{"data_time": 0.01186237740330398, "eta_seconds": 97799.97683793772, "fast_rcnn/cls_accuracy": 0.00048828125, "fast_rcnn/false_negative": 0.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.04949887399561703, "loss_cls": 4.269644141197205, "loss_mask": 0.693407379090786, "loss_rpn_cls": 0.687931202352047, "loss_rpn_loc": 0.1434635161422193, "lr": 1.9981e-06, "mask_rcnn/accuracy": 0.5078831395410829, "mask_rcnn/false_negative": 0.6288537470152504, "mask_rcnn/false_positive": 0.30493863377795627, "roi_head/num_bg_samples": 500.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0869079444091767, "total_loss": 5.881957178120501} {"data_time": 0.01190348551608622, "eta_seconds": 97647.41435303353, "fast_rcnn/cls_accuracy": 0.72607421875, "fast_rcnn/false_negative": 0.8963068181818181, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.05768783937674016, "loss_cls": 2.985115498304367, "loss_mask": 0.6930922046303749, "loss_rpn_cls": 0.6742473766207695, "loss_rpn_loc": 0.13305287063121796, "lr": 3.9961e-06, "mask_rcnn/accuracy": 0.5146266365721253, "mask_rcnn/false_negative": 0.5765152498784047, "mask_rcnn/false_positive": 0.3568551676387073, "roi_head/num_bg_samples": 501.625, "roi_head/num_fg_samples": 10.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0851690880954266, "total_loss": 4.531343242444564} {"data_time": 0.012208789819851518, "eta_seconds": 97847.95934932306, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.9831974128233971, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.0804458549246192, "loss_cls": 1.5945145711302757, "loss_mask": 0.6925157234072685, "loss_rpn_cls": 0.6440403684973717, "loss_rpn_loc": 0.1305567780509591, "lr": 5.994100000000001e-06, "mask_rcnn/accuracy": 0.5245631706290763, "mask_rcnn/false_negative": 0.3838119309880843, "mask_rcnn/false_positive": 0.5441611401344829, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0968122284393758, "total_loss": 3.1735813831328414} {"data_time": 0.012455550488084555, "eta_seconds": 98189.01126109064, "fast_rcnn/cls_accuracy": 0.961181640625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.1146975154242682, "loss_cls": 0.9839599430561066, "loss_mask": 0.6921160519123077, "loss_rpn_cls": 0.5980548858642578, "loss_rpn_loc": 0.13600355200469494, "lr": 7.992100000000001e-06, "mask_rcnn/accuracy": 0.5430615739446464, "mask_rcnn/false_negative": 0.3446588518144126, "mask_rcnn/false_positive": 0.5774095082368317, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0965475630946457, "total_loss": 2.591012061573565} {"data_time": 0.01191193237900734, "eta_seconds": 98277.55030763801, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.9792825361512791, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.1319684241898358, "loss_cls": 0.5551097951829433, "loss_mask": 0.6904727965593338, "loss_rpn_cls": 0.5268491879105568, "loss_rpn_loc": 0.13350534066557884, "lr": 9.990100000000001e-06, "mask_rcnn/accuracy": 0.5530772822802439, "mask_rcnn/false_negative": 0.1853842377948296, "mask_rcnn/false_positive": 0.6937369462432394, "roi_head/num_bg_samples": 490.875, "roi_head/num_fg_samples": 21.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.09607925824821, "total_loss": 2.043990607606247} {"data_time": 0.012611642014235258, "eta_seconds": 98328.80279017612, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.12341374205425382, "loss_cls": 0.471710380166769, "loss_mask": 0.6882942914962769, "loss_rpn_cls": 0.4638003744184971, "loss_rpn_loc": 0.13275238685309887, "lr": 1.1988100000000001e-05, "mask_rcnn/accuracy": 0.5814572364126886, "mask_rcnn/false_negative": 0.17474306478557358, "mask_rcnn/false_positive": 0.7470872536714288, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0965434187091887, "total_loss": 1.9208113285712898} {"data_time": 0.011485014110803604, "eta_seconds": 98306.92277175374, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.9954954954954955, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.12035062082577497, "loss_cls": 0.634179163724184, "loss_mask": 0.6773865446448326, "loss_rpn_cls": 0.42199743166565895, "loss_rpn_loc": 0.13292146613821387, "lr": 1.39861e-05, "mask_rcnn/accuracy": 0.5504099328629721, "mask_rcnn/false_negative": 0.12047073637492202, "mask_rcnn/false_positive": 0.768119655763275, "roi_head/num_bg_samples": 490.875, "roi_head/num_fg_samples": 21.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0934453224763274, "total_loss": 2.008130894973874} {"data_time": 0.012599592562764883, "eta_seconds": 98295.69917626679, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.9948979591836735, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.143829801119864, "loss_cls": 0.679870218038559, "loss_mask": 0.6671902611851692, "loss_rpn_cls": 0.40106459334492683, "loss_rpn_loc": 0.15437374729663134, "lr": 1.5984099999999998e-05, "mask_rcnn/accuracy": 0.5864049817128717, "mask_rcnn/false_negative": 0.15895916626589215, "mask_rcnn/false_positive": 0.7437144656699713, "roi_head/num_bg_samples": 490.875, "roi_head/num_fg_samples": 21.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0997100714594126, "total_loss": 2.052757491124794} {"data_time": 0.011481466703116894, "eta_seconds": 98327.13858882431, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.9916666666666667, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.1400352343916893, "loss_cls": 0.5241586528718472, "loss_mask": 0.6641543209552765, "loss_rpn_cls": 0.3432090859860182, "loss_rpn_loc": 0.14089624932967126, "lr": 1.79821e-05, "mask_rcnn/accuracy": 0.5890235517982148, "mask_rcnn/false_negative": 0.15607949421184608, "mask_rcnn/false_positive": 0.702752551213876, "roi_head/num_bg_samples": 487.625, "roi_head/num_fg_samples": 24.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1052988450974226, "total_loss": 1.847817330621183} {"data_time": 0.012009544298052788, "eta_seconds": 98305.24432505481, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.17278498318046331, "loss_cls": 0.4480865113437176, "loss_mask": 0.6559265851974487, "loss_rpn_cls": 0.32072025910019875, "loss_rpn_loc": 0.13453934015706182, "lr": 1.9980100000000002e-05, "mask_rcnn/accuracy": 0.6270517689170393, "mask_rcnn/false_negative": 0.12630388707084914, "mask_rcnn/false_positive": 0.7060884911062724, "roi_head/num_bg_samples": 487.125, "roi_head/num_fg_samples": 24.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0977892274968326, "total_loss": 1.7626785207539797} {"data_time": 0.01251081470400095, "eta_seconds": 98266.85859346297, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 219, "loss_box_reg": 0.1434331201016903, "loss_cls": 0.382332943379879, "loss_mask": 0.6547859087586403, "loss_rpn_cls": 0.27418682537972927, "loss_rpn_loc": 0.14026428200304508, "lr": 2.1978100000000002e-05, "mask_rcnn/accuracy": 0.6388336339525118, "mask_rcnn/false_negative": 0.1622164383706894, "mask_rcnn/false_positive": 0.5994313652825661, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0840084680821747, "total_loss": 1.645781791768968} {"data_time": 0.012407626491039991, "eta_seconds": 98252.24323745817, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 239, "loss_box_reg": 0.1640288825146854, "loss_cls": 0.4090917184948921, "loss_mask": 0.6436937525868416, "loss_rpn_cls": 0.2860476355999708, "loss_rpn_loc": 0.14639761485159397, "lr": 2.3976100000000002e-05, "mask_rcnn/accuracy": 0.617398040947148, "mask_rcnn/false_negative": 0.24223794985427177, "mask_rcnn/false_positive": 0.5053401535887736, "roi_head/num_bg_samples": 487.375, "roi_head/num_fg_samples": 24.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1000369591638446, "total_loss": 1.665061938110739} {"data_time": 0.011503726011142135, "eta_seconds": 98239.56153374631, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 259, "loss_box_reg": 0.15539741329848766, "loss_cls": 0.40410484559834003, "loss_mask": 0.6345610246062279, "loss_rpn_cls": 0.2787663619965315, "loss_rpn_loc": 0.16458701994270086, "lr": 2.5974100000000003e-05, "mask_rcnn/accuracy": 0.6364909244947979, "mask_rcnn/false_negative": 0.26307072029097567, "mask_rcnn/false_positive": 0.4644839758306534, "roi_head/num_bg_samples": 488.375, "roi_head/num_fg_samples": 23.625, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.1022744600195438, "total_loss": 1.6485178745351732} {"data_time": 0.010925920214504004, "eta_seconds": 98298.55337995104, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 279, "loss_box_reg": 0.17839549016207457, "loss_cls": 0.4225677065551281, "loss_mask": 0.6302027776837349, "loss_rpn_cls": 0.231132747605443, "loss_rpn_loc": 0.13886974565684795, "lr": 2.79721e-05, "mask_rcnn/accuracy": 0.6717484074554677, "mask_rcnn/false_negative": 0.2804189831445595, "mask_rcnn/false_positive": 0.3743949268293205, "roi_head/num_bg_samples": 484.875, "roi_head/num_fg_samples": 27.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.115035126451403, "total_loss": 1.6099882232956588} {"data_time": 0.011372867971658707, "eta_seconds": 98428.98116509896, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 299, "loss_box_reg": 0.16937308572232723, "loss_cls": 0.3958609476685524, "loss_mask": 0.6150847747921944, "loss_rpn_cls": 0.23136725090444088, "loss_rpn_loc": 0.14182409550994635, "lr": 2.99701e-05, "mask_rcnn/accuracy": 0.6745021034729681, "mask_rcnn/false_negative": 0.2691522995111124, "mask_rcnn/false_positive": 0.3752998920436945, "roi_head/num_bg_samples": 488.375, "roi_head/num_fg_samples": 23.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1039405933115631, "total_loss": 1.5045495829544961} {"data_time": 0.012172935530543327, "eta_seconds": 98407.03490396962, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 319, "loss_box_reg": 0.15825594868510962, "loss_cls": 0.37912634015083313, "loss_mask": 0.6120704412460327, "loss_rpn_cls": 0.2025605272501707, "loss_rpn_loc": 0.14059335552155972, "lr": 3.1968099999999996e-05, "mask_rcnn/accuracy": 0.6642920272947889, "mask_rcnn/false_negative": 0.2517965160061394, "mask_rcnn/false_positive": 0.41905337322784275, "roi_head/num_bg_samples": 484.125, "roi_head/num_fg_samples": 27.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0969764590263367, "total_loss": 1.5221748945768923} {"data_time": 0.012321948539465666, "eta_seconds": 98232.81649628188, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 339, "loss_box_reg": 0.14626781502738595, "loss_cls": 0.3490646407008171, "loss_mask": 0.5955046713352203, "loss_rpn_cls": 0.20829292386770248, "loss_rpn_loc": 0.14605940971523523, "lr": 3.396610000000001e-05, "mask_rcnn/accuracy": 0.6836599412492269, "mask_rcnn/false_negative": 0.30065398268866267, "mask_rcnn/false_positive": 0.33287190123982136, "roi_head/num_bg_samples": 491.125, "roi_head/num_fg_samples": 20.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0717013236135244, "total_loss": 1.429536189418286} {"data_time": 0.012234485009685159, "eta_seconds": 98193.81733101793, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 359, "loss_box_reg": 0.1615672828629613, "loss_cls": 0.3692076001316309, "loss_mask": 0.5959919318556786, "loss_rpn_cls": 0.19219571352005005, "loss_rpn_loc": 0.14937323750928044, "lr": 3.5964100000000004e-05, "mask_rcnn/accuracy": 0.6835785874523087, "mask_rcnn/false_negative": 0.27343444043379994, "mask_rcnn/false_positive": 0.393445535022443, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.0913399020209908, "total_loss": 1.4748307294212282} {"data_time": 0.011327789397910237, "eta_seconds": 98171.90884879325, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 379, "loss_box_reg": 0.14941323921084404, "loss_cls": 0.34482077322900295, "loss_mask": 0.5897141620516777, "loss_rpn_cls": 0.18139066360890865, "loss_rpn_loc": 0.14639329351484776, "lr": 3.7962099999999994e-05, "mask_rcnn/accuracy": 0.6834739881688794, "mask_rcnn/false_negative": 0.31711099957927097, "mask_rcnn/false_positive": 0.29068672947547436, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.096524320077151, "total_loss": 1.4156900090165436} {"data_time": 0.011325631057843566, "eta_seconds": 98155.21437525749, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 399, "loss_box_reg": 0.16708949115127325, "loss_cls": 0.35571218840777874, "loss_mask": 0.5830328688025475, "loss_rpn_cls": 0.15002996940165758, "loss_rpn_loc": 0.11452415492385626, "lr": 3.99601e-05, "mask_rcnn/accuracy": 0.7021856373110172, "mask_rcnn/false_negative": 0.2772933892358569, "mask_rcnn/false_positive": 0.3061182423966635, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.10049231746234, "total_loss": 1.4115031342953444} {"data_time": 0.012083763489499688, "eta_seconds": 98133.30472919159, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 419, "loss_box_reg": 0.19313572719693184, "loss_cls": 0.382736399769783, "loss_mask": 0.5654547065496445, "loss_rpn_cls": 0.14524337463080883, "loss_rpn_loc": 0.12780364276841283, "lr": 4.1958099999999994e-05, "mask_rcnn/accuracy": 0.7046211173148504, "mask_rcnn/false_negative": 0.2930949587947176, "mask_rcnn/false_positive": 0.2551621886306575, "roi_head/num_bg_samples": 484.25, "roi_head/num_fg_samples": 27.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0959965854417533, "total_loss": 1.4457890214398503} {"data_time": 0.012102092383429408, "eta_seconds": 98123.25502349995, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 439, "loss_box_reg": 0.18632397707551718, "loss_cls": 0.3620859142392874, "loss_mask": 0.5490109734237194, "loss_rpn_cls": 0.13471579691395164, "loss_rpn_loc": 0.13468848867341876, "lr": 4.39561e-05, "mask_rcnn/accuracy": 0.7244373730534868, "mask_rcnn/false_negative": 0.26456585157861545, "mask_rcnn/false_positive": 0.2808500674842764, "roi_head/num_bg_samples": 485.875, "roi_head/num_fg_samples": 26.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.096540212398395, "total_loss": 1.3566757263615727} {"data_time": 0.012384394882246852, "eta_seconds": 98084.27491989452, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 459, "loss_box_reg": 0.22615876235067844, "loss_cls": 0.39260993152856827, "loss_mask": 0.5387344397604465, "loss_rpn_cls": 0.15044421516358852, "loss_rpn_loc": 0.1360018914565444, "lr": 4.595410000000001e-05, "mask_rcnn/accuracy": 0.7165818812905279, "mask_rcnn/false_negative": 0.24081919201082957, "mask_rcnn/false_positive": 0.29808900320067755, "roi_head/num_bg_samples": 482.375, "roi_head/num_fg_samples": 29.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0805875880178064, "total_loss": 1.473845412954688} {"data_time": 0.011011768598109484, "eta_seconds": 98093.77037616447, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 479, "loss_box_reg": 0.22268121968954802, "loss_cls": 0.4119885601103306, "loss_mask": 0.5267463624477386, "loss_rpn_cls": 0.1388491978868842, "loss_rpn_loc": 0.1326463776640594, "lr": 4.79521e-05, "mask_rcnn/accuracy": 0.74578435840713, "mask_rcnn/false_negative": 0.21730077673889958, "mask_rcnn/false_positive": 0.3298031374250356, "roi_head/num_bg_samples": 478.375, "roi_head/num_fg_samples": 33.625, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1092204619199038, "total_loss": 1.48802898125723} {"data_time": 0.011685059871524572, "eta_seconds": 98149.85475305002, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.9635885885885886, "fast_rcnn/fg_cls_accuracy": 0.02329327760362243, "iteration": 499, "loss_box_reg": 0.22891046665608883, "loss_cls": 0.37913249246776104, "loss_mask": 0.5116160549223423, "loss_rpn_cls": 0.13120026979595423, "loss_rpn_loc": 0.12807628605514765, "lr": 4.99501e-05, "mask_rcnn/accuracy": 0.7564229007071512, "mask_rcnn/false_negative": 0.2356607263459169, "mask_rcnn/false_positive": 0.2513377516311696, "roi_head/num_bg_samples": 482.125, "roi_head/num_fg_samples": 29.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1249308958649635, "total_loss": 1.4299267963506281} {"data_time": 0.011707935016602278, "eta_seconds": 98156.347305784, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 519, "loss_box_reg": 0.2613194137811661, "loss_cls": 0.45348065346479416, "loss_mask": 0.510900042951107, "loss_rpn_cls": 0.13177635055035353, "loss_rpn_loc": 0.12563072657212615, "lr": 5.19481e-05, "mask_rcnn/accuracy": 0.7383418235306545, "mask_rcnn/false_negative": 0.2046595228859265, "mask_rcnn/false_positive": 0.3029414731969726, "roi_head/num_bg_samples": 472.25, "roi_head/num_fg_samples": 39.75, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.103149561677128, "total_loss": 1.517505413852632} {"data_time": 0.012394709512591362, "eta_seconds": 98239.02461502235, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.9480431848852902, "fast_rcnn/fg_cls_accuracy": 0.024119282671360424, "iteration": 539, "loss_box_reg": 0.25636162515729666, "loss_cls": 0.4427338894456625, "loss_mask": 0.5059965997934341, "loss_rpn_cls": 0.1346117565408349, "loss_rpn_loc": 0.12956902664154768, "lr": 5.394610000000001e-05, "mask_rcnn/accuracy": 0.7577778748924269, "mask_rcnn/false_negative": 0.1530804801613909, "mask_rcnn/false_positive": 0.31447625210579544, "roi_head/num_bg_samples": 475.75, "roi_head/num_fg_samples": 36.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1222187059465796, "total_loss": 1.5194734414108098} {"data_time": 0.012258834904059768, "eta_seconds": 98233.16468242556, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.9914693149987268, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 559, "loss_box_reg": 0.25446243584156036, "loss_cls": 0.41660813614726067, "loss_mask": 0.5095030665397644, "loss_rpn_cls": 0.12362353317439556, "loss_rpn_loc": 0.12627594079822302, "lr": 5.59441e-05, "mask_rcnn/accuracy": 0.7505300290005505, "mask_rcnn/false_negative": 0.20187896593115948, "mask_rcnn/false_positive": 0.32552125421718375, "roi_head/num_bg_samples": 480.375, "roi_head/num_fg_samples": 31.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.103958785533905, "total_loss": 1.4255785550922155} {"data_time": 0.01267062104307115, "eta_seconds": 98253.75853305217, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.9341422972565572, "fast_rcnn/fg_cls_accuracy": 0.0514748831775701, "iteration": 579, "loss_box_reg": 0.28060687612742186, "loss_cls": 0.42283360101282597, "loss_mask": 0.5021503008902073, "loss_rpn_cls": 0.1358558777719736, "loss_rpn_loc": 0.13092104671522975, "lr": 5.79421e-05, "mask_rcnn/accuracy": 0.7530176810314524, "mask_rcnn/false_negative": 0.19121023625495398, "mask_rcnn/false_positive": 0.28590973433380307, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1171144493855536, "total_loss": 1.497512623667717} {"data_time": 0.010666100773960352, "eta_seconds": 98245.73324541561, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.9482467767200868, "fast_rcnn/fg_cls_accuracy": 0.04188507086002718, "iteration": 599, "loss_box_reg": 0.3030542731285095, "loss_cls": 0.46974076330661774, "loss_mask": 0.47958044707775116, "loss_rpn_cls": 0.11056867055594921, "loss_rpn_loc": 0.12257934268563986, "lr": 5.99401e-05, "mask_rcnn/accuracy": 0.7576393365938222, "mask_rcnn/false_negative": 0.21778667365424514, "mask_rcnn/false_positive": 0.2538024132633833, "roi_head/num_bg_samples": 466.125, "roi_head/num_fg_samples": 45.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1159697575494647, "total_loss": 1.4677914110943675} {"data_time": 0.012176303891465068, "eta_seconds": 98223.75433417503, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.9214584710288609, "fast_rcnn/fg_cls_accuracy": 0.07492997198879552, "iteration": 619, "loss_box_reg": 0.30766494758427143, "loss_cls": 0.45969994738698006, "loss_mask": 0.492060299962759, "loss_rpn_cls": 0.12764570116996765, "loss_rpn_loc": 0.13064409047365189, "lr": 6.19381e-05, "mask_rcnn/accuracy": 0.7627371516529227, "mask_rcnn/false_negative": 0.17867918200646343, "mask_rcnn/false_positive": 0.3248833104697046, "roi_head/num_bg_samples": 466.625, "roi_head/num_fg_samples": 45.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1055906733963639, "total_loss": 1.5288118198513985} {"data_time": 0.012709035072475672, "eta_seconds": 98216.56052721664, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.9663089974477874, "fast_rcnn/fg_cls_accuracy": 0.033691002552212516, "iteration": 639, "loss_box_reg": 0.301034739241004, "loss_cls": 0.4813855029642582, "loss_mask": 0.47098441049456596, "loss_rpn_cls": 0.12679601577110589, "loss_rpn_loc": 0.13614446320571005, "lr": 6.39361e-05, "mask_rcnn/accuracy": 0.7757643252334752, "mask_rcnn/false_negative": 0.17142219952359972, "mask_rcnn/false_positive": 0.28501952794251717, "roi_head/num_bg_samples": 465.375, "roi_head/num_fg_samples": 46.625, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1311701389495283, "total_loss": 1.5683521665632725} {"data_time": 0.01251672045327723, "eta_seconds": 98247.6103314478, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.9650502477973568, "fast_rcnn/fg_cls_accuracy": 0.032747109030837, "iteration": 659, "loss_box_reg": 0.28671085834503174, "loss_cls": 0.42733858339488506, "loss_mask": 0.48931949585676193, "loss_rpn_cls": 0.11113896034657955, "loss_rpn_loc": 0.12509862752631307, "lr": 6.59341e-05, "mask_rcnn/accuracy": 0.7652545166617372, "mask_rcnn/false_negative": 0.19415466842109957, "mask_rcnn/false_positive": 0.2700174534240365, "roi_head/num_bg_samples": 464.875, "roi_head/num_fg_samples": 47.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1277886589523405, "total_loss": 1.4193658530712128} {"data_time": 0.012472304049879313, "eta_seconds": 98296.81478269398, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.9329122807017545, "fast_rcnn/fg_cls_accuracy": 0.037316017316017316, "iteration": 679, "loss_box_reg": 0.29293518885970116, "loss_cls": 0.44460443407297134, "loss_mask": 0.4654530733823776, "loss_rpn_cls": 0.1084252679720521, "loss_rpn_loc": 0.12024214072152972, "lr": 6.79321e-05, "mask_rcnn/accuracy": 0.7731310450671253, "mask_rcnn/false_negative": 0.1807625322170528, "mask_rcnn/false_positive": 0.2737016785792978, "roi_head/num_bg_samples": 476.25, "roi_head/num_fg_samples": 35.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1280844896100461, "total_loss": 1.4489796957932413} {"data_time": 0.012086617993190885, "eta_seconds": 98275.69347172976, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.9194859533771668, "fast_rcnn/fg_cls_accuracy": 0.08051404662283324, "iteration": 699, "loss_box_reg": 0.3058957438915968, "loss_cls": 0.4429863803088665, "loss_mask": 0.4660164378583431, "loss_rpn_cls": 0.10692021157592535, "loss_rpn_loc": 0.1227610819041729, "lr": 6.99301e-05, "mask_rcnn/accuracy": 0.7923844291411146, "mask_rcnn/false_negative": 0.17494092023430918, "mask_rcnn/false_positive": 0.27958668864529446, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.128490747185424, "total_loss": 1.438118692021817} {"data_time": 0.012782765319570899, "eta_seconds": 98300.33890999854, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.8710318545666721, "fast_rcnn/fg_cls_accuracy": 0.09752312371965982, "iteration": 719, "loss_box_reg": 0.3129241615533829, "loss_cls": 0.4675817955285311, "loss_mask": 0.46807434409856796, "loss_rpn_cls": 0.10686716716736555, "loss_rpn_loc": 0.11312495172023773, "lr": 7.19281e-05, "mask_rcnn/accuracy": 0.7798955199066806, "mask_rcnn/false_negative": 0.15146594991609963, "mask_rcnn/false_positive": 0.27857429473755485, "roi_head/num_bg_samples": 472.375, "roi_head/num_fg_samples": 39.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1320897650439292, "total_loss": 1.472253497224301} {"data_time": 0.011168534401804209, "eta_seconds": 98336.57988615334, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.931015037593985, "fast_rcnn/fg_cls_accuracy": 0.06055995130858186, "iteration": 739, "loss_box_reg": 0.3235861137509346, "loss_cls": 0.4854835271835327, "loss_mask": 0.45315254107117653, "loss_rpn_cls": 0.10566640086472034, "loss_rpn_loc": 0.11787002626806498, "lr": 7.39261e-05, "mask_rcnn/accuracy": 0.7659104044807501, "mask_rcnn/false_negative": 0.19345463292869647, "mask_rcnn/false_positive": 0.2701969516043665, "roi_head/num_bg_samples": 464.125, "roi_head/num_fg_samples": 47.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1287006074562669, "total_loss": 1.4724986325018108} {"data_time": 0.011899403994902968, "eta_seconds": 98338.2949301973, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.8780731846769583, "fast_rcnn/fg_cls_accuracy": 0.10204991087344029, "iteration": 759, "loss_box_reg": 0.31066373363137245, "loss_cls": 0.43940435722470284, "loss_mask": 0.4530186355113983, "loss_rpn_cls": 0.09600742813199759, "loss_rpn_loc": 0.11684323474764824, "lr": 7.59241e-05, "mask_rcnn/accuracy": 0.7777553569928853, "mask_rcnn/false_negative": 0.18058575615214653, "mask_rcnn/false_positive": 0.28247847859420916, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.123061551945284, "total_loss": 1.4207028499804437} {"data_time": 0.012654739897698164, "eta_seconds": 98378.60138851684, "fast_rcnn/cls_accuracy": 0.898193359375, "fast_rcnn/false_negative": 0.8974464927223356, "fast_rcnn/fg_cls_accuracy": 0.08982383975677369, "iteration": 779, "loss_box_reg": 0.32173850387334824, "loss_cls": 0.44983870163559914, "loss_mask": 0.45387593284249306, "loss_rpn_cls": 0.0906003164127469, "loss_rpn_loc": 0.1176478136330843, "lr": 7.79221e-05, "mask_rcnn/accuracy": 0.7924769980659819, "mask_rcnn/false_negative": 0.1494378630578252, "mask_rcnn/false_positive": 0.2810995970399597, "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": 1.1456083878874779, "total_loss": 1.4547843826003373} {"data_time": 0.011908689746633172, "eta_seconds": 98378.85076357052, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.8902332361516034, "fast_rcnn/fg_cls_accuracy": 0.09166666666666667, "iteration": 799, "loss_box_reg": 0.3362342547625303, "loss_cls": 0.4455533102154732, "loss_mask": 0.4524558559060097, "loss_rpn_cls": 0.10207559121772647, "loss_rpn_loc": 0.1347899823449552, "lr": 7.99201e-05, "mask_rcnn/accuracy": 0.7763144841269841, "mask_rcnn/false_negative": 0.17646076936494723, "mask_rcnn/false_positive": 0.26286387932511024, "roi_head/num_bg_samples": 465.875, "roi_head/num_fg_samples": 46.125, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1324525140225887, "total_loss": 1.4701631106436253} {"data_time": 0.01195708685554564, "eta_seconds": 98449.34200464282, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.8614130434782609, "fast_rcnn/fg_cls_accuracy": 0.07353245142620918, "iteration": 819, "loss_box_reg": 0.3210882730782032, "loss_cls": 0.4824703596532345, "loss_mask": 0.4638408347964287, "loss_rpn_cls": 0.09236644208431244, "loss_rpn_loc": 0.11821135133504868, "lr": 8.19181e-05, "mask_rcnn/accuracy": 0.7864974629961875, "mask_rcnn/false_negative": 0.17473411130363103, "mask_rcnn/false_positive": 0.26184495707239663, "roi_head/num_bg_samples": 470.375, "roi_head/num_fg_samples": 41.625, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 1.1336905765347183, "total_loss": 1.4771642999257892} {"data_time": 0.012615947052836418, "eta_seconds": 98438.28357445076, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.8508160237388724, "fast_rcnn/fg_cls_accuracy": 0.09734133790737565, "iteration": 839, "loss_box_reg": 0.3276338428258896, "loss_cls": 0.46548420563340187, "loss_mask": 0.43755433335900307, "loss_rpn_cls": 0.10454795509576797, "loss_rpn_loc": 0.12073150090873241, "lr": 8.391610000000001e-05, "mask_rcnn/accuracy": 0.8007752456712091, "mask_rcnn/false_negative": 0.14313882177212586, "mask_rcnn/false_positive": 0.2906949720866354, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1364968905691057, "total_loss": 1.4884219071827829} {"data_time": 0.010611244942992926, "eta_seconds": 98435.0242538657, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.8582740514905149, "fast_rcnn/fg_cls_accuracy": 0.1254673313156489, "iteration": 859, "loss_box_reg": 0.3377257101237774, "loss_cls": 0.44300971925258636, "loss_mask": 0.4405028857290745, "loss_rpn_cls": 0.10647967597469687, "loss_rpn_loc": 0.11991595150902867, "lr": 8.591409999999998e-05, "mask_rcnn/accuracy": 0.7844517373453112, "mask_rcnn/false_negative": 0.15234696537758186, "mask_rcnn/false_positive": 0.277789888775125, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1180588721763343, "total_loss": 1.4602638324722648} {"data_time": 0.012344983173534274, "eta_seconds": 98420.54751288146, "fast_rcnn/cls_accuracy": 0.899169921875, "fast_rcnn/false_negative": 0.8800855972233096, "fast_rcnn/fg_cls_accuracy": 0.09844248000481087, "iteration": 879, "loss_box_reg": 0.31759438663721085, "loss_cls": 0.4433486759662628, "loss_mask": 0.4251261539757252, "loss_rpn_cls": 0.10816203244030476, "loss_rpn_loc": 0.12483811099082232, "lr": 8.791210000000002e-05, "mask_rcnn/accuracy": 0.7851154125069941, "mask_rcnn/false_negative": 0.1513974493543756, "mask_rcnn/false_positive": 0.26757758200087334, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1355324669275433, "total_loss": 1.4488112600520253} {"data_time": 0.012953887460753322, "eta_seconds": 98432.14670014568, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.8299101815212613, "fast_rcnn/fg_cls_accuracy": 0.15470219435736676, "iteration": 899, "loss_box_reg": 0.3486137054860592, "loss_cls": 0.4332199729979038, "loss_mask": 0.43724751099944115, "loss_rpn_cls": 0.09747656108811498, "loss_rpn_loc": 0.11658326908946037, "lr": 8.99101e-05, "mask_rcnn/accuracy": 0.7929061588155348, "mask_rcnn/false_negative": 0.15972702780723302, "mask_rcnn/false_positive": 0.2522337081630305, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1469204530585557, "total_loss": 1.4296325333416462} {"data_time": 0.011894261231645942, "eta_seconds": 98503.34805507213, "fast_rcnn/cls_accuracy": 0.893310546875, "fast_rcnn/false_negative": 0.833601234830743, "fast_rcnn/fg_cls_accuracy": 0.12338637766650662, "iteration": 919, "loss_box_reg": 0.34449304826557636, "loss_cls": 0.44205785915255547, "loss_mask": 0.43206915631890297, "loss_rpn_cls": 0.09377250308170915, "loss_rpn_loc": 0.12322932993993163, "lr": 9.190810000000001e-05, "mask_rcnn/accuracy": 0.781717530762305, "mask_rcnn/false_negative": 0.1792776910923493, "mask_rcnn/false_positive": 0.27983521231808406, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1487997400108725, "total_loss": 1.4533112714998424} {"data_time": 0.011962435441091657, "eta_seconds": 98538.00850173924, "fast_rcnn/cls_accuracy": 0.894775390625, "fast_rcnn/false_negative": 0.8592891989347411, "fast_rcnn/fg_cls_accuracy": 0.13562018335650822, "iteration": 939, "loss_box_reg": 0.34172575920820236, "loss_cls": 0.4305640682578087, "loss_mask": 0.44157495349645615, "loss_rpn_cls": 0.09908380638808012, "loss_rpn_loc": 0.11965250317007303, "lr": 9.39061e-05, "mask_rcnn/accuracy": 0.7952860298366738, "mask_rcnn/false_negative": 0.166269495208474, "mask_rcnn/false_positive": 0.23729470422274074, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1565108434297144, "total_loss": 1.4509578309953213} {"data_time": 0.013263943139463663, "eta_seconds": 98529.19852159917, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.8611041822565894, "fast_rcnn/fg_cls_accuracy": 0.12535885167464114, "iteration": 959, "loss_box_reg": 0.3234732449054718, "loss_cls": 0.4166851695626974, "loss_mask": 0.4226580858230591, "loss_rpn_cls": 0.08823108347132802, "loss_rpn_loc": 0.10370264388620853, "lr": 9.59041e-05, "mask_rcnn/accuracy": 0.8052726533197011, "mask_rcnn/false_negative": 0.1692202755602623, "mask_rcnn/false_positive": 0.2330995120673668, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1233923935797065, "total_loss": 1.369586665648967} {"data_time": 0.011494970414787531, "eta_seconds": 98569.17525819037, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.8653573253107794, "fast_rcnn/fg_cls_accuracy": 0.0952437181182694, "iteration": 979, "loss_box_reg": 0.3282907325774431, "loss_cls": 0.4845718778669834, "loss_mask": 0.42658913880586624, "loss_rpn_cls": 0.08645078632980585, "loss_rpn_loc": 0.12632386479526758, "lr": 9.79021e-05, "mask_rcnn/accuracy": 0.8007678602872934, "mask_rcnn/false_negative": 0.14678613228078913, "mask_rcnn/false_positive": 0.2408543866785335, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1404805595520884, "total_loss": 1.4180082278326154} {"data_time": 0.011719350004568696, "eta_seconds": 98618.12488432042, "fast_rcnn/cls_accuracy": 0.89306640625, "fast_rcnn/false_negative": 0.8579958463136033, "fast_rcnn/fg_cls_accuracy": 0.1315289648622982, "iteration": 999, "loss_box_reg": 0.3280504122376442, "loss_cls": 0.43459493666887283, "loss_mask": 0.41271306201815605, "loss_rpn_cls": 0.08791377255693078, "loss_rpn_loc": 0.1168676596134901, "lr": 9.990010000000001e-05, "mask_rcnn/accuracy": 0.7935385238446883, "mask_rcnn/false_negative": 0.16592917587129946, "mask_rcnn/false_positive": 0.24548821543909422, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1505385260097682, "total_loss": 1.440694586141035} {"data_time": 0.011716417968273163, "eta_seconds": 98685.29124119785, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.8581237911025145, "fast_rcnn/fg_cls_accuracy": 0.13328598484848486, "iteration": 1019, "loss_box_reg": 0.33680675085633993, "loss_cls": 0.4223663918673992, "loss_mask": 0.4214088208973408, "loss_rpn_cls": 0.08793106023222208, "loss_rpn_loc": 0.12890321435406804, "lr": 0.0001, "mask_rcnn/accuracy": 0.7984050919318777, "mask_rcnn/false_negative": 0.15079813587754337, "mask_rcnn/false_positive": 0.2692896724016993, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1533406090456992, "total_loss": 1.4078784068115056} {"data_time": 0.011492575984448195, "eta_seconds": 98747.98825636506, "fast_rcnn/cls_accuracy": 0.896240234375, "fast_rcnn/false_negative": 0.8138805220883534, "fast_rcnn/fg_cls_accuracy": 0.1421818181818182, "iteration": 1039, "loss_box_reg": 0.339036513119936, "loss_cls": 0.4150766059756279, "loss_mask": 0.4106929451227188, "loss_rpn_cls": 0.09351316094398499, "loss_rpn_loc": 0.12318484764546156, "lr": 0.0001, "mask_rcnn/accuracy": 0.807017878313151, "mask_rcnn/false_negative": 0.16132192481457613, "mask_rcnn/false_positive": 0.22197009509514726, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1377651966176927, "total_loss": 1.3789450130425394} {"data_time": 0.012622524984180927, "eta_seconds": 98855.64133598469, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.8101153343972145, "fast_rcnn/fg_cls_accuracy": 0.1489917307413318, "iteration": 1059, "loss_box_reg": 0.35224324464797974, "loss_cls": 0.4394715093076229, "loss_mask": 0.4237913526594639, "loss_rpn_cls": 0.09154823096469045, "loss_rpn_loc": 0.11802772479131818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8100677736506888, "mask_rcnn/false_negative": 0.14643180241585307, "mask_rcnn/false_positive": 0.24266929642114404, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1493941443040967, "total_loss": 1.437444479437545} {"data_time": 0.012817391660064459, "eta_seconds": 99059.26440445706, "fast_rcnn/cls_accuracy": 0.8955078125, "fast_rcnn/false_negative": 0.768098206726699, "fast_rcnn/fg_cls_accuracy": 0.2, "iteration": 1079, "loss_box_reg": 0.3574342131614685, "loss_cls": 0.4473732225596905, "loss_mask": 0.41040292754769325, "loss_rpn_cls": 0.09361571818590164, "loss_rpn_loc": 0.11747102811932564, "lr": 0.0001, "mask_rcnn/accuracy": 0.7994293036987509, "mask_rcnn/false_negative": 0.13744951812776596, "mask_rcnn/false_positive": 0.2545811794064894, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1365196658298373, "total_loss": 1.4242179370485246} {"data_time": 0.011413660133257508, "eta_seconds": 99099.64286603499, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.8279602595296026, "fast_rcnn/fg_cls_accuracy": 0.14277296228710462, "iteration": 1099, "loss_box_reg": 0.3327842727303505, "loss_cls": 0.42782846838235855, "loss_mask": 0.40466251969337463, "loss_rpn_cls": 0.08480264851823449, "loss_rpn_loc": 0.10246562701649964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8143109009908311, "mask_rcnn/false_negative": 0.1578645871068866, "mask_rcnn/false_positive": 0.2055114513404671, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1471102491486818, "total_loss": 1.352115591056645} {"data_time": 0.012617673026397824, "eta_seconds": 99108.52931292728, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.7578417750831543, "fast_rcnn/fg_cls_accuracy": 0.20143341215475002, "iteration": 1119, "loss_box_reg": 0.35335784405469894, "loss_cls": 0.3637739811092615, "loss_mask": 0.4170312099158764, "loss_rpn_cls": 0.08426423370838165, "loss_rpn_loc": 0.118502426892519, "lr": 0.0001, "mask_rcnn/accuracy": 0.7940927600014183, "mask_rcnn/false_negative": 0.1520234848635849, "mask_rcnn/false_positive": 0.21861204980161225, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1348872010130435, "total_loss": 1.3686659410595894} {"data_time": 0.01165198371745646, "eta_seconds": 99215.21937355399, "fast_rcnn/cls_accuracy": 0.8857421875, "fast_rcnn/false_negative": 0.7976017692998825, "fast_rcnn/fg_cls_accuracy": 0.1790807507099642, "iteration": 1139, "loss_box_reg": 0.353119308128953, "loss_cls": 0.41352376714348793, "loss_mask": 0.40039707720279694, "loss_rpn_cls": 0.07918339525349438, "loss_rpn_loc": 0.10516231553629041, "lr": 0.0001, "mask_rcnn/accuracy": 0.7997869092263649, "mask_rcnn/false_negative": 0.14474980485083755, "mask_rcnn/false_positive": 0.24410831050221965, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1454369579441845, "total_loss": 1.3565525878220797} {"data_time": 0.012493623653426766, "eta_seconds": 99255.02814257517, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.7374501506895187, "fast_rcnn/fg_cls_accuracy": 0.2294690860215054, "iteration": 1159, "loss_box_reg": 0.3501141369342804, "loss_cls": 0.38282792642712593, "loss_mask": 0.3965291902422905, "loss_rpn_cls": 0.08631296921521425, "loss_rpn_loc": 0.11223975569009781, "lr": 0.0001, "mask_rcnn/accuracy": 0.8044110508786848, "mask_rcnn/false_negative": 0.1463056379106648, "mask_rcnn/false_positive": 0.22665564475996453, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1439420455135405, "total_loss": 1.3308173632249236} {"data_time": 0.013037456665188074, "eta_seconds": 99327.82638098579, "fast_rcnn/cls_accuracy": 0.880859375, "fast_rcnn/false_negative": 0.7120462741074778, "fast_rcnn/fg_cls_accuracy": 0.24837662337662336, "iteration": 1179, "loss_box_reg": 0.3536830171942711, "loss_cls": 0.39438357949256897, "loss_mask": 0.40292562544345856, "loss_rpn_cls": 0.08014737023040652, "loss_rpn_loc": 0.11016756575554609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8303860177312683, "mask_rcnn/false_negative": 0.13112277571339015, "mask_rcnn/false_positive": 0.2227641343113969, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1531038254033774, "total_loss": 1.3431317303329706} {"data_time": 0.012122312560677528, "eta_seconds": 99412.92018648237, "fast_rcnn/cls_accuracy": 0.88818359375, "fast_rcnn/false_negative": 0.7258571933545422, "fast_rcnn/fg_cls_accuracy": 0.22303673744523086, "iteration": 1199, "loss_box_reg": 0.34096087515354156, "loss_cls": 0.41575268283486366, "loss_mask": 0.40153444185853004, "loss_rpn_cls": 0.08065430074930191, "loss_rpn_loc": 0.11974433530122042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8113035961215868, "mask_rcnn/false_negative": 0.15674870516587758, "mask_rcnn/false_positive": 0.2153315468140828, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1441332907415926, "total_loss": 1.3810484218411148} {"data_time": 0.013120900839567184, "eta_seconds": 99477.06217128318, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.7980774659815935, "fast_rcnn/fg_cls_accuracy": 0.18809095433143208, "iteration": 1219, "loss_box_reg": 0.3244078531861305, "loss_cls": 0.3914606161415577, "loss_mask": 0.3884339742362499, "loss_rpn_cls": 0.08816991746425629, "loss_rpn_loc": 0.09922921936959028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8217875188636097, "mask_rcnn/false_negative": 0.13893228081507852, "mask_rcnn/false_positive": 0.20911335508679263, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1472267950884998, "total_loss": 1.2755826339125633} {"data_time": 0.0137763109523803, "eta_seconds": 99569.03523570858, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.7528206680795236, "fast_rcnn/fg_cls_accuracy": 0.21667109722868347, "iteration": 1239, "loss_box_reg": 0.33649374172091484, "loss_cls": 0.40140525624156, "loss_mask": 0.38702482357621193, "loss_rpn_cls": 0.07858151965774596, "loss_rpn_loc": 0.1135520008392632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8126004399735602, "mask_rcnn/false_negative": 0.14922375598709073, "mask_rcnn/false_positive": 0.21274016994581732, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.1457683120388538, "total_loss": 1.3323310664854944} {"data_time": 0.012105748988687992, "eta_seconds": 99674.95765567292, "fast_rcnn/cls_accuracy": 0.901611328125, "fast_rcnn/false_negative": 0.7298212351029252, "fast_rcnn/fg_cls_accuracy": 0.22206169946616394, "iteration": 1259, "loss_box_reg": 0.34926747158169746, "loss_cls": 0.3963433988392353, "loss_mask": 0.39642108976840973, "loss_rpn_cls": 0.09101781900972128, "loss_rpn_loc": 0.11306693172082305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8170311873006071, "mask_rcnn/false_negative": 0.14548235859702718, "mask_rcnn/false_positive": 0.23022212128993513, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1242439704947174, "total_loss": 1.3762037004344165} {"data_time": 0.013125491794198751, "eta_seconds": 99701.71014616266, "fast_rcnn/cls_accuracy": 0.898681640625, "fast_rcnn/false_negative": 0.762677985895881, "fast_rcnn/fg_cls_accuracy": 0.21696993670886078, "iteration": 1279, "loss_box_reg": 0.30718964990228415, "loss_cls": 0.34582702815532684, "loss_mask": 0.3881940692663193, "loss_rpn_cls": 0.07187216356396675, "loss_rpn_loc": 0.10325755504891276, "lr": 0.0001, "mask_rcnn/accuracy": 0.814942649095949, "mask_rcnn/false_negative": 0.14004303787045083, "mask_rcnn/false_positive": 0.2198146581622457, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1316838071215898, "total_loss": 1.2408503496553749} {"data_time": 0.012515290407463908, "eta_seconds": 99755.86896741297, "fast_rcnn/cls_accuracy": 0.89306640625, "fast_rcnn/false_negative": 0.72834672021419, "fast_rcnn/fg_cls_accuracy": 0.23580024067388689, "iteration": 1299, "loss_box_reg": 0.3200552947819233, "loss_cls": 0.364835599437356, "loss_mask": 0.371622521430254, "loss_rpn_cls": 0.08669090690091252, "loss_rpn_loc": 0.12587420409545302, "lr": 0.0001, "mask_rcnn/accuracy": 0.825527655155524, "mask_rcnn/false_negative": 0.12769144559381168, "mask_rcnn/false_positive": 0.23896361228549445, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.141529179411009, "total_loss": 1.2734653851948678} {"data_time": 0.012529167113825679, "eta_seconds": 99833.36761811748, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.722188995215311, "fast_rcnn/fg_cls_accuracy": 0.24848886923190328, "iteration": 1319, "loss_box_reg": 0.31726464070379734, "loss_cls": 0.3589914236217737, "loss_mask": 0.3825617730617523, "loss_rpn_cls": 0.07775812270119786, "loss_rpn_loc": 0.12025335826911032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8286964538290564, "mask_rcnn/false_negative": 0.14482687185709, "mask_rcnn/false_positive": 0.22351082579152715, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.137757420539856, "total_loss": 1.254924112930894} {"data_time": 0.014663680456578732, "eta_seconds": 99888.32003687508, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.7283677482792528, "fast_rcnn/fg_cls_accuracy": 0.241991991991992, "iteration": 1339, "loss_box_reg": 0.3337608426809311, "loss_cls": 0.39956769719719887, "loss_mask": 0.3857847675681114, "loss_rpn_cls": 0.0806284009013325, "loss_rpn_loc": 0.11982377897948027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8303115625857223, "mask_rcnn/false_negative": 0.1391933484726699, "mask_rcnn/false_positive": 0.20028617430139312, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1446793973445892, "total_loss": 1.3109171804971993} {"data_time": 0.012240355368703604, "eta_seconds": 100004.27966341376, "fast_rcnn/cls_accuracy": 0.903564453125, "fast_rcnn/false_negative": 0.6990173499155534, "fast_rcnn/fg_cls_accuracy": 0.24945887445887446, "iteration": 1359, "loss_box_reg": 0.3326973244547844, "loss_cls": 0.3680667281150818, "loss_mask": 0.37789158523082733, "loss_rpn_cls": 0.07792611373588443, "loss_rpn_loc": 0.11697541549801826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8293583425018568, "mask_rcnn/false_negative": 0.1371256872067582, "mask_rcnn/false_positive": 0.20557063553063118, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.146179657196626, "total_loss": 1.2903087281156331} {"data_time": 0.012638658517971635, "eta_seconds": 100063.34929629229, "fast_rcnn/cls_accuracy": 0.906982421875, "fast_rcnn/false_negative": 0.7170107133524954, "fast_rcnn/fg_cls_accuracy": 0.23514917867918203, "iteration": 1379, "loss_box_reg": 0.3415037840604782, "loss_cls": 0.38487134501338005, "loss_mask": 0.3844860829412937, "loss_rpn_cls": 0.07323498278856277, "loss_rpn_loc": 0.10995733132585883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8294626692677746, "mask_rcnn/false_negative": 0.14962765825609325, "mask_rcnn/false_positive": 0.19328202799738534, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.133136732969433, "total_loss": 1.293602536432445} {"data_time": 0.013061251025646925, "eta_seconds": 100134.85043565743, "fast_rcnn/cls_accuracy": 0.89599609375, "fast_rcnn/false_negative": 0.6787525354969575, "fast_rcnn/fg_cls_accuracy": 0.2823140681003584, "iteration": 1399, "loss_box_reg": 0.32882686890661716, "loss_cls": 0.3780185841023922, "loss_mask": 0.3854231685400009, "loss_rpn_cls": 0.0750880092382431, "loss_rpn_loc": 0.10003591328859329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8224750539878708, "mask_rcnn/false_negative": 0.14634386977320907, "mask_rcnn/false_positive": 0.2052485682237001, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1409939723089337, "total_loss": 1.284537110477686} {"data_time": 0.012484607985243201, "eta_seconds": 100262.51202140003, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.7570151947371485, "fast_rcnn/fg_cls_accuracy": 0.22416204428009293, "iteration": 1419, "loss_box_reg": 0.3431490380316973, "loss_cls": 0.373818663880229, "loss_mask": 0.38860291987657547, "loss_rpn_cls": 0.0734788179397583, "loss_rpn_loc": 0.1109174657613039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8202639190596874, "mask_rcnn/false_negative": 0.12935654489675127, "mask_rcnn/false_positive": 0.2194499211879613, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.145237798569724, "total_loss": 1.2731207734905183} {"data_time": 0.012078998843207955, "eta_seconds": 100290.92668365687, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.6825929752066116, "fast_rcnn/fg_cls_accuracy": 0.2954649390243902, "iteration": 1439, "loss_box_reg": 0.3262922652065754, "loss_cls": 0.3494747094810009, "loss_mask": 0.3822210878133774, "loss_rpn_cls": 0.08168705413118005, "loss_rpn_loc": 0.11113615869544446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8305054510924904, "mask_rcnn/false_negative": 0.15036808019538578, "mask_rcnn/false_positive": 0.19033351260790426, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.12616353854537, "total_loss": 1.2828467516228557} {"data_time": 0.013394704554229975, "eta_seconds": 100431.6799276974, "fast_rcnn/cls_accuracy": 0.898681640625, "fast_rcnn/false_negative": 0.7607767819035425, "fast_rcnn/fg_cls_accuracy": 0.21917316571605944, "iteration": 1459, "loss_box_reg": 0.3174073174595833, "loss_cls": 0.3775732982903719, "loss_mask": 0.3673737980425358, "loss_rpn_cls": 0.07397330971434712, "loss_rpn_loc": 0.1147875648457557, "lr": 0.0001, "mask_rcnn/accuracy": 0.8323112069795743, "mask_rcnn/false_negative": 0.11685458196254184, "mask_rcnn/false_positive": 0.21642139498967383, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1564502220135182, "total_loss": 1.2560555711388588} {"data_time": 0.012585931923240423, "eta_seconds": 100465.84062040783, "fast_rcnn/cls_accuracy": 0.895263671875, "fast_rcnn/false_negative": 0.7301880838172179, "fast_rcnn/fg_cls_accuracy": 0.24075990911386014, "iteration": 1479, "loss_box_reg": 0.332953616976738, "loss_cls": 0.36009472981095314, "loss_mask": 0.3791741840541363, "loss_rpn_cls": 0.06963049434125423, "loss_rpn_loc": 0.10870565380901098, "lr": 0.0001, "mask_rcnn/accuracy": 0.83366495203986, "mask_rcnn/false_negative": 0.13873844375915315, "mask_rcnn/false_positive": 0.19881901085258313, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1297150561586022, "total_loss": 1.2510735471732914} {"data_time": 0.012624378316104412, "eta_seconds": 100520.14291996602, "fast_rcnn/cls_accuracy": 0.905029296875, "fast_rcnn/false_negative": 0.7163540921021236, "fast_rcnn/fg_cls_accuracy": 0.24378415300546447, "iteration": 1499, "loss_box_reg": 0.3029498737305403, "loss_cls": 0.3442250434309244, "loss_mask": 0.3714696764945984, "loss_rpn_cls": 0.06830067746341228, "loss_rpn_loc": 0.10035558161325753, "lr": 0.0001, "mask_rcnn/accuracy": 0.848204332257932, "mask_rcnn/false_negative": 0.11963612191788128, "mask_rcnn/false_positive": 0.2108007992908786, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1527553715277463, "total_loss": 1.2481746077537537} {"data_time": 0.012497405987232924, "eta_seconds": 100590.7355850935, "fast_rcnn/cls_accuracy": 0.890380859375, "fast_rcnn/false_negative": 0.7155154034751092, "fast_rcnn/fg_cls_accuracy": 0.25448134628896546, "iteration": 1519, "loss_box_reg": 0.3342504985630512, "loss_cls": 0.36780647188425064, "loss_mask": 0.37787438184022903, "loss_rpn_cls": 0.0741080092266202, "loss_rpn_loc": 0.11622797045856714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8223250770736451, "mask_rcnn/false_negative": 0.12443028052338963, "mask_rcnn/false_positive": 0.2078443027370674, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1445780678186566, "total_loss": 1.2645479487255216} {"data_time": 0.012292880797758698, "eta_seconds": 100681.94036770612, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.6967569016349504, "fast_rcnn/fg_cls_accuracy": 0.290961262553802, "iteration": 1539, "loss_box_reg": 0.326748488470912, "loss_cls": 0.3699704296886921, "loss_mask": 0.3676036670804024, "loss_rpn_cls": 0.07596264686435461, "loss_rpn_loc": 0.11585771571844816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8277649169796764, "mask_rcnn/false_negative": 0.13894553200250473, "mask_rcnn/false_positive": 0.20167340998952243, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.162175060948357, "total_loss": 1.2378838965669274} {"data_time": 0.01284866314381361, "eta_seconds": 100791.45586769097, "fast_rcnn/cls_accuracy": 0.901123046875, "fast_rcnn/false_negative": 0.6558643259283912, "fast_rcnn/fg_cls_accuracy": 0.2997198879551821, "iteration": 1559, "loss_box_reg": 0.33092091232538223, "loss_cls": 0.363587211817503, "loss_mask": 0.36110254377126694, "loss_rpn_cls": 0.07360774674452841, "loss_rpn_loc": 0.10495147714391351, "lr": 0.0001, "mask_rcnn/accuracy": 0.8294204575486911, "mask_rcnn/false_negative": 0.13255636745087845, "mask_rcnn/false_positive": 0.20607823410968373, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1582434854935855, "total_loss": 1.260951426345855} {"data_time": 0.012390367453917861, "eta_seconds": 100855.00056202523, "fast_rcnn/cls_accuracy": 0.893310546875, "fast_rcnn/false_negative": 0.6717198581560284, "fast_rcnn/fg_cls_accuracy": 0.2702053014553014, "iteration": 1579, "loss_box_reg": 0.33566373586654663, "loss_cls": 0.3608315456658602, "loss_mask": 0.3727680668234825, "loss_rpn_cls": 0.07654208922758698, "loss_rpn_loc": 0.10084463097155094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8278126195874327, "mask_rcnn/false_negative": 0.15197573592089494, "mask_rcnn/false_positive": 0.20575415137516861, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1497487230226398, "total_loss": 1.264314821222797} {"data_time": 0.013384155463427305, "eta_seconds": 100852.80698267743, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.6674347158218126, "fast_rcnn/fg_cls_accuracy": 0.287593984962406, "iteration": 1599, "loss_box_reg": 0.327602781355381, "loss_cls": 0.35627349093556404, "loss_mask": 0.36825554072856903, "loss_rpn_cls": 0.06847314350306988, "loss_rpn_loc": 0.10106747411191463, "lr": 0.0001, "mask_rcnn/accuracy": 0.8469981969047714, "mask_rcnn/false_negative": 0.12473176883062015, "mask_rcnn/false_positive": 0.18256412533588867, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1194176757708192, "total_loss": 1.2128428458236158} {"data_time": 0.011205564718693495, "eta_seconds": 100901.5375980176, "fast_rcnn/cls_accuracy": 0.903076171875, "fast_rcnn/false_negative": 0.7140269151138716, "fast_rcnn/fg_cls_accuracy": 0.24456521739130435, "iteration": 1619, "loss_box_reg": 0.32741777040064335, "loss_cls": 0.3647265285253525, "loss_mask": 0.37437860295176506, "loss_rpn_cls": 0.08656739769503474, "loss_rpn_loc": 0.12019004812464118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8257083891130343, "mask_rcnn/false_negative": 0.13796195650324578, "mask_rcnn/false_positive": 0.20521563986621916, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1509044109843671, "total_loss": 1.2921441905200481} {"data_time": 0.013100434793159366, "eta_seconds": 100933.67553946562, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.5966399626662519, "fast_rcnn/fg_cls_accuracy": 0.35012419728676697, "iteration": 1639, "loss_box_reg": 0.3172723241150379, "loss_cls": 0.33569855988025665, "loss_mask": 0.3583373986184597, "loss_rpn_cls": 0.07113814912736416, "loss_rpn_loc": 0.10536554967984557, "lr": 0.0001, "mask_rcnn/accuracy": 0.8338003951580633, "mask_rcnn/false_negative": 0.14223579170598288, "mask_rcnn/false_positive": 0.18043170351983367, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1467086435295641, "total_loss": 1.1788361462531611} {"data_time": 0.011003669118508697, "eta_seconds": 100978.1048486242, "fast_rcnn/cls_accuracy": 0.89111328125, "fast_rcnn/false_negative": 0.697319996710391, "fast_rcnn/fg_cls_accuracy": 0.2531924048524554, "iteration": 1659, "loss_box_reg": 0.32563248462975025, "loss_cls": 0.3695954270660877, "loss_mask": 0.36460618674755096, "loss_rpn_cls": 0.07416486972942948, "loss_rpn_loc": 0.11354148667305708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8327203967711486, "mask_rcnn/false_negative": 0.12881587396803418, "mask_rcnn/false_positive": 0.19835239879570757, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1520217079669237, "total_loss": 1.273122302023694} {"data_time": 0.012394287623465061, "eta_seconds": 101066.11467540264, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.6815659799014473, "fast_rcnn/fg_cls_accuracy": 0.29003425724073495, "iteration": 1679, "loss_box_reg": 0.33624603785574436, "loss_cls": 0.35048738680779934, "loss_mask": 0.3600233606994152, "loss_rpn_cls": 0.0674587874673307, "loss_rpn_loc": 0.10331275872886181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8297442512084274, "mask_rcnn/false_negative": 0.1491546026687668, "mask_rcnn/false_positive": 0.2145155588874767, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1653433463070542, "total_loss": 1.189294750802219} {"data_time": 0.012134278193116188, "eta_seconds": 101070.21689808462, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.6721839024627192, "fast_rcnn/fg_cls_accuracy": 0.26845851240421126, "iteration": 1699, "loss_box_reg": 0.3332833796739578, "loss_cls": 0.35960058122873306, "loss_mask": 0.35809484124183655, "loss_rpn_cls": 0.0739492797292769, "loss_rpn_loc": 0.11294610286131501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8327639241900238, "mask_rcnn/false_negative": 0.1347043846527482, "mask_rcnn/false_positive": 0.1944896545926922, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1497839179355651, "total_loss": 1.2339266655035317} {"data_time": 0.011682779062539339, "eta_seconds": 101059.38688579015, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.6507274551611689, "fast_rcnn/fg_cls_accuracy": 0.3346231029725323, "iteration": 1719, "loss_box_reg": 0.33176175132393837, "loss_cls": 0.34667614474892616, "loss_mask": 0.35780802369117737, "loss_rpn_cls": 0.0701311039738357, "loss_rpn_loc": 0.09481619857251644, "lr": 0.0001, "mask_rcnn/accuracy": 0.83988930393586, "mask_rcnn/false_negative": 0.12628611997882094, "mask_rcnn/false_positive": 0.19352865167221006, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1316163868177682, "total_loss": 1.1823891261592507} {"data_time": 0.01233577891252935, "eta_seconds": 101062.18130112626, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.6329110550442415, "fast_rcnn/fg_cls_accuracy": 0.32077805635346274, "iteration": 1739, "loss_box_reg": 0.3081865645945072, "loss_cls": 0.35389280319213867, "loss_mask": 0.35875100642442703, "loss_rpn_cls": 0.06824876298196614, "loss_rpn_loc": 0.10561330337077379, "lr": 0.0001, "mask_rcnn/accuracy": 0.8325344237880681, "mask_rcnn/false_negative": 0.13011994518737074, "mask_rcnn/false_positive": 0.19860940222593132, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1220312998630106, "total_loss": 1.2218670584261417} {"data_time": 0.010584400501102209, "eta_seconds": 101013.59649753198, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.672628921745402, "fast_rcnn/fg_cls_accuracy": 0.2975928597187162, "iteration": 1759, "loss_box_reg": 0.31320998072624207, "loss_cls": 0.3291024025529623, "loss_mask": 0.3506383802741766, "loss_rpn_cls": 0.07152657327242196, "loss_rpn_loc": 0.10503469035029411, "lr": 0.0001, "mask_rcnn/accuracy": 0.842624226684283, "mask_rcnn/false_negative": 0.12398295178868651, "mask_rcnn/false_positive": 0.19103416811572632, "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": 1.1096363144461066, "total_loss": 1.1841486650519073} {"data_time": 0.012885901611298323, "eta_seconds": 100969.42744813394, "fast_rcnn/cls_accuracy": 0.905029296875, "fast_rcnn/false_negative": 0.743816796822534, "fast_rcnn/fg_cls_accuracy": 0.21797110347871135, "iteration": 1779, "loss_box_reg": 0.3100398816168308, "loss_cls": 0.33481417037546635, "loss_mask": 0.3696676231920719, "loss_rpn_cls": 0.07193766301497817, "loss_rpn_loc": 0.10578960250131786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8347867709343044, "mask_rcnn/false_negative": 0.11736679282819763, "mask_rcnn/false_positive": 0.2118639286715629, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.118469227105379, "total_loss": 1.198587245773524} {"data_time": 0.013317974051460624, "eta_seconds": 100946.53707691468, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.6809905052375507, "fast_rcnn/fg_cls_accuracy": 0.2857320407655978, "iteration": 1799, "loss_box_reg": 0.31246257945895195, "loss_cls": 0.33525925874710083, "loss_mask": 0.37233151495456696, "loss_rpn_cls": 0.07000854145735502, "loss_rpn_loc": 0.10583085473626852, "lr": 0.0001, "mask_rcnn/accuracy": 0.8209831649005757, "mask_rcnn/false_negative": 0.13228303691434104, "mask_rcnn/false_positive": 0.2092842556589334, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.141887895995751, "total_loss": 1.2221380844712257} {"data_time": 0.012498780619353056, "eta_seconds": 100966.86884676106, "fast_rcnn/cls_accuracy": 0.902099609375, "fast_rcnn/false_negative": 0.6632800608828006, "fast_rcnn/fg_cls_accuracy": 0.32935058346017254, "iteration": 1819, "loss_box_reg": 0.30093396827578545, "loss_cls": 0.3392035383731127, "loss_mask": 0.3500981964170933, "loss_rpn_cls": 0.07408442487940192, "loss_rpn_loc": 0.09271639562211931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8384489265908659, "mask_rcnn/false_negative": 0.12308861085626205, "mask_rcnn/false_positive": 0.1913862074471092, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1620599855668843, "total_loss": 1.1707825069315732} {"data_time": 0.012669426621869206, "eta_seconds": 100943.96867237985, "fast_rcnn/cls_accuracy": 0.892333984375, "fast_rcnn/false_negative": 0.6149664073550212, "fast_rcnn/fg_cls_accuracy": 0.33487884703720716, "iteration": 1839, "loss_box_reg": 0.3202913645654917, "loss_cls": 0.36260954663157463, "loss_mask": 0.3356071822345257, "loss_rpn_cls": 0.08088968601077795, "loss_rpn_loc": 0.11031526094302535, "lr": 0.0001, "mask_rcnn/accuracy": 0.8444450704343323, "mask_rcnn/false_negative": 0.13096622682980852, "mask_rcnn/false_positive": 0.19158589579206342, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1418384709395468, "total_loss": 1.1845534755848348} {"data_time": 0.011516591534018517, "eta_seconds": 100941.41154959332, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.6136173704283348, "fast_rcnn/fg_cls_accuracy": 0.30754999212722406, "iteration": 1859, "loss_box_reg": 0.32196768186986446, "loss_cls": 0.34481411799788475, "loss_mask": 0.36468179151415825, "loss_rpn_cls": 0.06822041189298034, "loss_rpn_loc": 0.10181799181737006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8402219442162362, "mask_rcnn/false_negative": 0.12837187480060774, "mask_rcnn/false_positive": 0.17983983704535242, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1529828619677573, "total_loss": 1.2296217666007578} {"data_time": 0.011957163456827402, "eta_seconds": 100925.30871063471, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.6488364361702128, "fast_rcnn/fg_cls_accuracy": 0.3358289667518228, "iteration": 1879, "loss_box_reg": 0.33685483410954475, "loss_cls": 0.3589218817651272, "loss_mask": 0.3513263948261738, "loss_rpn_cls": 0.0877702971920371, "loss_rpn_loc": 0.11486594844609499, "lr": 0.0001, "mask_rcnn/accuracy": 0.8276647887132629, "mask_rcnn/false_negative": 0.1455580175424239, "mask_rcnn/false_positive": 0.18715665675787427, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 1.1440084567293525, "total_loss": 1.2595211071893573} {"data_time": 0.011412205873057246, "eta_seconds": 100895.60196867678, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5876957007952286, "fast_rcnn/fg_cls_accuracy": 0.3901849021478068, "iteration": 1899, "loss_box_reg": 0.30557422805577517, "loss_cls": 0.32169679552316666, "loss_mask": 0.3381691388785839, "loss_rpn_cls": 0.07614128664135933, "loss_rpn_loc": 0.11226637288928032, "lr": 0.0001, "mask_rcnn/accuracy": 0.854301521948233, "mask_rcnn/false_negative": 0.1212930267373475, "mask_rcnn/false_positive": 0.16907758901921632, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1372109779622406, "total_loss": 1.1978192832320929} {"data_time": 0.011810722993686795, "eta_seconds": 100867.95638736337, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.621907040328093, "fast_rcnn/fg_cls_accuracy": 0.3481977556957721, "iteration": 1919, "loss_box_reg": 0.33362563513219357, "loss_cls": 0.36131496727466583, "loss_mask": 0.345070268958807, "loss_rpn_cls": 0.06391385104507208, "loss_rpn_loc": 0.09344633272849023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8473322088068183, "mask_rcnn/false_negative": 0.12399817432124542, "mask_rcnn/false_positive": 0.17377677101329564, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.1502566884737462, "total_loss": 1.16679593664594} {"data_time": 0.013264113571494818, "eta_seconds": 100842.9773119837, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.592620578093738, "fast_rcnn/fg_cls_accuracy": 0.39308064066420895, "iteration": 1939, "loss_box_reg": 0.3362213633954525, "loss_cls": 0.34895526617765427, "loss_mask": 0.3524737171828747, "loss_rpn_cls": 0.07102061342447996, "loss_rpn_loc": 0.11219846969470382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8483466386554621, "mask_rcnn/false_negative": 0.1320945485331224, "mask_rcnn/false_positive": 0.1808723514248116, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1484926750417799, "total_loss": 1.2787184822373092} {"data_time": 0.011572819203138351, "eta_seconds": 100833.68337363005, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.6143457117595048, "fast_rcnn/fg_cls_accuracy": 0.3231456043956044, "iteration": 1959, "loss_box_reg": 0.320799408480525, "loss_cls": 0.3379869554191828, "loss_mask": 0.3500193692743778, "loss_rpn_cls": 0.0669353511184454, "loss_rpn_loc": 0.0982267465442419, "lr": 0.0001, "mask_rcnn/accuracy": 0.841660988446604, "mask_rcnn/false_negative": 0.14257917956158941, "mask_rcnn/false_positive": 0.18267884751363056, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1470269528217614, "total_loss": 1.189975022803992} {"data_time": 0.012192445574328303, "eta_seconds": 100875.61040088069, "fast_rcnn/cls_accuracy": 0.892333984375, "fast_rcnn/false_negative": 0.6809975738547167, "fast_rcnn/fg_cls_accuracy": 0.2947969408583623, "iteration": 1979, "loss_box_reg": 0.3242979757487774, "loss_cls": 0.33724647387862206, "loss_mask": 0.3663218468427658, "loss_rpn_cls": 0.07246421789750457, "loss_rpn_loc": 0.10029677860438824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8078927860576407, "mask_rcnn/false_negative": 0.1472974189392626, "mask_rcnn/false_positive": 0.2366496887985703, "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": 1.1531947564799339, "total_loss": 1.2045453805476427} {"data_time": 0.011948082596063614, "eta_seconds": 100820.99346071482, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.6038449163449164, "fast_rcnn/fg_cls_accuracy": 0.36893873403019745, "iteration": 1999, "loss_box_reg": 0.28859731182456017, "loss_cls": 0.3202538229525089, "loss_mask": 0.33288243785500526, "loss_rpn_cls": 0.06216527824290097, "loss_rpn_loc": 0.08909283485263586, "lr": 0.0001, "mask_rcnn/accuracy": 0.856147912461688, "mask_rcnn/false_negative": 0.10957257374657026, "mask_rcnn/false_positive": 0.17115900682521312, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1394765868317336, "total_loss": 1.1193888615816832} {"data_time": 0.012655466329306364, "eta_seconds": 100805.70618091617, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.6315866741953698, "fast_rcnn/fg_cls_accuracy": 0.32592334494773517, "iteration": 2019, "loss_box_reg": 0.31629347801208496, "loss_cls": 0.3538948781788349, "loss_mask": 0.35012343525886536, "loss_rpn_cls": 0.08778926031664014, "loss_rpn_loc": 0.10105056432075799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8425348486528521, "mask_rcnn/false_negative": 0.12357017795433421, "mask_rcnn/false_positive": 0.19300431699015197, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1605622835922986, "total_loss": 1.2006793876644224} {"data_time": 0.011975267669185996, "eta_seconds": 100822.27304751053, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.6076761591821833, "fast_rcnn/fg_cls_accuracy": 0.3582126026757707, "iteration": 2039, "loss_box_reg": 0.3127099610865116, "loss_cls": 0.319949297234416, "loss_mask": 0.3431140407919884, "loss_rpn_cls": 0.0777542614378035, "loss_rpn_loc": 0.10749963531270623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8516034369829013, "mask_rcnn/false_negative": 0.12118637648941799, "mask_rcnn/false_positive": 0.18972432055947752, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1529855178669095, "total_loss": 1.163095801603049} {"data_time": 0.011683474062010646, "eta_seconds": 100783.92613784876, "fast_rcnn/cls_accuracy": 0.900634765625, "fast_rcnn/false_negative": 0.6075708708198948, "fast_rcnn/fg_cls_accuracy": 0.3467171717171717, "iteration": 2059, "loss_box_reg": 0.32408543676137924, "loss_cls": 0.34106104262173176, "loss_mask": 0.3449425473809242, "loss_rpn_cls": 0.06987154483795166, "loss_rpn_loc": 0.09398251352831721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8460119618317126, "mask_rcnn/false_negative": 0.13399882233226063, "mask_rcnn/false_positive": 0.16991241634798263, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1409761456307024, "total_loss": 1.1702071409672499} {"data_time": 0.012561969924718142, "eta_seconds": 100790.07129741833, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.6431477171671303, "fast_rcnn/fg_cls_accuracy": 0.31355337078651685, "iteration": 2079, "loss_box_reg": 0.318592319265008, "loss_cls": 0.3301817160099745, "loss_mask": 0.3543196804821491, "loss_rpn_cls": 0.069019656162709, "loss_rpn_loc": 0.11212091334164143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8471106191095223, "mask_rcnn/false_negative": 0.1244836230385882, "mask_rcnn/false_positive": 0.20615836503012736, "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": 1.1603456761222333, "total_loss": 1.1621243385598063} {"data_time": 0.012129879090934992, "eta_seconds": 100783.33737887442, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5918653576437588, "fast_rcnn/fg_cls_accuracy": 0.34589761570827493, "iteration": 2099, "loss_box_reg": 0.29861561581492424, "loss_cls": 0.320929815992713, "loss_mask": 0.342739999294281, "loss_rpn_cls": 0.07725229859352112, "loss_rpn_loc": 0.10397039307281375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8337304781306221, "mask_rcnn/false_negative": 0.12099400370999466, "mask_rcnn/false_positive": 0.1991996620395466, "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": 1.1559763946570456, "total_loss": 1.156271293759346} {"data_time": 0.011953927343711257, "eta_seconds": 100772.86317814142, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.6098281563397843, "fast_rcnn/fg_cls_accuracy": 0.3422980458670901, "iteration": 2119, "loss_box_reg": 0.3152800239622593, "loss_cls": 0.32848528027534485, "loss_mask": 0.36435411870479584, "loss_rpn_cls": 0.08172039967030287, "loss_rpn_loc": 0.11140063032507896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8406719686018547, "mask_rcnn/false_negative": 0.11650191199070792, "mask_rcnn/false_positive": 0.19865645893615508, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.149581844219938, "total_loss": 1.1933200163766742} {"data_time": 0.011367652332410216, "eta_seconds": 100737.4746542424, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.621388293071152, "fast_rcnn/fg_cls_accuracy": 0.3712074510854999, "iteration": 2139, "loss_box_reg": 0.3049731068313122, "loss_cls": 0.3082484472543001, "loss_mask": 0.3389950878918171, "loss_rpn_cls": 0.07330546388402581, "loss_rpn_loc": 0.09718460030853748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8490505237421055, "mask_rcnn/false_negative": 0.12132363463976449, "mask_rcnn/false_positive": 0.18875933318032745, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1429322583135217, "total_loss": 1.1192067947704345} {"data_time": 0.012451936956495047, "eta_seconds": 100724.30667489767, "fast_rcnn/cls_accuracy": 0.890380859375, "fast_rcnn/false_negative": 0.6366065657588825, "fast_rcnn/fg_cls_accuracy": 0.3401682439537329, "iteration": 2159, "loss_box_reg": 0.3158688209950924, "loss_cls": 0.33330706134438515, "loss_mask": 0.3459498882293701, "loss_rpn_cls": 0.07814914919435978, "loss_rpn_loc": 0.11614048015326262, "lr": 0.0001, "mask_rcnn/accuracy": 0.8429964807705261, "mask_rcnn/false_negative": 0.13162112375546753, "mask_rcnn/false_positive": 0.19649573494126688, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1498937141150236, "total_loss": 1.1862461240962148} {"data_time": 0.01247227587737143, "eta_seconds": 100701.37308958918, "fast_rcnn/cls_accuracy": 0.906982421875, "fast_rcnn/false_negative": 0.5924555452770068, "fast_rcnn/fg_cls_accuracy": 0.39763672932621646, "iteration": 2179, "loss_box_reg": 0.3121907375752926, "loss_cls": 0.31467804685235023, "loss_mask": 0.3330208510160446, "loss_rpn_cls": 0.0639535328373313, "loss_rpn_loc": 0.1059842489194125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8495743258263397, "mask_rcnn/false_negative": 0.10914561673662765, "mask_rcnn/false_positive": 0.196678006144136, "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": 1.1582695469260216, "total_loss": 1.1326777185313404} {"data_time": 0.013300315709784627, "eta_seconds": 100684.08460686915, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.6189883913764511, "fast_rcnn/fg_cls_accuracy": 0.3273549090990058, "iteration": 2199, "loss_box_reg": 0.3305841535329819, "loss_cls": 0.3328296095132828, "loss_mask": 0.32435040175914764, "loss_rpn_cls": 0.06923483242280781, "loss_rpn_loc": 0.09753948030993342, "lr": 0.0001, "mask_rcnn/accuracy": 0.848850771020205, "mask_rcnn/false_negative": 0.11146863589004284, "mask_rcnn/false_positive": 0.19890925300179932, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1518873469904065, "total_loss": 1.1756967422552407} {"data_time": 0.011942785466089845, "eta_seconds": 100661.14973566029, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.5887046307884856, "fast_rcnn/fg_cls_accuracy": 0.32245743727598564, "iteration": 2219, "loss_box_reg": 0.31327615305781364, "loss_cls": 0.3455390892922878, "loss_mask": 0.33747464790940285, "loss_rpn_cls": 0.06696111615747213, "loss_rpn_loc": 0.09912826307117939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8610874089526077, "mask_rcnn/false_negative": 0.10250152055057055, "mask_rcnn/false_positive": 0.1657299681262605, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.145337287336588, "total_loss": 1.1429978697560728} {"data_time": 0.012215999886393547, "eta_seconds": 100638.21486445144, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5668598355575138, "fast_rcnn/fg_cls_accuracy": 0.3807053769170566, "iteration": 2239, "loss_box_reg": 0.3285052999854088, "loss_cls": 0.3301754631102085, "loss_mask": 0.32322912849485874, "loss_rpn_cls": 0.06376252160407603, "loss_rpn_loc": 0.10448137810453773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8399562563193417, "mask_rcnn/false_negative": 0.12334547561974077, "mask_rcnn/false_positive": 0.1935653914969344, "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": 1.130393042229116, "total_loss": 1.174933522939682} {"data_time": 0.01179035590030253, "eta_seconds": 100622.69699076656, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.5796999691749152, "fast_rcnn/fg_cls_accuracy": 0.414999275047122, "iteration": 2259, "loss_box_reg": 0.3060006983578205, "loss_cls": 0.3120909817516804, "loss_mask": 0.33174922317266464, "loss_rpn_cls": 0.06261969078332186, "loss_rpn_loc": 0.09928840771317482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8591350085031728, "mask_rcnn/false_negative": 0.11044490468639671, "mask_rcnn/false_positive": 0.16775334399732827, "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": 1.1467975864652544, "total_loss": 1.1113528911955655} {"data_time": 0.013033917173743248, "eta_seconds": 100594.58548134193, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5840291750503018, "fast_rcnn/fg_cls_accuracy": 0.38319598441714114, "iteration": 2279, "loss_box_reg": 0.2783680781722069, "loss_cls": 0.2835343945771456, "loss_mask": 0.3514089547097683, "loss_rpn_cls": 0.06626904103904963, "loss_rpn_loc": 0.1078639323823154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8458187820582779, "mask_rcnn/false_negative": 0.12694790947831677, "mask_rcnn/false_positive": 0.1857438149903453, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 206.625, "rpn/num_pos_anchors": 49.375, "time": 1.1393417494837195, "total_loss": 1.082975521683693} {"data_time": 0.013256028993055224, "eta_seconds": 100571.65009933524, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5628884174161206, "fast_rcnn/fg_cls_accuracy": 0.4070590661228979, "iteration": 2299, "loss_box_reg": 0.3275227788835764, "loss_cls": 0.3256768174469471, "loss_mask": 0.33722902089357376, "loss_rpn_cls": 0.06357573275454342, "loss_rpn_loc": 0.09536376013420522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8431350083644263, "mask_rcnn/false_negative": 0.12305406869112072, "mask_rcnn/false_positive": 0.19260841260844358, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1499817196745425, "total_loss": 1.16438699956052} {"data_time": 0.012482878984883428, "eta_seconds": 100567.9870505631, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.5867181269226387, "fast_rcnn/fg_cls_accuracy": 0.3784428373595938, "iteration": 2319, "loss_box_reg": 0.32119398564100266, "loss_cls": 0.32500953786075115, "loss_mask": 0.3486188314855099, "loss_rpn_cls": 0.07470359513536096, "loss_rpn_loc": 0.0888272151350975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8438765751575157, "mask_rcnn/false_negative": 0.13580781311868034, "mask_rcnn/false_positive": 0.19513821368267956, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1555984066799283, "total_loss": 1.1518276538699865} {"data_time": 0.011870060581713915, "eta_seconds": 100562.95129540376, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.6275862068965518, "fast_rcnn/fg_cls_accuracy": 0.361181857204178, "iteration": 2339, "loss_box_reg": 0.30011546425521374, "loss_cls": 0.31316387839615345, "loss_mask": 0.34468547254800797, "loss_rpn_cls": 0.061556534143164754, "loss_rpn_loc": 0.09048646362498403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8415247322090403, "mask_rcnn/false_negative": 0.13500485110903426, "mask_rcnn/false_positive": 0.198681220006527, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1547220370266587, "total_loss": 1.1263585956767201} {"data_time": 0.012403121450915933, "eta_seconds": 100559.60164109245, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.5618371536093055, "fast_rcnn/fg_cls_accuracy": 0.388532477947073, "iteration": 2359, "loss_box_reg": 0.2984531670808792, "loss_cls": 0.31067929044365883, "loss_mask": 0.33705305494368076, "loss_rpn_cls": 0.0604069703258574, "loss_rpn_loc": 0.1089502617251128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8556997679597526, "mask_rcnn/false_negative": 0.11929897230890754, "mask_rcnn/false_positive": 0.1413192742844231, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1561725784558803, "total_loss": 1.0972028118558228} {"data_time": 0.013157718582078815, "eta_seconds": 100517.06356951036, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.5954980751865406, "fast_rcnn/fg_cls_accuracy": 0.3369096347607053, "iteration": 2379, "loss_box_reg": 0.2941506616771221, "loss_cls": 0.3195774909108877, "loss_mask": 0.32270919531583786, "loss_rpn_cls": 0.06406311504542828, "loss_rpn_loc": 0.08689294848591089, "lr": 0.0001, "mask_rcnn/accuracy": 0.8440165092181215, "mask_rcnn/false_negative": 0.11961418811227936, "mask_rcnn/false_positive": 0.2004600490452299, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.144396727439016, "total_loss": 1.1001140498556197} {"data_time": 0.011773274978622794, "eta_seconds": 100517.6415768452, "fast_rcnn/cls_accuracy": 0.89208984375, "fast_rcnn/false_negative": 0.5765151515151515, "fast_rcnn/fg_cls_accuracy": 0.37102819660959196, "iteration": 2399, "loss_box_reg": 0.3080842010676861, "loss_cls": 0.32746621966362, "loss_mask": 0.35559894517064095, "loss_rpn_cls": 0.07753025181591511, "loss_rpn_loc": 0.1030317674158141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8534486450582768, "mask_rcnn/false_negative": 0.11619422699464657, "mask_rcnn/false_positive": 0.18688642702666292, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.1540208421647549, "total_loss": 1.1943252738565207} {"data_time": 0.013378068106248975, "eta_seconds": 100525.22000734229, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.5792326344316074, "fast_rcnn/fg_cls_accuracy": 0.3763775308124228, "iteration": 2419, "loss_box_reg": 0.34125969745218754, "loss_cls": 0.33451835811138153, "loss_mask": 0.34056075289845467, "loss_rpn_cls": 0.07362368702888489, "loss_rpn_loc": 0.09996950859203935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8497485623661851, "mask_rcnn/false_negative": 0.126962391800604, "mask_rcnn/false_positive": 0.18565152915775707, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1680982385296375, "total_loss": 1.1934578157961369} {"data_time": 0.013202166883274913, "eta_seconds": 100531.96075205691, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.6175595238095238, "fast_rcnn/fg_cls_accuracy": 0.32511496285815356, "iteration": 2439, "loss_box_reg": 0.32661898247897625, "loss_cls": 0.32436588034033775, "loss_mask": 0.3292744141072035, "loss_rpn_cls": 0.06459660455584526, "loss_rpn_loc": 0.10175515152513981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8287444765685897, "mask_rcnn/false_negative": 0.12086377149799296, "mask_rcnn/false_positive": 0.18505208173049653, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.164644388947636, "total_loss": 1.137571645900607} {"data_time": 0.01212176657281816, "eta_seconds": 100518.62835855223, "fast_rcnn/cls_accuracy": 0.895751953125, "fast_rcnn/false_negative": 0.5891396471863605, "fast_rcnn/fg_cls_accuracy": 0.3492611368784381, "iteration": 2459, "loss_box_reg": 0.30198926106095314, "loss_cls": 0.3331836322322488, "loss_mask": 0.3294511251151562, "loss_rpn_cls": 0.0725170886144042, "loss_rpn_loc": 0.09992530243471265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8407621714715052, "mask_rcnn/false_negative": 0.13621054068601, "mask_rcnn/false_positive": 0.16805106169306566, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1663244704250246, "total_loss": 1.1690686587244272} {"data_time": 0.011993470136076212, "eta_seconds": 100534.31891936809, "fast_rcnn/cls_accuracy": 0.904052734375, "fast_rcnn/false_negative": 0.6065572513229542, "fast_rcnn/fg_cls_accuracy": 0.3328570262105005, "iteration": 2479, "loss_box_reg": 0.32390158623456955, "loss_cls": 0.3254914656281471, "loss_mask": 0.34220049157738686, "loss_rpn_cls": 0.06803415296599269, "loss_rpn_loc": 0.0969425851944834, "lr": 0.0001, "mask_rcnn/accuracy": 0.8441883512734873, "mask_rcnn/false_negative": 0.12761519812187755, "mask_rcnn/false_positive": 0.1864157850905595, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1680396834854037, "total_loss": 1.1794340824708343} {"data_time": 0.013621240155771375, "eta_seconds": 100513.6547726579, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.5598557692307693, "fast_rcnn/fg_cls_accuracy": 0.4329326923076923, "iteration": 2499, "loss_box_reg": 0.3087837491184473, "loss_cls": 0.33206249214708805, "loss_mask": 0.34025468677282333, "loss_rpn_cls": 0.07509706681594253, "loss_rpn_loc": 0.11122733913362026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8458144621484958, "mask_rcnn/false_negative": 0.13964608770944983, "mask_rcnn/false_positive": 0.1926605598153607, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1543196050915867, "total_loss": 1.1769099035300314} {"data_time": 0.012603078503161669, "eta_seconds": 100488.3708759863, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.51960414194801, "fast_rcnn/fg_cls_accuracy": 0.4085491858766523, "iteration": 2519, "loss_box_reg": 0.30978970788419247, "loss_cls": 0.31736268661916256, "loss_mask": 0.3274151049554348, "loss_rpn_cls": 0.073318837210536, "loss_rpn_loc": 0.10093117505311966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8568700066495851, "mask_rcnn/false_negative": 0.11921204320365944, "mask_rcnn/false_positive": 0.15552258914611056, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1323124815244228, "total_loss": 1.148788730148226} {"data_time": 0.011985940160229802, "eta_seconds": 100445.41220412124, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.5323867595818815, "fast_rcnn/fg_cls_accuracy": 0.42461433102652824, "iteration": 2539, "loss_box_reg": 0.289090771228075, "loss_cls": 0.3119993470609188, "loss_mask": 0.33260130882263184, "loss_rpn_cls": 0.06385786877945065, "loss_rpn_loc": 0.09382516704499722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8481018135395771, "mask_rcnn/false_negative": 0.13034482685082938, "mask_rcnn/false_positive": 0.18048175592029855, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1423239100258797, "total_loss": 1.0951036675833166} {"data_time": 0.012030815938487649, "eta_seconds": 100422.44275243953, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.5745303867403315, "fast_rcnn/fg_cls_accuracy": 0.39511218852181756, "iteration": 2559, "loss_box_reg": 0.3165657538920641, "loss_cls": 0.33135422319173813, "loss_mask": 0.33595525473356247, "loss_rpn_cls": 0.05803036130964756, "loss_rpn_loc": 0.108837204053998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8469574496465253, "mask_rcnn/false_negative": 0.12248039975704189, "mask_rcnn/false_positive": 0.18096411685120167, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1551577560603619, "total_loss": 1.1580446851439774} {"data_time": 0.011874730931594968, "eta_seconds": 100380.83722989075, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.5487536062757301, "fast_rcnn/fg_cls_accuracy": 0.40500485908649175, "iteration": 2579, "loss_box_reg": 0.3235420398414135, "loss_cls": 0.3250199668109417, "loss_mask": 0.34393931180238724, "loss_rpn_cls": 0.07880852837115526, "loss_rpn_loc": 0.10128038888797164, "lr": 0.0001, "mask_rcnn/accuracy": 0.8515373254564984, "mask_rcnn/false_negative": 0.1254376605422049, "mask_rcnn/false_positive": 0.18075710428423003, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1300245982129127, "total_loss": 1.164432185003534} {"data_time": 0.012368847616016865, "eta_seconds": 100429.17649606243, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.5967238925727435, "fast_rcnn/fg_cls_accuracy": 0.372258628221931, "iteration": 2599, "loss_box_reg": 0.305749736726284, "loss_cls": 0.3027976527810097, "loss_mask": 0.331915732473135, "loss_rpn_cls": 0.06693128356710076, "loss_rpn_loc": 0.10362625308334827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8553552197108436, "mask_rcnn/false_negative": 0.11804650494275844, "mask_rcnn/false_positive": 0.16365322231231152, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.1668384429067373, "total_loss": 1.1298810243606567} {"data_time": 0.01274580042809248, "eta_seconds": 100375.80747468397, "fast_rcnn/cls_accuracy": 0.89208984375, "fast_rcnn/false_negative": 0.5958889983730149, "fast_rcnn/fg_cls_accuracy": 0.3846177001806141, "iteration": 2619, "loss_box_reg": 0.3126867711544037, "loss_cls": 0.297722514718771, "loss_mask": 0.3379244692623615, "loss_rpn_cls": 0.07309716008603573, "loss_rpn_loc": 0.11001438763923943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8456100720986275, "mask_rcnn/false_negative": 0.11267791925558818, "mask_rcnn/false_positive": 0.20841651577408646, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.1347210325766355, "total_loss": 1.098989962367341} {"data_time": 0.01312926271930337, "eta_seconds": 100382.75485798717, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.5641588013504522, "fast_rcnn/fg_cls_accuracy": 0.3661481689088191, "iteration": 2639, "loss_box_reg": 0.32288001850247383, "loss_cls": 0.31367698684334755, "loss_mask": 0.3355399779975414, "loss_rpn_cls": 0.06862551206722856, "loss_rpn_loc": 0.10621821274980903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8433685007571934, "mask_rcnn/false_negative": 0.14781903886166192, "mask_rcnn/false_positive": 0.19141326240099082, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.160845713922754, "total_loss": 1.1392526593990624} {"data_time": 0.012967174872756004, "eta_seconds": 100329.85837535933, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.6079192546583851, "fast_rcnn/fg_cls_accuracy": 0.3234126984126984, "iteration": 2659, "loss_box_reg": 0.29524667002260685, "loss_cls": 0.3135686535388231, "loss_mask": 0.3457824531942606, "loss_rpn_cls": 0.07244233950041234, "loss_rpn_loc": 0.10068910336121917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8445775079089288, "mask_rcnn/false_negative": 0.12948581017064756, "mask_rcnn/false_positive": 0.15935614996573796, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1403015870600939, "total_loss": 1.1356892893090844} {"data_time": 0.01146892155520618, "eta_seconds": 100325.90177857317, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.5924128011506652, "fast_rcnn/fg_cls_accuracy": 0.3730889980889981, "iteration": 2679, "loss_box_reg": 0.28678218834102154, "loss_cls": 0.29449137300252914, "loss_mask": 0.32436390593647957, "loss_rpn_cls": 0.07236437406390905, "loss_rpn_loc": 0.10024870047345757, "lr": 0.0001, "mask_rcnn/accuracy": 0.8553115671206061, "mask_rcnn/false_negative": 0.1115279186594197, "mask_rcnn/false_positive": 0.18215685589865208, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.167821889044717, "total_loss": 1.1156134898774326} {"data_time": 0.012044033966958523, "eta_seconds": 100329.69948083628, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.5598533901679965, "fast_rcnn/fg_cls_accuracy": 0.40798927823975106, "iteration": 2699, "loss_box_reg": 0.30945741198956966, "loss_cls": 0.3092077486217022, "loss_mask": 0.32384899258613586, "loss_rpn_cls": 0.058276884723454714, "loss_rpn_loc": 0.09116192255169153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8607740130566905, "mask_rcnn/false_negative": 0.11407093151734174, "mask_rcnn/false_positive": 0.1612941684315083, "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": 1.1722664742264897, "total_loss": 1.1129819150082767} {"data_time": 0.011208642041310668, "eta_seconds": 100304.84826035798, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.5747556454330974, "fast_rcnn/fg_cls_accuracy": 0.39010528699196195, "iteration": 2719, "loss_box_reg": 0.3164275661110878, "loss_cls": 0.3189342487603426, "loss_mask": 0.3290681429207325, "loss_rpn_cls": 0.06432508723810315, "loss_rpn_loc": 0.09993967670015991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8428414808158111, "mask_rcnn/false_negative": 0.12241999650604639, "mask_rcnn/false_positive": 0.18310496882314128, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1154074929654598, "total_loss": 1.1252322949003428} {"data_time": 0.012250581057742238, "eta_seconds": 100287.39020416979, "fast_rcnn/cls_accuracy": 0.903564453125, "fast_rcnn/false_negative": 0.5312508833922261, "fast_rcnn/fg_cls_accuracy": 0.37319460500963386, "iteration": 2739, "loss_box_reg": 0.314315527677536, "loss_cls": 0.3115859366953373, "loss_mask": 0.33733985386788845, "loss_rpn_cls": 0.06801722815725952, "loss_rpn_loc": 0.0991985893342644, "lr": 0.0001, "mask_rcnn/accuracy": 0.8706515250845908, "mask_rcnn/false_negative": 0.10864276775751866, "mask_rcnn/false_positive": 0.1648227389638225, "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": 1.1423305692151189, "total_loss": 1.1544342446140945} {"data_time": 0.012634479673579335, "eta_seconds": 100384.72358219326, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5498324771052043, "fast_rcnn/fg_cls_accuracy": 0.3939574813013522, "iteration": 2759, "loss_box_reg": 0.31879961118102074, "loss_cls": 0.32862047106027603, "loss_mask": 0.319470539689064, "loss_rpn_cls": 0.06909203715622425, "loss_rpn_loc": 0.11737847980111837, "lr": 0.0001, "mask_rcnn/accuracy": 0.854051865374336, "mask_rcnn/false_negative": 0.13036898389744223, "mask_rcnn/false_positive": 0.16443635955175306, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.153203094145283, "total_loss": 1.1114254333078861} {"data_time": 0.012425781460478902, "eta_seconds": 100410.08724886458, "fast_rcnn/cls_accuracy": 0.891845703125, "fast_rcnn/false_negative": 0.5576442526124489, "fast_rcnn/fg_cls_accuracy": 0.3271812523078546, "iteration": 2779, "loss_box_reg": 0.3128846175968647, "loss_cls": 0.333907600492239, "loss_mask": 0.3318582586944103, "loss_rpn_cls": 0.07463782979175448, "loss_rpn_loc": 0.1236066184937954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8524798196790677, "mask_rcnn/false_negative": 0.1345392214267398, "mask_rcnn/false_positive": 0.17390130123591807, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1611711469013244, "total_loss": 1.1602800632826984} {"data_time": 0.011216101003810763, "eta_seconds": 100387.062693201, "fast_rcnn/cls_accuracy": 0.895751953125, "fast_rcnn/false_negative": 0.6021305939981928, "fast_rcnn/fg_cls_accuracy": 0.34400885935769654, "iteration": 2799, "loss_box_reg": 0.2838631998747587, "loss_cls": 0.30690697953104973, "loss_mask": 0.3297114446759224, "loss_rpn_cls": 0.06712382799014449, "loss_rpn_loc": 0.10501787113025784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8504989328852965, "mask_rcnn/false_negative": 0.1233006646621008, "mask_rcnn/false_positive": 0.18185181010644696, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1439453340135515, "total_loss": 1.0965750914765522} {"data_time": 0.012731972383335233, "eta_seconds": 100346.22427602299, "fast_rcnn/cls_accuracy": 0.902587890625, "fast_rcnn/false_negative": 0.5455941412709662, "fast_rcnn/fg_cls_accuracy": 0.38007636237417564, "iteration": 2819, "loss_box_reg": 0.30241783149540424, "loss_cls": 0.30919378623366356, "loss_mask": 0.324716717004776, "loss_rpn_cls": 0.06788997165858746, "loss_rpn_loc": 0.09919996466487646, "lr": 0.0001, "mask_rcnn/accuracy": 0.8560850947521865, "mask_rcnn/false_negative": 0.12180732547320194, "mask_rcnn/false_positive": 0.176157625902452, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1531189500819892, "total_loss": 1.1252676339354366} {"data_time": 0.013421133160591125, "eta_seconds": 100341.01358187385, "fast_rcnn/cls_accuracy": 0.890869140625, "fast_rcnn/false_negative": 0.5960326233083381, "fast_rcnn/fg_cls_accuracy": 0.35951747504377285, "iteration": 2839, "loss_box_reg": 0.3059266321361065, "loss_cls": 0.3169049695134163, "loss_mask": 0.3333597332239151, "loss_rpn_cls": 0.0608731412794441, "loss_rpn_loc": 0.0949384099803865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8475501777152405, "mask_rcnn/false_negative": 0.11235952624749711, "mask_rcnn/false_positive": 0.1970961124756067, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1433498875703663, "total_loss": 1.128161886939779} {"data_time": 0.01259893155656755, "eta_seconds": 100332.5585596636, "fast_rcnn/cls_accuracy": 0.900146484375, "fast_rcnn/false_negative": 0.6139383788559228, "fast_rcnn/fg_cls_accuracy": 0.36880803984881483, "iteration": 2859, "loss_box_reg": 0.31477852538228035, "loss_cls": 0.32124342396855354, "loss_mask": 0.3412187620997429, "loss_rpn_cls": 0.06706164660863578, "loss_rpn_loc": 0.10894343815743923, "lr": 0.0001, "mask_rcnn/accuracy": 0.844758760282176, "mask_rcnn/false_negative": 0.12608864065265638, "mask_rcnn/false_positive": 0.17504212222156088, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1552881461102515, "total_loss": 1.1699569537304342} {"data_time": 0.01344467606395483, "eta_seconds": 100294.96447054669, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.5472431937771677, "fast_rcnn/fg_cls_accuracy": 0.4266713747645951, "iteration": 2879, "loss_box_reg": 0.29107046872377396, "loss_cls": 0.30895771086215973, "loss_mask": 0.3347383737564087, "loss_rpn_cls": 0.062141251284629107, "loss_rpn_loc": 0.09714005049318075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8529839309417147, "mask_rcnn/false_negative": 0.13498860076747343, "mask_rcnn/false_positive": 0.1574539850769165, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.132248640526086, "total_loss": 1.1146169241983443} {"data_time": 0.013184696901589632, "eta_seconds": 100243.77320304047, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5801707328672658, "fast_rcnn/fg_cls_accuracy": 0.38888888888888884, "iteration": 2899, "loss_box_reg": 0.2786304075270891, "loss_cls": 0.2685693223029375, "loss_mask": 0.3315923251211643, "loss_rpn_cls": 0.06373784178867936, "loss_rpn_loc": 0.09326588129624724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8422623991457048, "mask_rcnn/false_negative": 0.12526878190820157, "mask_rcnn/false_positive": 0.19002543536815603, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1455532892141491, "total_loss": 1.0404108702205122} {"data_time": 0.011636102572083473, "eta_seconds": 100209.15700474754, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.571797711332595, "fast_rcnn/fg_cls_accuracy": 0.42256992819633477, "iteration": 2919, "loss_box_reg": 0.2856262754648924, "loss_cls": 0.2949539218097925, "loss_mask": 0.31894470006227493, "loss_rpn_cls": 0.05438395729288459, "loss_rpn_loc": 0.0934156971052289, "lr": 0.0001, "mask_rcnn/accuracy": 0.8523462286985248, "mask_rcnn/false_negative": 0.1279622818387231, "mask_rcnn/false_positive": 0.16246049984388594, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.146618306869641, "total_loss": 1.0607423858018592} {"data_time": 0.012711485615000129, "eta_seconds": 100186.14158053882, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.5313422179914327, "fast_rcnn/fg_cls_accuracy": 0.40014948462568006, "iteration": 2939, "loss_box_reg": 0.31223435141146183, "loss_cls": 0.31351473554968834, "loss_mask": 0.33551333472132683, "loss_rpn_cls": 0.055939989164471626, "loss_rpn_loc": 0.09802463464438915, "lr": 0.0001, "mask_rcnn/accuracy": 0.849014324443371, "mask_rcnn/false_negative": 0.11631442602793207, "mask_rcnn/false_positive": 0.1884662622120492, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1533593549393117, "total_loss": 1.103961240267381} {"data_time": 0.011260672472417355, "eta_seconds": 100155.70092916489, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.5460474308300396, "fast_rcnn/fg_cls_accuracy": 0.4204458775396991, "iteration": 2959, "loss_box_reg": 0.2881078664213419, "loss_cls": 0.28604377806186676, "loss_mask": 0.32295303978025913, "loss_rpn_cls": 0.05559732601977885, "loss_rpn_loc": 0.08487104251980782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8559699098937821, "mask_rcnn/false_negative": 0.11464527959460516, "mask_rcnn/false_positive": 0.1853600113061908, "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": 1.1399113801307976, "total_loss": 1.0094912035856396} {"data_time": 0.012085392605513334, "eta_seconds": 100140.1107321214, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.5093404438867539, "fast_rcnn/fg_cls_accuracy": 0.4587996488918148, "iteration": 2979, "loss_box_reg": 0.3058092836290598, "loss_cls": 0.2967491913586855, "loss_mask": 0.3255623076111078, "loss_rpn_cls": 0.06012439448386431, "loss_rpn_loc": 0.09458496840670705, "lr": 0.0001, "mask_rcnn/accuracy": 0.847982357619986, "mask_rcnn/false_negative": 0.12310043032419718, "mask_rcnn/false_positive": 0.17093138728158097, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.1552957710810006, "total_loss": 1.105434282682836} {"data_time": 0.012423410546034575, "eta_seconds": 100125.63974526711, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.509693651028563, "fast_rcnn/fg_cls_accuracy": 0.4267468587189703, "iteration": 2999, "loss_box_reg": 0.28695037588477135, "loss_cls": 0.3132286798208952, "loss_mask": 0.3261129967868328, "loss_rpn_cls": 0.06261503370478749, "loss_rpn_loc": 0.09100344916805625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8551294412977779, "mask_rcnn/false_negative": 0.11455242834915325, "mask_rcnn/false_positive": 0.19046988846098345, "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": 1.1408530054613948, "total_loss": 1.0609007107559592} {"data_time": 0.011314298026263714, "eta_seconds": 100085.02308046445, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.5955052648121955, "fast_rcnn/fg_cls_accuracy": 0.3784780578898226, "iteration": 3019, "loss_box_reg": 0.2937282621860504, "loss_cls": 0.2897913120687008, "loss_mask": 0.3235820420086384, "loss_rpn_cls": 0.0570972531568259, "loss_rpn_loc": 0.08672507060691714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8446365794640004, "mask_rcnn/false_negative": 0.12284022722984742, "mask_rcnn/false_positive": 0.19365729958933897, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1447268587071449, "total_loss": 1.0624579780269414} {"data_time": 0.01160989049822092, "eta_seconds": 100059.6685228683, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.5875089477451683, "fast_rcnn/fg_cls_accuracy": 0.3916301475261767, "iteration": 3039, "loss_box_reg": 0.30428316444158554, "loss_cls": 0.3108560275286436, "loss_mask": 0.3232541047036648, "loss_rpn_cls": 0.060716407373547554, "loss_rpn_loc": 0.10092474101111293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8568817573944676, "mask_rcnn/false_negative": 0.12504353115510194, "mask_rcnn/false_positive": 0.16225584783114205, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.149434900144115, "total_loss": 1.125434339279309} {"data_time": 0.013026065425947309, "eta_seconds": 100025.66198688, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.5205038570780323, "fast_rcnn/fg_cls_accuracy": 0.41941373534338355, "iteration": 3059, "loss_box_reg": 0.2799878381192684, "loss_cls": 0.2881733439862728, "loss_mask": 0.3154204059392214, "loss_rpn_cls": 0.06741604255512357, "loss_rpn_loc": 0.10140329343266785, "lr": 0.0001, "mask_rcnn/accuracy": 0.847922113591169, "mask_rcnn/false_negative": 0.13798790978326828, "mask_rcnn/false_positive": 0.17007511326170996, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1430600464809686, "total_loss": 1.0826310724951327} {"data_time": 0.012888033408671618, "eta_seconds": 99983.94239942543, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.5342018814394505, "fast_rcnn/fg_cls_accuracy": 0.408096893574072, "iteration": 3079, "loss_box_reg": 0.30237744376063347, "loss_cls": 0.30683821998536587, "loss_mask": 0.3314891345798969, "loss_rpn_cls": 0.05908446107059717, "loss_rpn_loc": 0.09863095078617334, "lr": 0.0001, "mask_rcnn/accuracy": 0.8630409606224052, "mask_rcnn/false_negative": 0.12067139943196764, "mask_rcnn/false_positive": 0.15732135461452046, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.150217229500413, "total_loss": 1.1203122464939952} {"data_time": 0.013064096914604306, "eta_seconds": 99936.49494631682, "fast_rcnn/cls_accuracy": 0.903076171875, "fast_rcnn/false_negative": 0.6258181693567733, "fast_rcnn/fg_cls_accuracy": 0.32689960512145505, "iteration": 3099, "loss_box_reg": 0.30744093284010887, "loss_cls": 0.30762089043855667, "loss_mask": 0.31914919428527355, "loss_rpn_cls": 0.060215439181774855, "loss_rpn_loc": 0.08903214824385941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8464683111147685, "mask_rcnn/false_negative": 0.11699360263732247, "mask_rcnn/false_positive": 0.17863614355194643, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.147377067944035, "total_loss": 1.0650934868026525} {"data_time": 0.012502488447353244, "eta_seconds": 99913.49460225552, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.5344002413570851, "fast_rcnn/fg_cls_accuracy": 0.4482234830194753, "iteration": 3119, "loss_box_reg": 0.3142068926244974, "loss_cls": 0.30636767484247684, "loss_mask": 0.31591120921075344, "loss_rpn_cls": 0.05443545617163181, "loss_rpn_loc": 0.08380369050428271, "lr": 0.0001, "mask_rcnn/accuracy": 0.854209849701159, "mask_rcnn/false_negative": 0.1208842725659994, "mask_rcnn/false_positive": 0.17071580886650492, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1513124029152095, "total_loss": 1.0644323590677232} {"data_time": 0.01144353044219315, "eta_seconds": 99899.73928634077, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.5128205128205128, "fast_rcnn/fg_cls_accuracy": 0.4444695697118491, "iteration": 3139, "loss_box_reg": 0.31216385029256344, "loss_cls": 0.31457034684717655, "loss_mask": 0.33817556500434875, "loss_rpn_cls": 0.06102702161297202, "loss_rpn_loc": 0.09643106628209352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8601129008565973, "mask_rcnn/false_negative": 0.11225428153133808, "mask_rcnn/false_positive": 0.16223163967666437, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1440733599010855, "total_loss": 1.1054999334737659} {"data_time": 0.01163110532797873, "eta_seconds": 99841.4025717508, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.5855843286081036, "fast_rcnn/fg_cls_accuracy": 0.36680221841347865, "iteration": 3159, "loss_box_reg": 0.2791208801791072, "loss_cls": 0.2797980923205614, "loss_mask": 0.3219912853091955, "loss_rpn_cls": 0.05972805852070451, "loss_rpn_loc": 0.08586395997554064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8531443699219394, "mask_rcnn/false_negative": 0.11354398883028041, "mask_rcnn/false_positive": 0.16212216472872382, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.143783209612593, "total_loss": 1.0442413340788335} {"data_time": 0.012041407404467463, "eta_seconds": 99818.4082367504, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5200017898693395, "fast_rcnn/fg_cls_accuracy": 0.4554685932169376, "iteration": 3179, "loss_box_reg": 0.288431940600276, "loss_cls": 0.2792933043092489, "loss_mask": 0.32365671545267105, "loss_rpn_cls": 0.05957964598201215, "loss_rpn_loc": 0.09586273948661983, "lr": 0.0001, "mask_rcnn/accuracy": 0.856657749794226, "mask_rcnn/false_negative": 0.11399844442417277, "mask_rcnn/false_positive": 0.17594849575531735, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1549913468770683, "total_loss": 1.0443383525125682} {"data_time": 0.012044215574860573, "eta_seconds": 99795.41390175, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5672015182884749, "fast_rcnn/fg_cls_accuracy": 0.39175459752788666, "iteration": 3199, "loss_box_reg": 0.28330656699836254, "loss_cls": 0.29290480352938175, "loss_mask": 0.3216173145920038, "loss_rpn_cls": 0.06713661691173911, "loss_rpn_loc": 0.09970473940484226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8627900116675148, "mask_rcnn/false_negative": 0.12629639091880965, "mask_rcnn/false_positive": 0.1519884741547813, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1497401294764131, "total_loss": 1.10125388414599} {"data_time": 0.011782526271417737, "eta_seconds": 99772.4195667496, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.5938465796392822, "fast_rcnn/fg_cls_accuracy": 0.3587637999182227, "iteration": 3219, "loss_box_reg": 0.30434511601924896, "loss_cls": 0.2947541009634733, "loss_mask": 0.3133409842848778, "loss_rpn_cls": 0.05894904490560293, "loss_rpn_loc": 0.10100771579891443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8539111542106823, "mask_rcnn/false_negative": 0.11198440964649461, "mask_rcnn/false_positive": 0.17900635821453442, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1183765472378582, "total_loss": 1.0705977784236893} {"data_time": 0.011639390839263797, "eta_seconds": 99776.67680575512, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.5986425339366516, "fast_rcnn/fg_cls_accuracy": 0.38472485768500947, "iteration": 3239, "loss_box_reg": 0.2954980693757534, "loss_cls": 0.28679717518389225, "loss_mask": 0.3261047638952732, "loss_rpn_cls": 0.0694940909743309, "loss_rpn_loc": 0.08829432725906372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8522408957138228, "mask_rcnn/false_negative": 0.12546209123758156, "mask_rcnn/false_positive": 0.14189175060862644, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.1466220295988023, "total_loss": 1.0512505332008004} {"data_time": 0.011624927865341306, "eta_seconds": 99736.95036782417, "fast_rcnn/cls_accuracy": 0.8935546875, "fast_rcnn/false_negative": 0.5239160200821542, "fast_rcnn/fg_cls_accuracy": 0.45169581346051935, "iteration": 3259, "loss_box_reg": 0.3210390992462635, "loss_cls": 0.30627659894526005, "loss_mask": 0.3114794585853815, "loss_rpn_cls": 0.06396971479989588, "loss_rpn_loc": 0.10180962085723877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8681230527170762, "mask_rcnn/false_negative": 0.11707863051228279, "mask_rcnn/false_positive": 0.15361016330562127, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1336813799571246, "total_loss": 1.099093982949853} {"data_time": 0.01251972047612071, "eta_seconds": 99739.10700045526, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5041306863705154, "fast_rcnn/fg_cls_accuracy": 0.46058577405857737, "iteration": 3279, "loss_box_reg": 0.2647404717281461, "loss_cls": 0.28081453684717417, "loss_mask": 0.30728742852807045, "loss_rpn_cls": 0.06079936260357499, "loss_rpn_loc": 0.09222423104802147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8727559536332943, "mask_rcnn/false_negative": 0.1061374669642966, "mask_rcnn/false_positive": 0.15548865801717215, "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": 1.1456350907683372, "total_loss": 1.026411875616759} {"data_time": 0.011301391059532762, "eta_seconds": 99716.10443887766, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.5510739049551835, "fast_rcnn/fg_cls_accuracy": 0.4001141552511416, "iteration": 3299, "loss_box_reg": 0.30984077230095863, "loss_cls": 0.30635627545416355, "loss_mask": 0.32838282361626625, "loss_rpn_cls": 0.06763626588508487, "loss_rpn_loc": 0.10227313684299588, "lr": 0.0001, "mask_rcnn/accuracy": 0.8500734174598694, "mask_rcnn/false_negative": 0.13539314696049348, "mask_rcnn/false_positive": 0.17108362822189127, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1543870593886822, "total_loss": 1.115245865425095} {"data_time": 0.012876403285190463, "eta_seconds": 99647.01267045923, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5064752181456986, "fast_rcnn/fg_cls_accuracy": 0.44983370288248337, "iteration": 3319, "loss_box_reg": 0.2745230384171009, "loss_cls": 0.2792047429829836, "loss_mask": 0.3278603181242943, "loss_rpn_cls": 0.05731187015771866, "loss_rpn_loc": 0.08854955597780645, "lr": 0.0001, "mask_rcnn/accuracy": 0.851281967867932, "mask_rcnn/false_negative": 0.11033206126504477, "mask_rcnn/false_positive": 0.18264501760858387, "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": 1.141935049323365, "total_loss": 0.9877128312364221} {"data_time": 0.012341618072241545, "eta_seconds": 99574.13335904479, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.5483794303919427, "fast_rcnn/fg_cls_accuracy": 0.37860371130204074, "iteration": 3339, "loss_box_reg": 0.2981029711663723, "loss_cls": 0.29381629824638367, "loss_mask": 0.32850045897066593, "loss_rpn_cls": 0.0642489711754024, "loss_rpn_loc": 0.10032462072558701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8463134772687892, "mask_rcnn/false_negative": 0.09675166821019388, "mask_rcnn/false_positive": 0.19921521811610832, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.112255881074816, "total_loss": 1.0740022822283208} {"data_time": 0.011309831868857145, "eta_seconds": 99557.79351297766, "fast_rcnn/cls_accuracy": 0.900634765625, "fast_rcnn/false_negative": 0.5330612619222304, "fast_rcnn/fg_cls_accuracy": 0.42344953130231, "iteration": 3359, "loss_box_reg": 0.3192331660538912, "loss_cls": 0.30372583121061325, "loss_mask": 0.3123892620205879, "loss_rpn_cls": 0.06295442394912243, "loss_rpn_loc": 0.10207536537200212, "lr": 0.0001, "mask_rcnn/accuracy": 0.855550994262729, "mask_rcnn/false_negative": 0.12034263279244342, "mask_rcnn/false_positive": 0.178347443355094, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1625778104644269, "total_loss": 1.1117042805999517} {"data_time": 0.011535728583112359, "eta_seconds": 99579.15363978595, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.506540491171098, "fast_rcnn/fg_cls_accuracy": 0.4642515697268804, "iteration": 3379, "loss_box_reg": 0.30113423243165016, "loss_cls": 0.29001959785819054, "loss_mask": 0.31598262302577496, "loss_rpn_cls": 0.05736428569070995, "loss_rpn_loc": 0.09357625572010875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8606206730129144, "mask_rcnn/false_negative": 0.11982363265194299, "mask_rcnn/false_positive": 0.1569953610709594, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1497639240697026, "total_loss": 1.0807547974400222} {"data_time": 0.013128478545695543, "eta_seconds": 99547.31752113439, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.4720268006700168, "fast_rcnn/fg_cls_accuracy": 0.4888003982080637, "iteration": 3399, "loss_box_reg": 0.30188544653356075, "loss_cls": 0.2926384788006544, "loss_mask": 0.31211928091943264, "loss_rpn_cls": 0.05619035311974585, "loss_rpn_loc": 0.09989905334077775, "lr": 0.0001, "mask_rcnn/accuracy": 0.856551803991157, "mask_rcnn/false_negative": 0.11749042078395475, "mask_rcnn/false_positive": 0.17517505492541247, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1579814958386123, "total_loss": 1.0428323275409639} {"data_time": 0.01159000489860773, "eta_seconds": 99488.84767259471, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.6031600877890518, "fast_rcnn/fg_cls_accuracy": 0.3432913188192285, "iteration": 3419, "loss_box_reg": 0.3261582776904106, "loss_cls": 0.29922428354620934, "loss_mask": 0.33005421981215477, "loss_rpn_cls": 0.060956156346946955, "loss_rpn_loc": 0.10993943270295858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8409789926485116, "mask_rcnn/false_negative": 0.13668368480145288, "mask_rcnn/false_positive": 0.17732178392995396, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1509352643042803, "total_loss": 1.1618357638362795} {"data_time": 0.011775157181546092, "eta_seconds": 99434.55859962851, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.5652981427174976, "fast_rcnn/fg_cls_accuracy": 0.4282502443792766, "iteration": 3439, "loss_box_reg": 0.31898426823318005, "loss_cls": 0.30900627188384533, "loss_mask": 0.3333398289978504, "loss_rpn_cls": 0.06070088455453515, "loss_rpn_loc": 0.10253372555598617, "lr": 0.0001, "mask_rcnn/accuracy": 0.8470886703029561, "mask_rcnn/false_negative": 0.1323497697030961, "mask_rcnn/false_positive": 0.1795880206371073, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.129339232109487, "total_loss": 1.149321772158146} {"data_time": 0.013603945961222053, "eta_seconds": 99369.52857171185, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.6044899254323337, "fast_rcnn/fg_cls_accuracy": 0.3641403822415188, "iteration": 3459, "loss_box_reg": 0.30333006009459496, "loss_cls": 0.30311862193048, "loss_mask": 0.33723246306180954, "loss_rpn_cls": 0.05898470978718251, "loss_rpn_loc": 0.09314572811126709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8491062240141596, "mask_rcnn/false_negative": 0.1141682370561815, "mask_rcnn/false_positive": 0.18896572795049985, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.149042610777542, "total_loss": 1.0841739918105304} {"data_time": 0.011515191989019513, "eta_seconds": 99323.00105125643, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.5096715055372643, "fast_rcnn/fg_cls_accuracy": 0.462905317769131, "iteration": 3479, "loss_box_reg": 0.28955864533782005, "loss_cls": 0.2858759183436632, "loss_mask": 0.32253000512719154, "loss_rpn_cls": 0.06260336516425014, "loss_rpn_loc": 0.11035655857995152, "lr": 0.0001, "mask_rcnn/accuracy": 0.8623910008300403, "mask_rcnn/false_negative": 0.130467097435636, "mask_rcnn/false_positive": 0.1563230636828622, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1427951597142965, "total_loss": 1.055235454812646} {"data_time": 0.011277010897174478, "eta_seconds": 99295.65206391271, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4723419540229885, "fast_rcnn/fg_cls_accuracy": 0.4750644685945846, "iteration": 3499, "loss_box_reg": 0.2767236288636923, "loss_cls": 0.27259500697255135, "loss_mask": 0.3305473029613495, "loss_rpn_cls": 0.058719125809147954, "loss_rpn_loc": 0.09569528885185719, "lr": 0.0001, "mask_rcnn/accuracy": 0.8601174515473637, "mask_rcnn/false_negative": 0.11904959395654863, "mask_rcnn/false_positive": 0.1517513508925507, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.150890595279634, "total_loss": 1.0418419884517789} {"data_time": 0.012220624601468444, "eta_seconds": 99277.08195691928, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5605072777681511, "fast_rcnn/fg_cls_accuracy": 0.40200725309943497, "iteration": 3519, "loss_box_reg": 0.308113943785429, "loss_cls": 0.29479643888771534, "loss_mask": 0.35139958560466766, "loss_rpn_cls": 0.059523049276322126, "loss_rpn_loc": 0.10064584296196699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8406894365985097, "mask_rcnn/false_negative": 0.13119160771517224, "mask_rcnn/false_positive": 0.19023644268244103, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1465499065816402, "total_loss": 1.1258070385083556} {"data_time": 0.012919257627800107, "eta_seconds": 99254.12240975071, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4620698644421272, "fast_rcnn/fg_cls_accuracy": 0.46851142649745936, "iteration": 3539, "loss_box_reg": 0.2702092994004488, "loss_cls": 0.26453045569360256, "loss_mask": 0.31684601306915283, "loss_rpn_cls": 0.059088020119816065, "loss_rpn_loc": 0.09074903326109052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8587080144557824, "mask_rcnn/false_negative": 0.11395037143149417, "mask_rcnn/false_positive": 0.1914055344626192, "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": 1.1446849550120533, "total_loss": 0.9993036875966936} {"data_time": 0.011810361873358488, "eta_seconds": 99212.11578933522, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.5284080604534005, "fast_rcnn/fg_cls_accuracy": 0.4103293058516939, "iteration": 3559, "loss_box_reg": 0.2902881782501936, "loss_cls": 0.2721383851021528, "loss_mask": 0.31881663389503956, "loss_rpn_cls": 0.061239438597112894, "loss_rpn_loc": 0.10675736307166517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8552167438445634, "mask_rcnn/false_negative": 0.1210868666798636, "mask_rcnn/false_positive": 0.15616008933113465, "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": 1.1452664826065302, "total_loss": 1.0882997203152627} {"data_time": 0.012551562860608101, "eta_seconds": 99217.99601342529, "fast_rcnn/cls_accuracy": 0.900634765625, "fast_rcnn/false_negative": 0.5767890334572491, "fast_rcnn/fg_cls_accuracy": 0.39204784224987876, "iteration": 3579, "loss_box_reg": 0.3139400612562895, "loss_cls": 0.2995707895606756, "loss_mask": 0.32381668128073215, "loss_rpn_cls": 0.06961910985410213, "loss_rpn_loc": 0.1210898474091664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8579388823536258, "mask_rcnn/false_negative": 0.12490667672366063, "mask_rcnn/false_positive": 0.16687533498864543, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1603484263177961, "total_loss": 1.1413092765724286} {"data_time": 0.012434971053153276, "eta_seconds": 99174.02755469084, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.5439962880721174, "fast_rcnn/fg_cls_accuracy": 0.4104450052317351, "iteration": 3599, "loss_box_reg": 0.30262574926018715, "loss_cls": 0.3027940224856138, "loss_mask": 0.3329385854303837, "loss_rpn_cls": 0.055993614718317986, "loss_rpn_loc": 0.09814721392467618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8626902841182595, "mask_rcnn/false_negative": 0.12305589306370715, "mask_rcnn/false_positive": 0.14775677750802435, "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": 1.1508556988555938, "total_loss": 1.0830264976248145} {"data_time": 0.01213149493560195, "eta_seconds": 99151.070603868, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.5650279965834677, "fast_rcnn/fg_cls_accuracy": 0.4070184684735195, "iteration": 3619, "loss_box_reg": 0.2958721574395895, "loss_cls": 0.28802760504186153, "loss_mask": 0.31405098363757133, "loss_rpn_cls": 0.04791191918775439, "loss_rpn_loc": 0.08780384808778763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8582227487064695, "mask_rcnn/false_negative": 0.11367998659340592, "mask_rcnn/false_positive": 0.15124269009272348, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.143248439533636, "total_loss": 1.0422278521582484} {"data_time": 0.010755032766610384, "eta_seconds": 99123.14460759051, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.558602665096076, "fast_rcnn/fg_cls_accuracy": 0.3910672008741577, "iteration": 3639, "loss_box_reg": 0.2951800525188446, "loss_cls": 0.27254695165902376, "loss_mask": 0.3223206475377083, "loss_rpn_cls": 0.04787088849116117, "loss_rpn_loc": 0.07815185096114874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670624410051102, "mask_rcnn/false_negative": 0.12572770131872343, "mask_rcnn/false_positive": 0.16256216555065187, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.145951296435669, "total_loss": 1.0030867427121848} {"data_time": 0.012195504503324628, "eta_seconds": 99101.74482902046, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.5522027632042912, "fast_rcnn/fg_cls_accuracy": 0.3991139949277033, "iteration": 3659, "loss_box_reg": 0.28710868768393993, "loss_cls": 0.2956732651218772, "loss_mask": 0.31758321449160576, "loss_rpn_cls": 0.06408190494403243, "loss_rpn_loc": 0.09223498729988933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8559122310293759, "mask_rcnn/false_negative": 0.10903847008328356, "mask_rcnn/false_positive": 0.17846552060290274, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1548130605369806, "total_loss": 1.0355443409644067} {"data_time": 0.012654746184125543, "eta_seconds": 99075.92254133895, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5217731829573935, "fast_rcnn/fg_cls_accuracy": 0.4107581453634085, "iteration": 3679, "loss_box_reg": 0.309657696634531, "loss_cls": 0.3155627492815256, "loss_mask": 0.312564417719841, "loss_rpn_cls": 0.06101361149922013, "loss_rpn_loc": 0.09532382967881858, "lr": 0.0001, "mask_rcnn/accuracy": 0.865532140182528, "mask_rcnn/false_negative": 0.10894319390279103, "mask_rcnn/false_positive": 0.15340310586283196, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.154628454009071, "total_loss": 1.114428247557953} {"data_time": 0.013076526345685124, "eta_seconds": 99044.6065105265, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.4935840246008998, "fast_rcnn/fg_cls_accuracy": 0.47728851401637307, "iteration": 3699, "loss_box_reg": 0.3032383434474468, "loss_cls": 0.28697749227285385, "loss_mask": 0.3186660334467888, "loss_rpn_cls": 0.056856145383790135, "loss_rpn_loc": 0.09564924135338515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8506966725613689, "mask_rcnn/false_negative": 0.12959215596661075, "mask_rcnn/false_positive": 0.17680145707630684, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.156948353163898, "total_loss": 1.0608075512573123} {"data_time": 0.012639784952625632, "eta_seconds": 99032.87634755485, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.5343282659745396, "fast_rcnn/fg_cls_accuracy": 0.42483701634069937, "iteration": 3719, "loss_box_reg": 0.28530893102288246, "loss_cls": 0.2736091446131468, "loss_mask": 0.32081788778305054, "loss_rpn_cls": 0.061193896690383554, "loss_rpn_loc": 0.08893777942284942, "lr": 0.0001, "mask_rcnn/accuracy": 0.8556608721644235, "mask_rcnn/false_negative": 0.12107150186284926, "mask_rcnn/false_positive": 0.16570562380215131, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1519552336540073, "total_loss": 1.0173562412383035} {"data_time": 0.011529026320204139, "eta_seconds": 99023.04972180631, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.5518820786142571, "fast_rcnn/fg_cls_accuracy": 0.3931710615280595, "iteration": 3739, "loss_box_reg": 0.3097923770546913, "loss_cls": 0.30745906196534634, "loss_mask": 0.31554361060261726, "loss_rpn_cls": 0.06712429062463343, "loss_rpn_loc": 0.10035576159134507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8529620926933921, "mask_rcnn/false_negative": 0.10522655887666785, "mask_rcnn/false_positive": 0.1749659554052134, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1570146374870092, "total_loss": 1.1037915027700365} {"data_time": 0.01231189793907106, "eta_seconds": 98985.40980730206, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.4753917115242231, "fast_rcnn/fg_cls_accuracy": 0.463485898243404, "iteration": 3759, "loss_box_reg": 0.3211393263190985, "loss_cls": 0.312681095674634, "loss_mask": 0.31426845863461494, "loss_rpn_cls": 0.06699551595374942, "loss_rpn_loc": 0.09909963235259056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8553667956283004, "mask_rcnn/false_negative": 0.12537905451433518, "mask_rcnn/false_positive": 0.1682941034591532, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.134406488854438, "total_loss": 1.0856268578208983} {"data_time": 0.012584732379764318, "eta_seconds": 98961.1450592475, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.5792817570631494, "fast_rcnn/fg_cls_accuracy": 0.37992153151554586, "iteration": 3779, "loss_box_reg": 0.296600766479969, "loss_cls": 0.2594762407243252, "loss_mask": 0.31907339952886105, "loss_rpn_cls": 0.06770391995087266, "loss_rpn_loc": 0.09505870612338185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8526194992752889, "mask_rcnn/false_negative": 0.1334334648402528, "mask_rcnn/false_positive": 0.1621359214565026, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1608174708671868, "total_loss": 1.034284699941054} {"data_time": 0.01277666725218296, "eta_seconds": 98944.45804646239, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4355750228252453, "fast_rcnn/fg_cls_accuracy": 0.5165952623068331, "iteration": 3799, "loss_box_reg": 0.2969076242297888, "loss_cls": 0.2711383067071438, "loss_mask": 0.31534644588828087, "loss_rpn_cls": 0.057301255874335766, "loss_rpn_loc": 0.09170072502456605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8725437053169083, "mask_rcnn/false_negative": 0.10309974939784523, "mask_rcnn/false_positive": 0.15496511629307103, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1448078176472336, "total_loss": 1.0259012375026941} {"data_time": 0.011479967506602407, "eta_seconds": 98953.25436343905, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.5587066473988439, "fast_rcnn/fg_cls_accuracy": 0.3862969483568075, "iteration": 3819, "loss_box_reg": 0.27045401372015476, "loss_cls": 0.2725869510322809, "loss_mask": 0.31396818719804287, "loss_rpn_cls": 0.06072665099054575, "loss_rpn_loc": 0.08765798481181264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8652673986945627, "mask_rcnn/false_negative": 0.10553180765203522, "mask_rcnn/false_positive": 0.15165710702167662, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1562937425915152, "total_loss": 1.0085291657596827} {"data_time": 0.012318929890170693, "eta_seconds": 98919.45679044351, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.5237451737451737, "fast_rcnn/fg_cls_accuracy": 0.4613715614103061, "iteration": 3839, "loss_box_reg": 0.29022284410893917, "loss_cls": 0.293882941827178, "loss_mask": 0.3231119140982628, "loss_rpn_cls": 0.05603819480165839, "loss_rpn_loc": 0.08982900506816804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8546011014202979, "mask_rcnn/false_negative": 0.10616265995574539, "mask_rcnn/false_positive": 0.16401824053930963, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1320917368866503, "total_loss": 1.0587354796007276} {"data_time": 0.012806694023311138, "eta_seconds": 98885.294493814, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.476050452093306, "fast_rcnn/fg_cls_accuracy": 0.49664919079097336, "iteration": 3859, "loss_box_reg": 0.27813987247645855, "loss_cls": 0.27604720927774906, "loss_mask": 0.30312000028789043, "loss_rpn_cls": 0.0644766807090491, "loss_rpn_loc": 0.09078550571575761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8499635332018927, "mask_rcnn/false_negative": 0.1271974342519092, "mask_rcnn/false_positive": 0.15197367815424284, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1545356044080108, "total_loss": 0.9838164811953902} {"data_time": 0.011976950569078326, "eta_seconds": 98862.33528914861, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.5344111271676301, "fast_rcnn/fg_cls_accuracy": 0.43352886212624586, "iteration": 3879, "loss_box_reg": 0.27050074841827154, "loss_cls": 0.27116716373711824, "loss_mask": 0.31550947576761246, "loss_rpn_cls": 0.05587098444812, "loss_rpn_loc": 0.08280110312625766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8520183641236028, "mask_rcnn/false_negative": 0.10953153172596794, "mask_rcnn/false_positive": 0.17488219286581766, "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": 1.1434449483640492, "total_loss": 1.0165282096713781} {"data_time": 0.012685968540608883, "eta_seconds": 98840.9841520479, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.5101540616246498, "fast_rcnn/fg_cls_accuracy": 0.4422683547103052, "iteration": 3899, "loss_box_reg": 0.27706732600927353, "loss_cls": 0.2715557962656021, "loss_mask": 0.3218478560447693, "loss_rpn_cls": 0.058567547239363194, "loss_rpn_loc": 0.10100976331159472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8495127614585742, "mask_rcnn/false_negative": 0.10770590486946831, "mask_rcnn/false_positive": 0.16704467670644024, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1461568814702332, "total_loss": 1.034478924702853} {"data_time": 0.011437050998210907, "eta_seconds": 98818.02457384765, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.48512951262905735, "fast_rcnn/fg_cls_accuracy": 0.4898851211770041, "iteration": 3919, "loss_box_reg": 0.2861085720360279, "loss_cls": 0.2829909436404705, "loss_mask": 0.31590619310736656, "loss_rpn_cls": 0.053397434297949076, "loss_rpn_loc": 0.0917788753286004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8568692323187492, "mask_rcnn/false_negative": 0.11413999332608638, "mask_rcnn/false_positive": 0.14505792550531027, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.145729948533699, "total_loss": 1.0623067982960492} {"data_time": 0.011869477573782206, "eta_seconds": 98793.45767515246, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.49453048792626364, "fast_rcnn/fg_cls_accuracy": 0.45911336554445603, "iteration": 3939, "loss_box_reg": 0.28076956421136856, "loss_cls": 0.26586441323161125, "loss_mask": 0.327929325401783, "loss_rpn_cls": 0.05921242409385741, "loss_rpn_loc": 0.09665923612192273, "lr": 0.0001, "mask_rcnn/accuracy": 0.8642542149750265, "mask_rcnn/false_negative": 0.11023344282990322, "mask_rcnn/false_positive": 0.17609419970067458, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.128780804341659, "total_loss": 0.9917639757040888} {"data_time": 0.0120987044647336, "eta_seconds": 98797.92556699365, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4893046063554577, "fast_rcnn/fg_cls_accuracy": 0.43076081007115485, "iteration": 3959, "loss_box_reg": 0.3004181459546089, "loss_cls": 0.28295005299150944, "loss_mask": 0.29787824861705303, "loss_rpn_cls": 0.057875003665685654, "loss_rpn_loc": 0.09010836808010936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796548392166443, "mask_rcnn/false_negative": 0.102527590359586, "mask_rcnn/false_positive": 0.133115879684838, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1634035084862262, "total_loss": 1.0309274001047015} {"data_time": 0.011947300983592868, "eta_seconds": 98758.89321118593, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.5267170133941295, "fast_rcnn/fg_cls_accuracy": 0.43588835674444415, "iteration": 3979, "loss_box_reg": 0.3107072412967682, "loss_cls": 0.29587320052087307, "loss_mask": 0.3131311908364296, "loss_rpn_cls": 0.05648347665555775, "loss_rpn_loc": 0.09558917861431837, "lr": 0.0001, "mask_rcnn/accuracy": 0.8613562109559171, "mask_rcnn/false_negative": 0.11491907709019714, "mask_rcnn/false_positive": 0.1652093241076463, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.144793892512098, "total_loss": 1.1022098110988736} {"data_time": 0.011460734531283379, "eta_seconds": 98748.45087947324, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.5089711934156379, "fast_rcnn/fg_cls_accuracy": 0.4497691075299218, "iteration": 3999, "loss_box_reg": 0.29414241202175617, "loss_cls": 0.2911521829664707, "loss_mask": 0.32305893674492836, "loss_rpn_cls": 0.056910298531875014, "loss_rpn_loc": 0.09615345764905214, "lr": 0.0001, "mask_rcnn/accuracy": 0.8653490378589895, "mask_rcnn/false_negative": 0.11434301996948062, "mask_rcnn/false_positive": 0.1501858576293933, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1532384504098445, "total_loss": 1.0717194231692702} {"data_time": 0.010756077012047172, "eta_seconds": 98729.02882670984, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5115885992045957, "fast_rcnn/fg_cls_accuracy": 0.45930992241731317, "iteration": 4019, "loss_box_reg": 0.29962784238159657, "loss_cls": 0.29607563838362694, "loss_mask": 0.3189434390515089, "loss_rpn_cls": 0.06727500329725444, "loss_rpn_loc": 0.1114382273517549, "lr": 0.0001, "mask_rcnn/accuracy": 0.8581629657030366, "mask_rcnn/false_negative": 0.10688053552434637, "mask_rcnn/false_positive": 0.1623783298288483, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 202.375, "rpn/num_pos_anchors": 53.625, "time": 1.1500895705539733, "total_loss": 1.125683069927618} {"data_time": 0.012204356491565704, "eta_seconds": 98703.54374883696, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.4767717156836955, "fast_rcnn/fg_cls_accuracy": 0.45774953897026094, "iteration": 4039, "loss_box_reg": 0.26889463048428297, "loss_cls": 0.26155437529087067, "loss_mask": 0.3107898533344269, "loss_rpn_cls": 0.057183437747880816, "loss_rpn_loc": 0.09426054265350103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8666299499153608, "mask_rcnn/false_negative": 0.11483833025363954, "mask_rcnn/false_positive": 0.15939787572558684, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1233744791243225, "total_loss": 1.0089507254306227} {"data_time": 0.011353547917678952, "eta_seconds": 98743.57755664736, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4807142857142857, "fast_rcnn/fg_cls_accuracy": 0.47025389025389025, "iteration": 4059, "loss_box_reg": 0.2954943608492613, "loss_cls": 0.30169796012341976, "loss_mask": 0.31948066130280495, "loss_rpn_cls": 0.054871373577043414, "loss_rpn_loc": 0.08930427674204111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8521315561699512, "mask_rcnn/false_negative": 0.10721468703518697, "mask_rcnn/false_positive": 0.16023053261400882, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1606935530435294, "total_loss": 1.0685108895413578} {"data_time": 0.011754681589081883, "eta_seconds": 98752.3114451766, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.44204542033377825, "fast_rcnn/fg_cls_accuracy": 0.5245030805738793, "iteration": 4079, "loss_box_reg": 0.29858323559165, "loss_cls": 0.27392732352018356, "loss_mask": 0.3089099582284689, "loss_rpn_cls": 0.06380384648218751, "loss_rpn_loc": 0.09950148686766624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8707653975246176, "mask_rcnn/false_negative": 0.10878447636931837, "mask_rcnn/false_positive": 0.16697451929167964, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.158653928199783, "total_loss": 1.0151497337501496} {"data_time": 0.012006753589957952, "eta_seconds": 98713.67114887107, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.5233192519158512, "fast_rcnn/fg_cls_accuracy": 0.4415796164262422, "iteration": 4099, "loss_box_reg": 0.2809899728745222, "loss_cls": 0.2763415314257145, "loss_mask": 0.31623729318380356, "loss_rpn_cls": 0.05307391018141061, "loss_rpn_loc": 0.08180986088700593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8536966330753327, "mask_rcnn/false_negative": 0.12014463774191597, "mask_rcnn/false_positive": 0.16123571391474853, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1196134348865598, "total_loss": 1.0333781697554514} {"data_time": 0.011643647914752364, "eta_seconds": 98706.337370947, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5066721132897604, "fast_rcnn/fg_cls_accuracy": 0.4572440087145969, "iteration": 4119, "loss_box_reg": 0.2917977264150977, "loss_cls": 0.2816228363662958, "loss_mask": 0.3136396873742342, "loss_rpn_cls": 0.05376976868137717, "loss_rpn_loc": 0.08766052220016718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8702715120316039, "mask_rcnn/false_negative": 0.10684583112883977, "mask_rcnn/false_positive": 0.15241566488783143, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1506833445746452, "total_loss": 1.0341843913774937} {"data_time": 0.012218917021527886, "eta_seconds": 98687.96819766518, "fast_rcnn/cls_accuracy": 0.896240234375, "fast_rcnn/false_negative": 0.5282665536004523, "fast_rcnn/fg_cls_accuracy": 0.443527591542032, "iteration": 4139, "loss_box_reg": 0.29424382746219635, "loss_cls": 0.27454737573862076, "loss_mask": 0.3122836537659168, "loss_rpn_cls": 0.05278891290072352, "loss_rpn_loc": 0.09982665232382715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8556087588014536, "mask_rcnn/false_negative": 0.11970250008101432, "mask_rcnn/false_positive": 0.18312665038661297, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 203.375, "rpn/num_pos_anchors": 52.625, "time": 1.1501128252130002, "total_loss": 1.0304226791486144} {"data_time": 0.012164163636043668, "eta_seconds": 98673.69210178033, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.5142094017094017, "fast_rcnn/fg_cls_accuracy": 0.45384615384615384, "iteration": 4159, "loss_box_reg": 0.2645406723022461, "loss_cls": 0.27335820719599724, "loss_mask": 0.3079477362334728, "loss_rpn_cls": 0.054427143186330795, "loss_rpn_loc": 0.08129901811480522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8672471849970317, "mask_rcnn/false_negative": 0.10310701595825289, "mask_rcnn/false_positive": 0.17066629710228715, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.150771586690098, "total_loss": 1.0017825053073466} {"data_time": 0.0125001126434654, "eta_seconds": 98641.99197208975, "fast_rcnn/cls_accuracy": 0.901611328125, "fast_rcnn/false_negative": 0.5289253731343284, "fast_rcnn/fg_cls_accuracy": 0.40043660810880427, "iteration": 4179, "loss_box_reg": 0.3025110997259617, "loss_cls": 0.2851215424016118, "loss_mask": 0.3253360763192177, "loss_rpn_cls": 0.0534588482696563, "loss_rpn_loc": 0.08363295160233974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8571975795843199, "mask_rcnn/false_negative": 0.11853368621768982, "mask_rcnn/false_positive": 0.15647375517645015, "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": 1.1516949303913862, "total_loss": 1.0551326451823115} {"data_time": 0.013414292130619287, "eta_seconds": 98598.75418595038, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.5489750633981403, "fast_rcnn/fg_cls_accuracy": 0.4249519078578908, "iteration": 4199, "loss_box_reg": 0.264936413615942, "loss_cls": 0.24821282736957073, "loss_mask": 0.3060998935252428, "loss_rpn_cls": 0.05278178211301565, "loss_rpn_loc": 0.09554457105696201, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736219399731724, "mask_rcnn/false_negative": 0.12011578154048907, "mask_rcnn/false_positive": 0.17005115337455953, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1400024881586432, "total_loss": 0.9925614609383047} {"data_time": 0.011606412939727306, "eta_seconds": 98612.88439712021, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4846781428731636, "fast_rcnn/fg_cls_accuracy": 0.46644144144144145, "iteration": 4219, "loss_box_reg": 0.3028024919331074, "loss_cls": 0.2896972158923745, "loss_mask": 0.3193733897060156, "loss_rpn_cls": 0.06234089797362685, "loss_rpn_loc": 0.09788574557751417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8624758687258687, "mask_rcnn/false_negative": 0.10106736416954429, "mask_rcnn/false_positive": 0.17657969912569543, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1711923223920166, "total_loss": 1.0620631854981184} {"data_time": 0.011800725245848298, "eta_seconds": 98610.12597501278, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.5043427583095201, "fast_rcnn/fg_cls_accuracy": 0.4359516739210023, "iteration": 4239, "loss_box_reg": 0.30136173591017723, "loss_cls": 0.2769526354968548, "loss_mask": 0.31637800112366676, "loss_rpn_cls": 0.05975783383473754, "loss_rpn_loc": 0.10210467805154622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8642995487366845, "mask_rcnn/false_negative": 0.11783161975913892, "mask_rcnn/false_positive": 0.15058406962054482, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.156781196827069, "total_loss": 1.051796488231048} {"data_time": 0.013222370529547334, "eta_seconds": 98605.393406949, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.4972414193623323, "fast_rcnn/fg_cls_accuracy": 0.44851608381467967, "iteration": 4259, "loss_box_reg": 0.29441816359758377, "loss_cls": 0.2929867058992386, "loss_mask": 0.32541531696915627, "loss_rpn_cls": 0.05593166081234813, "loss_rpn_loc": 0.08322348212823272, "lr": 0.0001, "mask_rcnn/accuracy": 0.8565312329282189, "mask_rcnn/false_negative": 0.11353729258278167, "mask_rcnn/false_positive": 0.18218227504980167, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1584848633501679, "total_loss": 1.061978914309293} {"data_time": 0.01211365289054811, "eta_seconds": 98596.54836456291, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.5092885919906339, "fast_rcnn/fg_cls_accuracy": 0.44427030670711154, "iteration": 4279, "loss_box_reg": 0.3043745458126068, "loss_cls": 0.2934557572007179, "loss_mask": 0.31248754635453224, "loss_rpn_cls": 0.057566250674426556, "loss_rpn_loc": 0.0958172061946243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8641297549339781, "mask_rcnn/false_negative": 0.1224412875322041, "mask_rcnn/false_positive": 0.15591673610613405, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1574064902961254, "total_loss": 1.0409367375541478} {"data_time": 0.012480112491175532, "eta_seconds": 98573.5440368997, "fast_rcnn/cls_accuracy": 0.906982421875, "fast_rcnn/false_negative": 0.5129438189305151, "fast_rcnn/fg_cls_accuracy": 0.45340365376250547, "iteration": 4299, "loss_box_reg": 0.300600228831172, "loss_cls": 0.27111654821783304, "loss_mask": 0.30593548342585564, "loss_rpn_cls": 0.05634305579587817, "loss_rpn_loc": 0.09299366665072739, "lr": 0.0001, "mask_rcnn/accuracy": 0.8707873954179373, "mask_rcnn/false_negative": 0.10103591293022365, "mask_rcnn/false_positive": 0.16319134041235184, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1503670909442008, "total_loss": 1.0355045153410174} {"data_time": 0.012793153524398804, "eta_seconds": 98610.76608611271, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4593406593406594, "fast_rcnn/fg_cls_accuracy": 0.4360540705900348, "iteration": 4319, "loss_box_reg": 0.27926010778173804, "loss_cls": 0.2875644387677312, "loss_mask": 0.31696154177188873, "loss_rpn_cls": 0.05972452135756612, "loss_rpn_loc": 0.09740218846127391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780724231201008, "mask_rcnn/false_negative": 0.10307793527579348, "mask_rcnn/false_positive": 0.14486006717647398, "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": 1.162055191816762, "total_loss": 1.0431729007977992} {"data_time": 0.011875472031533718, "eta_seconds": 98610.05357429851, "fast_rcnn/cls_accuracy": 0.902587890625, "fast_rcnn/false_negative": 0.5134508969291578, "fast_rcnn/fg_cls_accuracy": 0.4502138648101381, "iteration": 4339, "loss_box_reg": 0.2879328317940235, "loss_cls": 0.2811605650931597, "loss_mask": 0.3066486045718193, "loss_rpn_cls": 0.060778562910854816, "loss_rpn_loc": 0.08685707347467542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8605018227512935, "mask_rcnn/false_negative": 0.11843842299693305, "mask_rcnn/false_positive": 0.1712003912091677, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.155289358459413, "total_loss": 1.0436295187100768} {"data_time": 0.011718046618625522, "eta_seconds": 98581.15170153789, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4765032875074716, "fast_rcnn/fg_cls_accuracy": 0.4994331983805668, "iteration": 4359, "loss_box_reg": 0.30308443680405617, "loss_cls": 0.2686197590082884, "loss_mask": 0.3071922119706869, "loss_rpn_cls": 0.057316044345498085, "loss_rpn_loc": 0.08319353999104351, "lr": 0.0001, "mask_rcnn/accuracy": 0.8513123629385965, "mask_rcnn/false_negative": 0.11315357215899668, "mask_rcnn/false_positive": 0.19145725007721454, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1571370726451278, "total_loss": 1.0391684693749994} {"data_time": 0.011975805275142193, "eta_seconds": 98592.14420294389, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.5349804305283757, "fast_rcnn/fg_cls_accuracy": 0.4226366643454039, "iteration": 4379, "loss_box_reg": 0.2949034161865711, "loss_cls": 0.26800653152167797, "loss_mask": 0.3124909996986389, "loss_rpn_cls": 0.05094874743372202, "loss_rpn_loc": 0.09995171148329973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8543256875161598, "mask_rcnn/false_negative": 0.11804141610331226, "mask_rcnn/false_positive": 0.17064635741344047, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1612888239324093, "total_loss": 1.0354876737110317} {"data_time": 0.012363098561763763, "eta_seconds": 98574.68039039522, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.47787726936663105, "fast_rcnn/fg_cls_accuracy": 0.4742074300032683, "iteration": 4399, "loss_box_reg": 0.2968909814953804, "loss_cls": 0.3044076655060053, "loss_mask": 0.3135055862367153, "loss_rpn_cls": 0.06075159879401326, "loss_rpn_loc": 0.1051743971183896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8631361275357567, "mask_rcnn/false_negative": 0.10983466988075952, "mask_rcnn/false_positive": 0.16628836376570594, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1623756329063326, "total_loss": 1.0482334531843662} {"data_time": 0.0121838697232306, "eta_seconds": 98572.2726844484, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.534058534058534, "fast_rcnn/fg_cls_accuracy": 0.44164577733482324, "iteration": 4419, "loss_box_reg": 0.3035076539963484, "loss_cls": 0.27735231444239616, "loss_mask": 0.32692161574959755, "loss_rpn_cls": 0.053451508516445756, "loss_rpn_loc": 0.0884228153154254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8562623434477493, "mask_rcnn/false_negative": 0.13541505927296466, "mask_rcnn/false_positive": 0.17807468030381673, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1661430168896914, "total_loss": 1.039627097081393} {"data_time": 0.012324678711593151, "eta_seconds": 98551.3893782068, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4618582514622119, "fast_rcnn/fg_cls_accuracy": 0.48681673575629036, "iteration": 4439, "loss_box_reg": 0.27638015523552895, "loss_cls": 0.2838469911366701, "loss_mask": 0.31489764153957367, "loss_rpn_cls": 0.0698065422475338, "loss_rpn_loc": 0.09332564612850547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8688126369481662, "mask_rcnn/false_negative": 0.09709904215853998, "mask_rcnn/false_positive": 0.1491630088535872, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1509459502995014, "total_loss": 1.0366219547577202} {"data_time": 0.01251437678001821, "eta_seconds": 98528.7975186808, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.513486483210086, "fast_rcnn/fg_cls_accuracy": 0.44939295588412065, "iteration": 4459, "loss_box_reg": 0.2934795171022415, "loss_cls": 0.2816178500652313, "loss_mask": 0.3289520461112261, "loss_rpn_cls": 0.05227874731644988, "loss_rpn_loc": 0.09105736995115876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8536204659523601, "mask_rcnn/false_negative": 0.11412760030264602, "mask_rcnn/false_positive": 0.1681064799890321, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1515014562755823, "total_loss": 1.0551363716367632} {"data_time": 0.012649459531530738, "eta_seconds": 98517.65289302915, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.5027220438737292, "fast_rcnn/fg_cls_accuracy": 0.437962962962963, "iteration": 4479, "loss_box_reg": 0.2952246330678463, "loss_cls": 0.28846193477511406, "loss_mask": 0.30695284716784954, "loss_rpn_cls": 0.05525090778246522, "loss_rpn_loc": 0.10192815028131008, "lr": 0.0001, "mask_rcnn/accuracy": 0.85945679168838, "mask_rcnn/false_negative": 0.1171284121405422, "mask_rcnn/false_positive": 0.1553451412335753, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1566338203847408, "total_loss": 1.0558993923477829} {"data_time": 0.013165398268029094, "eta_seconds": 98510.97652909812, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.493218085106383, "fast_rcnn/fg_cls_accuracy": 0.4795485532495076, "iteration": 4499, "loss_box_reg": 0.3022043779492378, "loss_cls": 0.28451777901500463, "loss_mask": 0.3165331035852432, "loss_rpn_cls": 0.06334071513265371, "loss_rpn_loc": 0.11035714764147997, "lr": 0.0001, "mask_rcnn/accuracy": 0.8572579082809458, "mask_rcnn/false_negative": 0.1388144870525187, "mask_rcnn/false_positive": 0.14875393345238277, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1598484569694847, "total_loss": 1.088143728673458} {"data_time": 0.011796532198786736, "eta_seconds": 98492.9219711572, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.460293458781362, "fast_rcnn/fg_cls_accuracy": 0.4651442307692308, "iteration": 4519, "loss_box_reg": 0.29851217567920685, "loss_cls": 0.2957919333130121, "loss_mask": 0.3145755510777235, "loss_rpn_cls": 0.06736215576529503, "loss_rpn_loc": 0.09727204265072942, "lr": 0.0001, "mask_rcnn/accuracy": 0.8598745941207699, "mask_rcnn/false_negative": 0.11791372632840111, "mask_rcnn/false_positive": 0.16357752927530894, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1416149125434458, "total_loss": 1.0712936960626394} {"data_time": 0.012573229847475886, "eta_seconds": 98486.72996184323, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.532972017291333, "fast_rcnn/fg_cls_accuracy": 0.447255880256593, "iteration": 4539, "loss_box_reg": 0.26310463808476925, "loss_cls": 0.24911990016698837, "loss_mask": 0.2942952401936054, "loss_rpn_cls": 0.0642523099668324, "loss_rpn_loc": 0.09975493280217052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8548965308258312, "mask_rcnn/false_negative": 0.11395537774176068, "mask_rcnn/false_positive": 0.15423325047728587, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1551687102764845, "total_loss": 0.9483738923445344} {"data_time": 0.01224418100900948, "eta_seconds": 98454.89299558103, "fast_rcnn/cls_accuracy": 0.905517578125, "fast_rcnn/false_negative": 0.5177537678411019, "fast_rcnn/fg_cls_accuracy": 0.41735103132161955, "iteration": 4559, "loss_box_reg": 0.31312441639602184, "loss_cls": 0.31110228411853313, "loss_mask": 0.31485186889767647, "loss_rpn_cls": 0.055480172391980886, "loss_rpn_loc": 0.1054512276314199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8601593999197866, "mask_rcnn/false_negative": 0.13107465057049733, "mask_rcnn/false_positive": 0.15290247742931398, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.134635437047109, "total_loss": 1.1199358399026096} {"data_time": 0.012919764732941985, "eta_seconds": 98415.56042938028, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4271276595744681, "fast_rcnn/fg_cls_accuracy": 0.5049638850468725, "iteration": 4579, "loss_box_reg": 0.3045036755502224, "loss_cls": 0.2839436400681734, "loss_mask": 0.30050391517579556, "loss_rpn_cls": 0.05905494443140924, "loss_rpn_loc": 0.08221971755847335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8673320068399156, "mask_rcnn/false_negative": 0.11360533111456152, "mask_rcnn/false_positive": 0.1613802665217249, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1532475554849952, "total_loss": 1.0657616956159472} {"data_time": 0.01284900913015008, "eta_seconds": 98404.51990650035, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.46664283564118003, "fast_rcnn/fg_cls_accuracy": 0.4761468595073084, "iteration": 4599, "loss_box_reg": 0.2743893004953861, "loss_cls": 0.26793782971799374, "loss_mask": 0.314891554415226, "loss_rpn_cls": 0.059704959858208895, "loss_rpn_loc": 0.10845051798969507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8724269024569788, "mask_rcnn/false_negative": 0.11658657872476019, "mask_rcnn/false_positive": 0.15636560579179043, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1571896094828844, "total_loss": 0.9742065016180277} {"data_time": 0.012083063367754221, "eta_seconds": 98411.77476141136, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.44387530072173215, "fast_rcnn/fg_cls_accuracy": 0.5046812349639134, "iteration": 4619, "loss_box_reg": 0.2861935682594776, "loss_cls": 0.2769223041832447, "loss_mask": 0.311963751912117, "loss_rpn_cls": 0.060268472181633115, "loss_rpn_loc": 0.09042079444043338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8563954767237242, "mask_rcnn/false_negative": 0.10812785970315773, "mask_rcnn/false_positive": 0.17033802910394685, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1638161921873689, "total_loss": 1.0442982697859406} {"data_time": 0.01258460246026516, "eta_seconds": 98397.56418012083, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.546010296010296, "fast_rcnn/fg_cls_accuracy": 0.4436159079016222, "iteration": 4639, "loss_box_reg": 0.3041862305253744, "loss_cls": 0.2750906590372324, "loss_mask": 0.32464154064655304, "loss_rpn_cls": 0.060304387006908655, "loss_rpn_loc": 0.08876164117828012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8509280944520665, "mask_rcnn/false_negative": 0.11377266057998889, "mask_rcnn/false_positive": 0.18002573874807096, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1555209250655025, "total_loss": 1.0989253928419203} {"data_time": 0.0113903081510216, "eta_seconds": 98380.53875762504, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.5045287447958189, "fast_rcnn/fg_cls_accuracy": 0.47108027006751685, "iteration": 4659, "loss_box_reg": 0.28993894904851913, "loss_cls": 0.27330778166651726, "loss_mask": 0.3073001019656658, "loss_rpn_cls": 0.057080697268247604, "loss_rpn_loc": 0.08970253821462393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8756618975809674, "mask_rcnn/false_negative": 0.11428631664263862, "mask_rcnn/false_positive": 0.15329635139822823, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.156357841566205, "total_loss": 1.047472549136728} {"data_time": 0.011619458440691233, "eta_seconds": 98377.34622088261, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5503065458373759, "fast_rcnn/fg_cls_accuracy": 0.4225070162698958, "iteration": 4679, "loss_box_reg": 0.28574610874056816, "loss_cls": 0.2765803188085556, "loss_mask": 0.30466747283935547, "loss_rpn_cls": 0.05892825685441494, "loss_rpn_loc": 0.0893763373605907, "lr": 0.0001, "mask_rcnn/accuracy": 0.8616661967849895, "mask_rcnn/false_negative": 0.10313405548945409, "mask_rcnn/false_positive": 0.17029244232281932, "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": 1.1681570366490632, "total_loss": 1.0214236641768366} {"data_time": 0.01274335733614862, "eta_seconds": 98340.69007255603, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.5019135802469136, "fast_rcnn/fg_cls_accuracy": 0.47481551428671354, "iteration": 4699, "loss_box_reg": 0.27743034064769745, "loss_cls": 0.27523917611688375, "loss_mask": 0.30860254168510437, "loss_rpn_cls": 0.05619365070015192, "loss_rpn_loc": 0.08773143170401454, "lr": 0.0001, "mask_rcnn/accuracy": 0.8708969991278923, "mask_rcnn/false_negative": 0.1178674321042878, "mask_rcnn/false_positive": 0.1627606576744868, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1464921655133367, "total_loss": 1.0036166228819638} {"data_time": 0.01195663190446794, "eta_seconds": 98331.22463334352, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.48708825273599654, "fast_rcnn/fg_cls_accuracy": 0.4877048472603568, "iteration": 4719, "loss_box_reg": 0.2892918772995472, "loss_cls": 0.2622991530224681, "loss_mask": 0.2993972897529602, "loss_rpn_cls": 0.047972379717975855, "loss_rpn_loc": 0.0788791214581579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8605053418480642, "mask_rcnn/false_negative": 0.11674654642425439, "mask_rcnn/false_positive": 0.1589178413129275, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1542540350928903, "total_loss": 1.0157316280528903} {"data_time": 0.012799616437405348, "eta_seconds": 98278.07058226783, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.5555790277077399, "fast_rcnn/fg_cls_accuracy": 0.41387848091732404, "iteration": 4739, "loss_box_reg": 0.2916647344827652, "loss_cls": 0.2826323304325342, "loss_mask": 0.3078267853707075, "loss_rpn_cls": 0.05545357405208051, "loss_rpn_loc": 0.0848786411806941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8604003944429783, "mask_rcnn/false_negative": 0.10226855942189948, "mask_rcnn/false_positive": 0.1579072580269365, "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": 1.1311818840913475, "total_loss": 1.0286686825565994} {"data_time": 0.011852675583213568, "eta_seconds": 98271.5172542166, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.5232210254994016, "fast_rcnn/fg_cls_accuracy": 0.41294179599169845, "iteration": 4759, "loss_box_reg": 0.30123951472342014, "loss_cls": 0.27805894427001476, "loss_mask": 0.31299437023699284, "loss_rpn_cls": 0.05626774067059159, "loss_rpn_loc": 0.09038004232570529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8554379967187167, "mask_rcnn/false_negative": 0.11467056054738836, "mask_rcnn/false_positive": 0.17549922687176656, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1667768759652972, "total_loss": 1.028536661178805} {"data_time": 0.011504531605169177, "eta_seconds": 98235.16699279658, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4700854700854701, "fast_rcnn/fg_cls_accuracy": 0.4992877492877493, "iteration": 4779, "loss_box_reg": 0.30787928216159344, "loss_cls": 0.2881481070071459, "loss_mask": 0.29900825023651123, "loss_rpn_cls": 0.05341633385978639, "loss_rpn_loc": 0.10161121375858784, "lr": 0.0001, "mask_rcnn/accuracy": 0.868641876284815, "mask_rcnn/false_negative": 0.09900732093697659, "mask_rcnn/false_positive": 0.16855514538528038, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.149642759701237, "total_loss": 1.0534623998682946} {"data_time": 0.013760586502030492, "eta_seconds": 98231.20808433741, "fast_rcnn/cls_accuracy": 0.903076171875, "fast_rcnn/false_negative": 0.4722051029212375, "fast_rcnn/fg_cls_accuracy": 0.4820337291964026, "iteration": 4799, "loss_box_reg": 0.30476765148341656, "loss_cls": 0.29435788467526436, "loss_mask": 0.3019409105181694, "loss_rpn_cls": 0.06107202754355967, "loss_rpn_loc": 0.09743029624223709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8616157458299479, "mask_rcnn/false_negative": 0.10768194981589263, "mask_rcnn/false_positive": 0.17452432219636058, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1660494285169989, "total_loss": 1.0788533654995263} {"data_time": 0.011073176516219974, "eta_seconds": 98185.85564388428, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.4853915196533581, "fast_rcnn/fg_cls_accuracy": 0.4716549295774648, "iteration": 4819, "loss_box_reg": 0.3020489290356636, "loss_cls": 0.2868430446833372, "loss_mask": 0.32129403203725815, "loss_rpn_cls": 0.06315333861857653, "loss_rpn_loc": 0.1065060020191595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8600550671134388, "mask_rcnn/false_negative": 0.11658465783587668, "mask_rcnn/false_positive": 0.15810112144002558, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1377409202978015, "total_loss": 1.0631907529896125} {"data_time": 0.012323967646807432, "eta_seconds": 98179.28682976402, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.45027602335459854, "fast_rcnn/fg_cls_accuracy": 0.5271498716158385, "iteration": 4839, "loss_box_reg": 0.2822678405791521, "loss_cls": 0.2691671848297119, "loss_mask": 0.30516367405653, "loss_rpn_cls": 0.05294577148742974, "loss_rpn_loc": 0.09175371401943266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8644602265660899, "mask_rcnn/false_negative": 0.11122210583306477, "mask_rcnn/false_positive": 0.16127710501057835, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1497574634850025, "total_loss": 0.9961995207704604} {"data_time": 0.012404082342982292, "eta_seconds": 98162.03117723577, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.5012616022348383, "fast_rcnn/fg_cls_accuracy": 0.46846158456190823, "iteration": 4859, "loss_box_reg": 0.2872371394187212, "loss_cls": 0.25768099911510944, "loss_mask": 0.3111574910581112, "loss_rpn_cls": 0.06191880605183542, "loss_rpn_loc": 0.10262685013003647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8495045300433304, "mask_rcnn/false_negative": 0.12078194555287144, "mask_rcnn/false_positive": 0.15858616404133688, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.157423546537757, "total_loss": 1.0307953755836934} {"data_time": 0.012083011446520686, "eta_seconds": 98153.16698297858, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.518677424863388, "fast_rcnn/fg_cls_accuracy": 0.4308545124481328, "iteration": 4879, "loss_box_reg": 0.29224920086562634, "loss_cls": 0.2776113171130419, "loss_mask": 0.31443036533892155, "loss_rpn_cls": 0.05300707230344415, "loss_rpn_loc": 0.07938227849081159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670455052276259, "mask_rcnn/false_negative": 0.12878063939692827, "mask_rcnn/false_positive": 0.14843426976214164, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1453027068637311, "total_loss": 0.9981606177752838} {"data_time": 0.01221607206389308, "eta_seconds": 98188.40959947556, "fast_rcnn/cls_accuracy": 0.896728515625, "fast_rcnn/false_negative": 0.510819209039548, "fast_rcnn/fg_cls_accuracy": 0.46071371327822686, "iteration": 4899, "loss_box_reg": 0.3149428591132164, "loss_cls": 0.3095269910991192, "loss_mask": 0.30722970701754093, "loss_rpn_cls": 0.060729924123734236, "loss_rpn_loc": 0.10077133949380368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8587880421580247, "mask_rcnn/false_negative": 0.1201130836246623, "mask_rcnn/false_positive": 0.17152987615641654, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1771334914956242, "total_loss": 1.1079083699733019} {"data_time": 0.012071511009708047, "eta_seconds": 98208.73781681992, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.5335884353741496, "fast_rcnn/fg_cls_accuracy": 0.4125089413447782, "iteration": 4919, "loss_box_reg": 0.28380262665450573, "loss_cls": 0.2758508138358593, "loss_mask": 0.305515980347991, "loss_rpn_cls": 0.051827029325068, "loss_rpn_loc": 0.07787647331133485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8588691560807997, "mask_rcnn/false_negative": 0.1087991901569122, "mask_rcnn/false_positive": 0.16677128572510763, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1710560291539878, "total_loss": 0.9941679129842669} {"data_time": 0.010681861080229282, "eta_seconds": 98201.32643234916, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.47764996323143183, "fast_rcnn/fg_cls_accuracy": 0.4572769953051643, "iteration": 4939, "loss_box_reg": 0.28069240786135197, "loss_cls": 0.27560619357973337, "loss_mask": 0.29893162474036217, "loss_rpn_cls": 0.05861035641282797, "loss_rpn_loc": 0.0963595830835402, "lr": 0.0001, "mask_rcnn/accuracy": 0.8703730442744746, "mask_rcnn/false_negative": 0.11195043337384025, "mask_rcnn/false_positive": 0.1608148246364549, "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": 1.1340635106898844, "total_loss": 0.9965011219028383} {"data_time": 0.012507895473390818, "eta_seconds": 98179.08836871386, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.49829734948218357, "fast_rcnn/fg_cls_accuracy": 0.4764605813162244, "iteration": 4959, "loss_box_reg": 0.29792584478855133, "loss_cls": 0.2796247359365225, "loss_mask": 0.3083039801567793, "loss_rpn_cls": 0.05908281495794654, "loss_rpn_loc": 0.10160389891825616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8738081070892681, "mask_rcnn/false_negative": 0.09847222203200759, "mask_rcnn/false_positive": 0.1713847713649073, "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": 1.1683657648973167, "total_loss": 1.0580719555728137} {"data_time": 0.011208775453269482, "eta_seconds": 98154.65546112042, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.47968819987060174, "fast_rcnn/fg_cls_accuracy": 0.4768875192604006, "iteration": 4979, "loss_box_reg": 0.30161864310503006, "loss_cls": 0.2843549009412527, "loss_mask": 0.30170862562954426, "loss_rpn_cls": 0.055340176448225975, "loss_rpn_loc": 0.08594179013743997, "lr": 0.0001, "mask_rcnn/accuracy": 0.8546841472349911, "mask_rcnn/false_negative": 0.10494644595025354, "mask_rcnn/false_positive": 0.16024175120960457, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1435492516029626, "total_loss": 1.0327837863005698} {"data_time": 0.0118231694214046, "eta_seconds": 98147.63173344545, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.5056822429906542, "fast_rcnn/fg_cls_accuracy": 0.46997507788161996, "iteration": 4999, "loss_box_reg": 0.2916385140269995, "loss_cls": 0.2905330043286085, "loss_mask": 0.28997430205345154, "loss_rpn_cls": 0.05827949848026037, "loss_rpn_loc": 0.0897744013927877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8685997554437788, "mask_rcnn/false_negative": 0.10359202125220968, "mask_rcnn/false_positive": 0.1559278495674599, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.1676124015357345, "total_loss": 1.0402394449338317} {"data_time": 0.011948744067922235, "eta_seconds": 98150.15339780599, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.4949898465328406, "fast_rcnn/fg_cls_accuracy": 0.470260989010989, "iteration": 5019, "loss_box_reg": 0.2955703176558018, "loss_cls": 0.2644798029214144, "loss_mask": 0.311494505032897, "loss_rpn_cls": 0.057590526062995195, "loss_rpn_loc": 0.0969083122909069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8531494593576068, "mask_rcnn/false_negative": 0.12170143805254428, "mask_rcnn/false_positive": 0.16649460213555306, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1487144294660538, "total_loss": 1.0200282491277903} {"data_time": 0.012505946215242147, "eta_seconds": 98127.05380886793, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.5073426471446072, "fast_rcnn/fg_cls_accuracy": 0.47043189368770766, "iteration": 5039, "loss_box_reg": 0.2849764507263899, "loss_cls": 0.27307669818401337, "loss_mask": 0.30307285487651825, "loss_rpn_cls": 0.0637609763070941, "loss_rpn_loc": 0.09903155057691038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8591398434502906, "mask_rcnn/false_negative": 0.11324756097185444, "mask_rcnn/false_positive": 0.17278250667974776, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.141129421070218, "total_loss": 1.0136686444748193} {"data_time": 0.013078527059406042, "eta_seconds": 98092.20974665135, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.505276910547034, "fast_rcnn/fg_cls_accuracy": 0.44104027123129086, "iteration": 5059, "loss_box_reg": 0.2872330788522959, "loss_cls": 0.25930079631507397, "loss_mask": 0.3000605162233114, "loss_rpn_cls": 0.05641516298055649, "loss_rpn_loc": 0.08898780681192875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8576067479623428, "mask_rcnn/false_negative": 0.09941742132266121, "mask_rcnn/false_positive": 0.18270695110276863, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.15870555001311, "total_loss": 1.0261681054253131} {"data_time": 0.013048270484432578, "eta_seconds": 98041.19850804098, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.41654065860215056, "fast_rcnn/fg_cls_accuracy": 0.5646762754518417, "iteration": 5079, "loss_box_reg": 0.3093010075390339, "loss_cls": 0.2845348734408617, "loss_mask": 0.30648254603147507, "loss_rpn_cls": 0.0599513731431216, "loss_rpn_loc": 0.09980824682861567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8573076926812414, "mask_rcnn/false_negative": 0.1162133299056772, "mask_rcnn/false_positive": 0.15917512518145477, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1486523721832782, "total_loss": 1.0847817044705153} {"data_time": 0.013286941451951861, "eta_seconds": 98016.11678015906, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4710756972111554, "fast_rcnn/fg_cls_accuracy": 0.5086805555555556, "iteration": 5099, "loss_box_reg": 0.3014424480497837, "loss_cls": 0.273610632866621, "loss_mask": 0.31236111745238304, "loss_rpn_cls": 0.058737534331157804, "loss_rpn_loc": 0.09166450146585703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8470596000430495, "mask_rcnn/false_negative": 0.12134886178555034, "mask_rcnn/false_positive": 0.17262040555140218, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.146374944364652, "total_loss": 1.0341261266730726} {"data_time": 0.013080274453386664, "eta_seconds": 98055.931147784, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4961615774863597, "fast_rcnn/fg_cls_accuracy": 0.4327660830218375, "iteration": 5119, "loss_box_reg": 0.3056688327342272, "loss_cls": 0.2738610953092575, "loss_mask": 0.31447118893265724, "loss_rpn_cls": 0.06490231305360794, "loss_rpn_loc": 0.10005395952612162, "lr": 0.0001, "mask_rcnn/accuracy": 0.8666836958762425, "mask_rcnn/false_negative": 0.1132233248680139, "mask_rcnn/false_positive": 0.16179342415347425, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.169673620723188, "total_loss": 1.0785438127350062} {"data_time": 0.012247778940945864, "eta_seconds": 98075.38332005963, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.46427577801036024, "fast_rcnn/fg_cls_accuracy": 0.5168226381461676, "iteration": 5139, "loss_box_reg": 0.29565199464559555, "loss_cls": 0.2747464971616864, "loss_mask": 0.3000049330294132, "loss_rpn_cls": 0.05042346240952611, "loss_rpn_loc": 0.08281257655471563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8666060247891644, "mask_rcnn/false_negative": 0.10109618321125532, "mask_rcnn/false_positive": 0.17111607480138602, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1651566170621663, "total_loss": 0.9853408655617386} {"data_time": 0.011865958571434021, "eta_seconds": 98037.13548727334, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.5296975478764752, "fast_rcnn/fg_cls_accuracy": 0.43608225567097736, "iteration": 5159, "loss_box_reg": 0.2927446160465479, "loss_cls": 0.2656804732978344, "loss_mask": 0.31202768348157406, "loss_rpn_cls": 0.04919695435091853, "loss_rpn_loc": 0.08749108575284481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8531548745152511, "mask_rcnn/false_negative": 0.11700083313624501, "mask_rcnn/false_positive": 0.1772490907451883, "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": 1.1466118686366826, "total_loss": 1.0249033221043646} {"data_time": 0.012615570798516273, "eta_seconds": 98003.06830092799, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4951236502960641, "fast_rcnn/fg_cls_accuracy": 0.4458581560283688, "iteration": 5179, "loss_box_reg": 0.29579486325383186, "loss_cls": 0.27547967433929443, "loss_mask": 0.30642007663846016, "loss_rpn_cls": 0.056732538738287985, "loss_rpn_loc": 0.09048235975205898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8683276352616112, "mask_rcnn/false_negative": 0.09353275585996852, "mask_rcnn/false_positive": 0.1659944709769247, "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": 1.150392013369128, "total_loss": 1.073207649984397} {"data_time": 0.012384243309497833, "eta_seconds": 98022.02392145991, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.4608305804624823, "fast_rcnn/fg_cls_accuracy": 0.49482486971276207, "iteration": 5199, "loss_box_reg": 0.284188948571682, "loss_cls": 0.2664801590144634, "loss_mask": 0.3096017837524414, "loss_rpn_cls": 0.05479945568367839, "loss_rpn_loc": 0.09350065095350146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8683261838976563, "mask_rcnn/false_negative": 0.1096887400109986, "mask_rcnn/false_positive": 0.16352384785057164, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1657517168205231, "total_loss": 1.0219557746313512} {"data_time": 0.012016228400170803, "eta_seconds": 97967.80229385942, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4879969272133666, "fast_rcnn/fg_cls_accuracy": 0.46165957446808514, "iteration": 5219, "loss_box_reg": 0.28185335732996464, "loss_cls": 0.27245207503437996, "loss_mask": 0.3071865737438202, "loss_rpn_cls": 0.06150108156725764, "loss_rpn_loc": 0.09365311893634498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8669044355718504, "mask_rcnn/false_negative": 0.10211479482676827, "mask_rcnn/false_positive": 0.14759345842243338, "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": 1.1546987078618258, "total_loss": 1.0491039485204965} {"data_time": 0.012094346573576331, "eta_seconds": 97925.92918917537, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4486426955589951, "fast_rcnn/fg_cls_accuracy": 0.5051000791586566, "iteration": 5239, "loss_box_reg": 0.30012491531670094, "loss_cls": 0.29101151786744595, "loss_mask": 0.30474990606307983, "loss_rpn_cls": 0.053101775236427784, "loss_rpn_loc": 0.09725747723132372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757073630372365, "mask_rcnn/false_negative": 0.09300468265118376, "mask_rcnn/false_positive": 0.16010174466617774, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1536226335447282, "total_loss": 1.0472427648492157} {"data_time": 0.013556558405980468, "eta_seconds": 97862.65734057873, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4830696202531646, "fast_rcnn/fg_cls_accuracy": 0.4896313364055299, "iteration": 5259, "loss_box_reg": 0.2872145175933838, "loss_cls": 0.27443302795290947, "loss_mask": 0.2869677133858204, "loss_rpn_cls": 0.046382972272112966, "loss_rpn_loc": 0.09128194651566446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8626903142209265, "mask_rcnn/false_negative": 0.10200837810806762, "mask_rcnn/false_positive": 0.1602446542442274, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1390265265945345, "total_loss": 0.9552707702387124} {"data_time": 0.011194561840966344, "eta_seconds": 97838.14468726516, "fast_rcnn/cls_accuracy": 0.904541015625, "fast_rcnn/false_negative": 0.45168067226890757, "fast_rcnn/fg_cls_accuracy": 0.48738832509324315, "iteration": 5279, "loss_box_reg": 0.2988291084766388, "loss_cls": 0.29002040810883045, "loss_mask": 0.2997438907623291, "loss_rpn_cls": 0.05737815436441451, "loss_rpn_loc": 0.1096026636660099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8631101398465533, "mask_rcnn/false_negative": 0.11012290793459516, "mask_rcnn/false_positive": 0.14625580579254144, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1540114299859852, "total_loss": 1.0403216143604368} {"data_time": 0.012547502527013421, "eta_seconds": 97839.75493335165, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.43802004251442456, "fast_rcnn/fg_cls_accuracy": 0.5185504745470233, "iteration": 5299, "loss_box_reg": 0.26841781102120876, "loss_cls": 0.2579078432172537, "loss_mask": 0.3007411826401949, "loss_rpn_cls": 0.05693393852561712, "loss_rpn_loc": 0.08759138686582446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8628538124244856, "mask_rcnn/false_negative": 0.11252753359918782, "mask_rcnn/false_positive": 0.1670209497144577, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.156951854005456, "total_loss": 0.9656624447088689} {"data_time": 0.012032578466460109, "eta_seconds": 97804.33302624151, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4386330887034617, "fast_rcnn/fg_cls_accuracy": 0.5464993450796467, "iteration": 5319, "loss_box_reg": 0.2794417832046747, "loss_cls": 0.2671721763908863, "loss_mask": 0.2924546804279089, "loss_rpn_cls": 0.059504678938537836, "loss_rpn_loc": 0.09785494999960065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8594909138224256, "mask_rcnn/false_negative": 0.11190146330387228, "mask_rcnn/false_positive": 0.1731663813580649, "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": 1.1586977804545313, "total_loss": 0.9966727250721306} {"data_time": 0.011965998448431492, "eta_seconds": 97801.78052511066, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.48243311012124257, "fast_rcnn/fg_cls_accuracy": 0.4961078676675007, "iteration": 5339, "loss_box_reg": 0.28579782601445913, "loss_cls": 0.28219085559248924, "loss_mask": 0.3120107464492321, "loss_rpn_cls": 0.05015841266140342, "loss_rpn_loc": 0.08620278397575021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8655061749217594, "mask_rcnn/false_negative": 0.11623508969486315, "mask_rcnn/false_positive": 0.15724621363075297, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1612097374163568, "total_loss": 0.9861945095472038} {"data_time": 0.013937292154878378, "eta_seconds": 97791.19475718588, "fast_rcnn/cls_accuracy": 0.905517578125, "fast_rcnn/false_negative": 0.5246366812810184, "fast_rcnn/fg_cls_accuracy": 0.43482905982905984, "iteration": 5359, "loss_box_reg": 0.29186524637043476, "loss_cls": 0.2773534618318081, "loss_mask": 0.2870851904153824, "loss_rpn_cls": 0.05670815636403859, "loss_rpn_loc": 0.08735259529203176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8574142461363273, "mask_rcnn/false_negative": 0.11444877982212734, "mask_rcnn/false_positive": 0.15669923367750704, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1657871005591005, "total_loss": 1.0163563126698136} {"data_time": 0.012273808475583792, "eta_seconds": 97750.2892195899, "fast_rcnn/cls_accuracy": 0.892822265625, "fast_rcnn/false_negative": 0.4648148148148148, "fast_rcnn/fg_cls_accuracy": 0.4778473091364205, "iteration": 5379, "loss_box_reg": 0.3028920367360115, "loss_cls": 0.27128370106220245, "loss_mask": 0.29693128913640976, "loss_rpn_cls": 0.05570992827415466, "loss_rpn_loc": 0.09540686011314392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8677888740434854, "mask_rcnn/false_negative": 0.11306145288984351, "mask_rcnn/false_positive": 0.14173052235635314, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1514793881215155, "total_loss": 1.0264823585748672} {"data_time": 0.011970100458711386, "eta_seconds": 97680.92562309466, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5147649927648856, "fast_rcnn/fg_cls_accuracy": 0.43253968253968256, "iteration": 5399, "loss_box_reg": 0.2665981473401189, "loss_cls": 0.24936989694833755, "loss_mask": 0.2967533729970455, "loss_rpn_cls": 0.05141785251908004, "loss_rpn_loc": 0.06857119523920119, "lr": 0.0001, "mask_rcnn/accuracy": 0.8656276197923896, "mask_rcnn/false_negative": 0.12202812844123337, "mask_rcnn/false_positive": 0.13812667054949374, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1463381547946483, "total_loss": 0.9410592128988355} {"data_time": 0.012085661524906754, "eta_seconds": 97657.83320568968, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.49230769230769234, "fast_rcnn/fg_cls_accuracy": 0.49615384615384617, "iteration": 5419, "loss_box_reg": 0.30640270560979843, "loss_cls": 0.2816989775747061, "loss_mask": 0.3109466303139925, "loss_rpn_cls": 0.05109388567507267, "loss_rpn_loc": 0.08132858155295253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8606434080046395, "mask_rcnn/false_negative": 0.11786536459518039, "mask_rcnn/false_positive": 0.15171887769748715, "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": 1.1650914675556123, "total_loss": 1.0235872014891356} {"data_time": 0.011314768111333251, "eta_seconds": 97634.74078828469, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.46750486882804443, "fast_rcnn/fg_cls_accuracy": 0.4946467724024033, "iteration": 5439, "loss_box_reg": 0.28991481848061085, "loss_cls": 0.2633074400946498, "loss_mask": 0.2935805991292, "loss_rpn_cls": 0.04794257180765271, "loss_rpn_loc": 0.08340947865508497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8646484331284608, "mask_rcnn/false_negative": 0.10329727059103669, "mask_rcnn/false_positive": 0.15276614039311234, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1421981307212263, "total_loss": 0.9893263026606292} {"data_time": 0.01192740653641522, "eta_seconds": 97611.6483708797, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4950883498053309, "fast_rcnn/fg_cls_accuracy": 0.4693966004598048, "iteration": 5459, "loss_box_reg": 0.2890506237745285, "loss_cls": 0.2666047737002373, "loss_mask": 0.2971006687730551, "loss_rpn_cls": 0.04895594110712409, "loss_rpn_loc": 0.09990582941100001, "lr": 0.0001, "mask_rcnn/accuracy": 0.8674052808552679, "mask_rcnn/false_negative": 0.12043605655706624, "mask_rcnn/false_positive": 0.14050302403884654, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1582943140529096, "total_loss": 1.007557732053101} {"data_time": 0.011473680380731821, "eta_seconds": 97588.55595347472, "fast_rcnn/cls_accuracy": 0.905029296875, "fast_rcnn/false_negative": 0.4951523545706371, "fast_rcnn/fg_cls_accuracy": 0.46125590053852805, "iteration": 5479, "loss_box_reg": 0.2955770995467901, "loss_cls": 0.28437192738056183, "loss_mask": 0.3089020401239395, "loss_rpn_cls": 0.06227061664685607, "loss_rpn_loc": 0.09582436736673117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8570707593511313, "mask_rcnn/false_negative": 0.12086127951833608, "mask_rcnn/false_positive": 0.1643811705472809, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 1.1519731332082301, "total_loss": 1.0618019397370517} {"data_time": 0.012248767539858818, "eta_seconds": 97522.96549663879, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5607457059069962, "fast_rcnn/fg_cls_accuracy": 0.4185478950579622, "iteration": 5499, "loss_box_reg": 0.2968114875257015, "loss_cls": 0.27612038888037205, "loss_mask": 0.29697239212691784, "loss_rpn_cls": 0.05793274752795696, "loss_rpn_loc": 0.0832018586806953, "lr": 0.0001, "mask_rcnn/accuracy": 0.8622283351386231, "mask_rcnn/false_negative": 0.10267866377599705, "mask_rcnn/false_positive": 0.15881109353848585, "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": 1.1417972007766366, "total_loss": 1.0268250852823257} {"data_time": 0.01170211611315608, "eta_seconds": 97524.7513282299, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4445581395348837, "fast_rcnn/fg_cls_accuracy": 0.5101705426356589, "iteration": 5519, "loss_box_reg": 0.2846958953887224, "loss_cls": 0.2846611235290766, "loss_mask": 0.3021602910012007, "loss_rpn_cls": 0.04924288229085505, "loss_rpn_loc": 0.08136049564927816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796073848191421, "mask_rcnn/false_negative": 0.09266872610626523, "mask_rcnn/false_positive": 0.14884789327710365, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1538714685011655, "total_loss": 1.022414414677769} {"data_time": 0.01188497873954475, "eta_seconds": 97476.80077924393, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.47247706422018354, "fast_rcnn/fg_cls_accuracy": 0.5106578902493093, "iteration": 5539, "loss_box_reg": 0.28033806942403316, "loss_cls": 0.2914077714085579, "loss_mask": 0.2997399903833866, "loss_rpn_cls": 0.04852430848404765, "loss_rpn_loc": 0.09219020931050181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8708178478601682, "mask_rcnn/false_negative": 0.10253897582088929, "mask_rcnn/false_positive": 0.15377498099330356, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1271123790647835, "total_loss": 1.0280345282517374} {"data_time": 0.012983500491827726, "eta_seconds": 97478.57483612373, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.4536435786435786, "fast_rcnn/fg_cls_accuracy": 0.4946287404820796, "iteration": 5559, "loss_box_reg": 0.29131524730473757, "loss_cls": 0.27965705282986164, "loss_mask": 0.2922951430082321, "loss_rpn_cls": 0.06323598884046078, "loss_rpn_loc": 0.10408864542841911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753325504512176, "mask_rcnn/false_negative": 0.11391749590834083, "mask_rcnn/false_positive": 0.13255006511932677, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1519156722351909, "total_loss": 1.0531841887859628} {"data_time": 0.012448957655578852, "eta_seconds": 97421.46139542572, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.5083049842791609, "fast_rcnn/fg_cls_accuracy": 0.4450513798400339, "iteration": 5579, "loss_box_reg": 0.2974993735551834, "loss_cls": 0.2920152246952057, "loss_mask": 0.31377833895385265, "loss_rpn_cls": 0.05497603374533355, "loss_rpn_loc": 0.10825373698025942, "lr": 0.0001, "mask_rcnn/accuracy": 0.8664003322176927, "mask_rcnn/false_negative": 0.10799115106470905, "mask_rcnn/false_positive": 0.16454438455957732, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.151951337698847, "total_loss": 1.0538244568742812} {"data_time": 0.011975331464782357, "eta_seconds": 97375.2514843829, "fast_rcnn/cls_accuracy": 0.901611328125, "fast_rcnn/false_negative": 0.514612082969955, "fast_rcnn/fg_cls_accuracy": 0.43857027212155175, "iteration": 5599, "loss_box_reg": 0.2975908890366554, "loss_cls": 0.28239850141108036, "loss_mask": 0.30682795867323875, "loss_rpn_cls": 0.05298193288035691, "loss_rpn_loc": 0.09385451162233949, "lr": 0.0001, "mask_rcnn/accuracy": 0.868842042548405, "mask_rcnn/false_negative": 0.10950043657686219, "mask_rcnn/false_positive": 0.16367326260650902, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1188458590768278, "total_loss": 1.0663213818334043} {"data_time": 0.013368160929530859, "eta_seconds": 97292.35383199062, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.4871067134009533, "fast_rcnn/fg_cls_accuracy": 0.4797761490112552, "iteration": 5619, "loss_box_reg": 0.30634285137057304, "loss_cls": 0.31164735555648804, "loss_mask": 0.29812658578157425, "loss_rpn_cls": 0.053276947350241244, "loss_rpn_loc": 0.08728521410375834, "lr": 0.0001, "mask_rcnn/accuracy": 0.8644634144327675, "mask_rcnn/false_negative": 0.10563581338886063, "mask_rcnn/false_positive": 0.16416969214369723, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1431653380859643, "total_loss": 1.0665127215906978} {"data_time": 0.012558354996144772, "eta_seconds": 97269.29330726154, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.4690433749257279, "fast_rcnn/fg_cls_accuracy": 0.5114213197969544, "iteration": 5639, "loss_box_reg": 0.29159257747232914, "loss_cls": 0.27427046559751034, "loss_mask": 0.2948593720793724, "loss_rpn_cls": 0.05528077855706215, "loss_rpn_loc": 0.09839678974822164, "lr": 0.0001, "mask_rcnn/accuracy": 0.8661425743646516, "mask_rcnn/false_negative": 0.10675447199557686, "mask_rcnn/false_positive": 0.16188204204152573, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1555546368472278, "total_loss": 1.0309071091469377} {"data_time": 0.012081203050911427, "eta_seconds": 97248.93299875781, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4942847328334695, "fast_rcnn/fg_cls_accuracy": 0.4710489067679815, "iteration": 5659, "loss_box_reg": 0.28735410049557686, "loss_cls": 0.27489957958459854, "loss_mask": 0.28557881712913513, "loss_rpn_cls": 0.057549769058823586, "loss_rpn_loc": 0.09356161649338901, "lr": 0.0001, "mask_rcnn/accuracy": 0.864965129758664, "mask_rcnn/false_negative": 0.10684599054331523, "mask_rcnn/false_positive": 0.16622179365853265, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1562023318838328, "total_loss": 0.9814294188981876} {"data_time": 0.011045157443732023, "eta_seconds": 97223.17225780338, "fast_rcnn/cls_accuracy": 0.903564453125, "fast_rcnn/false_negative": 0.5095238095238095, "fast_rcnn/fg_cls_accuracy": 0.4744570569636656, "iteration": 5679, "loss_box_reg": 0.28553712740540504, "loss_cls": 0.2525302227586508, "loss_mask": 0.28986750170588493, "loss_rpn_cls": 0.05276588455308229, "loss_rpn_loc": 0.08790166093967855, "lr": 0.0001, "mask_rcnn/accuracy": 0.8561224016391167, "mask_rcnn/false_negative": 0.11549355855603993, "mask_rcnn/false_positive": 0.15464767164699444, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1646795000415295, "total_loss": 0.9518518471159041} {"data_time": 0.011745431926101446, "eta_seconds": 97200.1117330743, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4385992795083704, "fast_rcnn/fg_cls_accuracy": 0.5423209729919944, "iteration": 5699, "loss_box_reg": 0.30205334909260273, "loss_cls": 0.27524675242602825, "loss_mask": 0.30499118380248547, "loss_rpn_cls": 0.061134382034651935, "loss_rpn_loc": 0.09608292579650879, "lr": 0.0001, "mask_rcnn/accuracy": 0.8587800947812652, "mask_rcnn/false_negative": 0.1287544818629965, "mask_rcnn/false_positive": 0.15703211105014508, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.1524790893308818, "total_loss": 1.0597453936934471} {"data_time": 0.014164297375828028, "eta_seconds": 97156.45411838777, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.45864002300172513, "fast_rcnn/fg_cls_accuracy": 0.5019407705577918, "iteration": 5719, "loss_box_reg": 0.26897050626575947, "loss_cls": 0.25887699611485004, "loss_mask": 0.28883775882422924, "loss_rpn_cls": 0.04991872236132622, "loss_rpn_loc": 0.09128377959132195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8676809612733982, "mask_rcnn/false_negative": 0.1080950610098484, "mask_rcnn/false_positive": 0.16064805555051137, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1405586618930101, "total_loss": 0.9878607429563999} {"data_time": 0.013599238358438015, "eta_seconds": 97152.57898926269, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.41148837209302325, "fast_rcnn/fg_cls_accuracy": 0.5268168604651162, "iteration": 5739, "loss_box_reg": 0.28549262322485447, "loss_cls": 0.27052988950163126, "loss_mask": 0.3057615328580141, "loss_rpn_cls": 0.04963191272690892, "loss_rpn_loc": 0.08964858390390873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8641223222126966, "mask_rcnn/false_negative": 0.09926085097916021, "mask_rcnn/false_positive": 0.16493325312040485, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1470039789564908, "total_loss": 0.9959641438908875} {"data_time": 0.013364081270992756, "eta_seconds": 97119.28782764822, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.45392349012775846, "fast_rcnn/fg_cls_accuracy": 0.4954342532467532, "iteration": 5759, "loss_box_reg": 0.2515701949596405, "loss_cls": 0.25774424336850643, "loss_mask": 0.2916259430348873, "loss_rpn_cls": 0.05395244620740414, "loss_rpn_loc": 0.09418435348197818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767929669829233, "mask_rcnn/false_negative": 0.10416945171971942, "mask_rcnn/false_positive": 0.17307511185815738, "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": 1.150643607834354, "total_loss": 0.9655667054466903} {"data_time": 0.012910371413454413, "eta_seconds": 97066.13925743382, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.494591917272039, "fast_rcnn/fg_cls_accuracy": 0.477472306143001, "iteration": 5779, "loss_box_reg": 0.24668270908296108, "loss_cls": 0.24013350903987885, "loss_mask": 0.296859685331583, "loss_rpn_cls": 0.05246469518169761, "loss_rpn_loc": 0.09426487912423909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8618397114514412, "mask_rcnn/false_negative": 0.12150919336939084, "mask_rcnn/false_positive": 0.1635361000014705, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1271432870998979, "total_loss": 0.9874159928876907} {"data_time": 0.013170379446819425, "eta_seconds": 97039.32255078107, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.46891566265060236, "fast_rcnn/fg_cls_accuracy": 0.48399531855753053, "iteration": 5799, "loss_box_reg": 0.3085062149912119, "loss_cls": 0.2759349849075079, "loss_mask": 0.3070481326431036, "loss_rpn_cls": 0.04958463832736015, "loss_rpn_loc": 0.09083142969757318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828742064787933, "mask_rcnn/false_negative": 0.11180315645346434, "mask_rcnn/false_positive": 0.14474112437007425, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1562378839589655, "total_loss": 1.0497417487204075} {"data_time": 0.012880988651886582, "eta_seconds": 97040.62369293999, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4933704282779975, "fast_rcnn/fg_cls_accuracy": 0.4588276771206965, "iteration": 5819, "loss_box_reg": 0.28674421831965446, "loss_cls": 0.28158957697451115, "loss_mask": 0.3030024040490389, "loss_rpn_cls": 0.05465220892801881, "loss_rpn_loc": 0.08335217274725437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8643706458496884, "mask_rcnn/false_negative": 0.11362746393103206, "mask_rcnn/false_positive": 0.14977417229647122, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1524785647634417, "total_loss": 1.0131609761156142} {"data_time": 0.013148371130228043, "eta_seconds": 97037.27804102004, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4856280687397709, "fast_rcnn/fg_cls_accuracy": 0.4837437245995697, "iteration": 5839, "loss_box_reg": 0.29487723857164383, "loss_cls": 0.2853529090061784, "loss_mask": 0.30173187144100666, "loss_rpn_cls": 0.05348055507056415, "loss_rpn_loc": 0.10248273354955018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8625994944048081, "mask_rcnn/false_negative": 0.11642927811283753, "mask_rcnn/false_positive": 0.16344429158400747, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1562057996634394, "total_loss": 1.0412260408047587} {"data_time": 0.013395824935287237, "eta_seconds": 96994.51268144418, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4356282694940842, "fast_rcnn/fg_cls_accuracy": 0.525442369132465, "iteration": 5859, "loss_box_reg": 0.28021741658449173, "loss_cls": 0.2637803554534912, "loss_mask": 0.30090284533798695, "loss_rpn_cls": 0.05496812495402992, "loss_rpn_loc": 0.09319006279110909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731402221595668, "mask_rcnn/false_negative": 0.12367442919434551, "mask_rcnn/false_positive": 0.13303569012880978, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1478838566690683, "total_loss": 1.0040250181918964} {"data_time": 0.013273577438667417, "eta_seconds": 96993.94502216019, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.49216465352828986, "fast_rcnn/fg_cls_accuracy": 0.475, "iteration": 5879, "loss_box_reg": 0.28318432718515396, "loss_cls": 0.26282081194221973, "loss_mask": 0.30819596350193024, "loss_rpn_cls": 0.059698537457734346, "loss_rpn_loc": 0.09443784086033702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8661205729996314, "mask_rcnn/false_negative": 0.1140810152228191, "mask_rcnn/false_positive": 0.15669987669985858, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1664706780575216, "total_loss": 1.0165433461079374} {"data_time": 0.012940022861585021, "eta_seconds": 96948.40166994836, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.44213402491548187, "fast_rcnn/fg_cls_accuracy": 0.4928504585438892, "iteration": 5899, "loss_box_reg": 0.295119640417397, "loss_cls": 0.25313582457602024, "loss_mask": 0.3042177874594927, "loss_rpn_cls": 0.06043878989294171, "loss_rpn_loc": 0.09875518130138516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8668727237937712, "mask_rcnn/false_negative": 0.11285985104455559, "mask_rcnn/false_positive": 0.14469800181668502, "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": 1.1675985290203243, "total_loss": 1.0077457097359002} {"data_time": 0.011952364817261696, "eta_seconds": 96925.34616420045, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.4508411472697187, "fast_rcnn/fg_cls_accuracy": 0.4661908148750254, "iteration": 5919, "loss_box_reg": 0.28603608906269073, "loss_cls": 0.26984110847115517, "loss_mask": 0.2960164863616228, "loss_rpn_cls": 0.054193953052163124, "loss_rpn_loc": 0.08917239727452397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8642155226347062, "mask_rcnn/false_negative": 0.1171405438463129, "mask_rcnn/false_positive": 0.16158520057850206, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1628611071500927, "total_loss": 1.0214246937539428} {"data_time": 0.013275247532874346, "eta_seconds": 96927.45371687226, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.43528708133971294, "fast_rcnn/fg_cls_accuracy": 0.533948662262842, "iteration": 5939, "loss_box_reg": 0.2855119872838259, "loss_cls": 0.25918643083423376, "loss_mask": 0.30714938044548035, "loss_rpn_cls": 0.047348062274977565, "loss_rpn_loc": 0.08427466789726168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8645959865761101, "mask_rcnn/false_negative": 0.1045227245383012, "mask_rcnn/false_positive": 0.16476753580541825, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1659399296622723, "total_loss": 1.0186214891728014} {"data_time": 0.011911041103303432, "eta_seconds": 96895.85373431444, "fast_rcnn/cls_accuracy": 0.904052734375, "fast_rcnn/false_negative": 0.4760952288028101, "fast_rcnn/fg_cls_accuracy": 0.4945994731193287, "iteration": 5959, "loss_box_reg": 0.2920934557914734, "loss_cls": 0.2657306343317032, "loss_mask": 0.300414253026247, "loss_rpn_cls": 0.05061903060413897, "loss_rpn_loc": 0.09045819286257029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8550230970594328, "mask_rcnn/false_negative": 0.12863125765147437, "mask_rcnn/false_positive": 0.15157418787709287, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.160775335272774, "total_loss": 0.9940602567512542} {"data_time": 0.012060150969773531, "eta_seconds": 96881.33073152043, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.48486684336741137, "fast_rcnn/fg_cls_accuracy": 0.4484324803367675, "iteration": 5979, "loss_box_reg": 0.30370270647108555, "loss_cls": 0.300842247903347, "loss_mask": 0.3095765206962824, "loss_rpn_cls": 0.053264616057276726, "loss_rpn_loc": 0.08467087615281343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8718190203296508, "mask_rcnn/false_negative": 0.10299081724301512, "mask_rcnn/false_positive": 0.14906257689890734, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1558450504671782, "total_loss": 1.0619950634427369} {"data_time": 0.012545561883598566, "eta_seconds": 96852.79652383178, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4208002192381474, "fast_rcnn/fg_cls_accuracy": 0.5484779364140688, "iteration": 5999, "loss_box_reg": 0.28671417757868767, "loss_cls": 0.2545282244682312, "loss_mask": 0.30883362516760826, "loss_rpn_cls": 0.05006554478313774, "loss_rpn_loc": 0.08167578605934978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8616488748892617, "mask_rcnn/false_negative": 0.10695536695411148, "mask_rcnn/false_positive": 0.16885706983825055, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.15795760252513, "total_loss": 0.9877232066355646} {"data_time": 0.012957821367308497, "eta_seconds": 96832.51905564684, "fast_rcnn/cls_accuracy": 0.907470703125, "fast_rcnn/false_negative": 0.47127558767453276, "fast_rcnn/fg_cls_accuracy": 0.4886701289305738, "iteration": 6019, "loss_box_reg": 0.26735304296016693, "loss_cls": 0.25413803197443485, "loss_mask": 0.29628625698387623, "loss_rpn_cls": 0.04359002457931638, "loss_rpn_loc": 0.06959309475496411, "lr": 0.0001, "mask_rcnn/accuracy": 0.8629590260654008, "mask_rcnn/false_negative": 0.1091490994650515, "mask_rcnn/false_positive": 0.1505268936831721, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.154455243377015, "total_loss": 0.9651188526768237} {"data_time": 0.012850563041865826, "eta_seconds": 96796.47917864844, "fast_rcnn/cls_accuracy": 0.901123046875, "fast_rcnn/false_negative": 0.41925502562081196, "fast_rcnn/fg_cls_accuracy": 0.5289087656529516, "iteration": 6039, "loss_box_reg": 0.2722704764455557, "loss_cls": 0.2677165474742651, "loss_mask": 0.3041581902652979, "loss_rpn_cls": 0.05047972244210541, "loss_rpn_loc": 0.0780886661959812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8657423444116322, "mask_rcnn/false_negative": 0.1022205837678947, "mask_rcnn/false_positive": 0.15833379869902864, "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": 1.1359976229723543, "total_loss": 0.9957790640182793} {"data_time": 0.012383022112771869, "eta_seconds": 96749.84048922546, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.5066673426963444, "fast_rcnn/fg_cls_accuracy": 0.48333217584554483, "iteration": 6059, "loss_box_reg": 0.29620256274938583, "loss_cls": 0.2821922330185771, "loss_mask": 0.30830951780080795, "loss_rpn_cls": 0.061059217201545835, "loss_rpn_loc": 0.09013415221124887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8636367768775364, "mask_rcnn/false_negative": 0.11184089930316465, "mask_rcnn/false_positive": 0.15788239475643617, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.1418529846705496, "total_loss": 1.0321396042127162} {"data_time": 0.012813012348487973, "eta_seconds": 96726.7883471027, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4233181263252586, "fast_rcnn/fg_cls_accuracy": 0.5246643651706943, "iteration": 6079, "loss_box_reg": 0.27800124138593674, "loss_cls": 0.2720594722777605, "loss_mask": 0.309538496658206, "loss_rpn_cls": 0.05418080999515951, "loss_rpn_loc": 0.0896669877693057, "lr": 0.0001, "mask_rcnn/accuracy": 0.8707579622758195, "mask_rcnn/false_negative": 0.1002385555033595, "mask_rcnn/false_positive": 0.15917645387533955, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1488695519510657, "total_loss": 1.011339855613187} {"data_time": 0.011541859013959765, "eta_seconds": 96703.73620497994, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4925422990342023, "fast_rcnn/fg_cls_accuracy": 0.4856361954419309, "iteration": 6099, "loss_box_reg": 0.311738770455122, "loss_cls": 0.27954396046698093, "loss_mask": 0.30934599600732327, "loss_rpn_cls": 0.059433717746287584, "loss_rpn_loc": 0.09700001077726483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8674351849256186, "mask_rcnn/false_negative": 0.11770332409742004, "mask_rcnn/false_positive": 0.14619248118602707, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1469128485769033, "total_loss": 1.0721352770924568} {"data_time": 0.01268712105229497, "eta_seconds": 96653.02866510116, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.45410334346504555, "fast_rcnn/fg_cls_accuracy": 0.5103896103896104, "iteration": 6119, "loss_box_reg": 0.27280280739068985, "loss_cls": 0.26817071810364723, "loss_mask": 0.30271316319704056, "loss_rpn_cls": 0.05577153107151389, "loss_rpn_loc": 0.09600230667274445, "lr": 0.0001, "mask_rcnn/accuracy": 0.8699646485041893, "mask_rcnn/false_negative": 0.10933720848626527, "mask_rcnn/false_positive": 0.15656369415056912, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1472970803733915, "total_loss": 0.9914858371485025} {"data_time": 0.012336826883256435, "eta_seconds": 96629.98311701696, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.45193396507539185, "fast_rcnn/fg_cls_accuracy": 0.526844262295082, "iteration": 6139, "loss_box_reg": 0.3088024631142616, "loss_cls": 0.2945275940001011, "loss_mask": 0.3095752540975809, "loss_rpn_cls": 0.05355099309235811, "loss_rpn_loc": 0.09753460716456175, "lr": 0.0001, "mask_rcnn/accuracy": 0.8680314159213198, "mask_rcnn/false_negative": 0.11610035502861372, "mask_rcnn/false_positive": 0.14870462585765212, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1585979561787099, "total_loss": 1.0481054016854614} {"data_time": 0.012136149918660522, "eta_seconds": 96624.42758500576, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4305555555555556, "fast_rcnn/fg_cls_accuracy": 0.5186698136044541, "iteration": 6159, "loss_box_reg": 0.27640348859131336, "loss_cls": 0.2593203242868185, "loss_mask": 0.2948865443468094, "loss_rpn_cls": 0.0513006845721975, "loss_rpn_loc": 0.08209592336788774, "lr": 0.0001, "mask_rcnn/accuracy": 0.865922991792871, "mask_rcnn/false_negative": 0.10586300998194903, "mask_rcnn/false_positive": 0.1574967540682949, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.152734037488699, "total_loss": 0.9401228544302285} {"data_time": 0.011516568483784795, "eta_seconds": 96601.37786468491, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.470031334927306, "fast_rcnn/fg_cls_accuracy": 0.5159169550173011, "iteration": 6179, "loss_box_reg": 0.26526147685945034, "loss_cls": 0.24889669567346573, "loss_mask": 0.2939492464065552, "loss_rpn_cls": 0.05024738935753703, "loss_rpn_loc": 0.09562394767999649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747736848807076, "mask_rcnn/false_negative": 0.11176950600433147, "mask_rcnn/false_positive": 0.13435184796929883, "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": 1.1377358511090279, "total_loss": 0.9520727356430143} {"data_time": 0.012820098316296935, "eta_seconds": 96581.25051357783, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4484444444444444, "fast_rcnn/fg_cls_accuracy": 0.5043768115942029, "iteration": 6199, "loss_box_reg": 0.29207928106188774, "loss_cls": 0.2787346187978983, "loss_mask": 0.3068973943591118, "loss_rpn_cls": 0.05643289117142558, "loss_rpn_loc": 0.08883716817945242, "lr": 0.0001, "mask_rcnn/accuracy": 0.873292729170041, "mask_rcnn/false_negative": 0.09899792463926023, "mask_rcnn/false_positive": 0.15197592340441285, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.169455653289333, "total_loss": 1.0028986730612814} {"data_time": 0.012288260972127318, "eta_seconds": 96540.13388871215, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.44177941779417795, "fast_rcnn/fg_cls_accuracy": 0.5054405815142489, "iteration": 6219, "loss_box_reg": 0.2747025117278099, "loss_cls": 0.2661937978118658, "loss_mask": 0.3026568219065666, "loss_rpn_cls": 0.05453465133905411, "loss_rpn_loc": 0.09778896206989884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8706782067142007, "mask_rcnn/false_negative": 0.11901446293630338, "mask_rcnn/false_positive": 0.14409830440053512, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1330949685070664, "total_loss": 0.9975737857166678} {"data_time": 0.01240810053423047, "eta_seconds": 96517.08778370172, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.49373499168770396, "fast_rcnn/fg_cls_accuracy": 0.4749322345123071, "iteration": 6239, "loss_box_reg": 0.2603810727596283, "loss_cls": 0.25456023029983044, "loss_mask": 0.28849505446851254, "loss_rpn_cls": 0.04057182231917977, "loss_rpn_loc": 0.07866259315051138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8708848061308065, "mask_rcnn/false_negative": 0.10259954096710669, "mask_rcnn/false_positive": 0.15601708030475986, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.154146071523428, "total_loss": 0.9401792716234922} {"data_time": 0.012265337398275733, "eta_seconds": 96515.6936345622, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.4367559523809524, "fast_rcnn/fg_cls_accuracy": 0.5052558257345492, "iteration": 6259, "loss_box_reg": 0.29224588721990585, "loss_cls": 0.2831079177558422, "loss_mask": 0.29674265533685684, "loss_rpn_cls": 0.060564912389963865, "loss_rpn_loc": 0.08818036084994674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794995887825018, "mask_rcnn/false_negative": 0.10033167738248519, "mask_rcnn/false_positive": 0.1420562555845683, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1545067518018186, "total_loss": 1.0137330326251686} {"data_time": 0.01302054850384593, "eta_seconds": 96470.99557368085, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.45880813953488375, "fast_rcnn/fg_cls_accuracy": 0.5083074112477164, "iteration": 6279, "loss_box_reg": 0.278531301766634, "loss_cls": 0.2686031237244606, "loss_mask": 0.2952174246311188, "loss_rpn_cls": 0.05098966252990067, "loss_rpn_loc": 0.08568049897439778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8660294258832566, "mask_rcnn/false_negative": 0.1012267296823775, "mask_rcnn/false_positive": 0.1596694671479141, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1287959485780448, "total_loss": 0.990420640213415} {"data_time": 0.01373376790434122, "eta_seconds": 96447.94946867041, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.43768250369301587, "fast_rcnn/fg_cls_accuracy": 0.5170863721847622, "iteration": 6299, "loss_box_reg": 0.28331322968006134, "loss_cls": 0.27203035168349743, "loss_mask": 0.2949351705610752, "loss_rpn_cls": 0.05590386292897165, "loss_rpn_loc": 0.0896586764138192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8681319280562387, "mask_rcnn/false_negative": 0.10628523946843751, "mask_rcnn/false_positive": 0.15406159232042022, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.155989830614999, "total_loss": 1.001524355262518} {"data_time": 0.012118140468373895, "eta_seconds": 96409.80644151568, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.44813806216664787, "fast_rcnn/fg_cls_accuracy": 0.545361101495553, "iteration": 6319, "loss_box_reg": 0.3134170714765787, "loss_cls": 0.2823654916137457, "loss_mask": 0.2936958931386471, "loss_rpn_cls": 0.05268721608445048, "loss_rpn_loc": 0.1027621915563941, "lr": 0.0001, "mask_rcnn/accuracy": 0.886610783995446, "mask_rcnn/false_negative": 0.08884280545776632, "mask_rcnn/false_positive": 0.13552064728852037, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1469906028360128, "total_loss": 1.050431820563972} {"data_time": 0.012939568376168609, "eta_seconds": 96360.61254511587, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4541785463028104, "fast_rcnn/fg_cls_accuracy": 0.5170860432881971, "iteration": 6339, "loss_box_reg": 0.30494403280317783, "loss_cls": 0.2552861478179693, "loss_mask": 0.2950892932713032, "loss_rpn_cls": 0.05632486939430237, "loss_rpn_loc": 0.08638561493717134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775882662915253, "mask_rcnn/false_negative": 0.09869583838718163, "mask_rcnn/false_positive": 0.14513376197043093, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.165184214245528, "total_loss": 0.995858476147987} {"data_time": 0.013660833239555359, "eta_seconds": 96337.57630018517, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.5777560884922848, "fast_rcnn/fg_cls_accuracy": 0.3813202247191011, "iteration": 6359, "loss_box_reg": 0.2777223698794842, "loss_cls": 0.2706599123775959, "loss_mask": 0.3005183357745409, "loss_rpn_cls": 0.05164059123490006, "loss_rpn_loc": 0.08555182407144457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8574788339584309, "mask_rcnn/false_negative": 0.12114149889469535, "mask_rcnn/false_positive": 0.16823697896477308, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1570699564181268, "total_loss": 0.9894139415118843} {"data_time": 0.013141155475750566, "eta_seconds": 96340.67895123735, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4821372487437186, "fast_rcnn/fg_cls_accuracy": 0.48850202429149797, "iteration": 6379, "loss_box_reg": 0.28773508593440056, "loss_cls": 0.2785722315311432, "loss_mask": 0.3026913199573755, "loss_rpn_cls": 0.06018875306472182, "loss_rpn_loc": 0.09984818240627646, "lr": 0.0001, "mask_rcnn/accuracy": 0.8644634229481138, "mask_rcnn/false_negative": 0.11619916801322387, "mask_rcnn/false_positive": 0.15142133182069323, "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": 1.1604818878695369, "total_loss": 1.009885003324598} {"data_time": 0.013804907444864511, "eta_seconds": 96350.74633574113, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4501184834123223, "fast_rcnn/fg_cls_accuracy": 0.511330523780855, "iteration": 6399, "loss_box_reg": 0.2828805521130562, "loss_cls": 0.26675715297460556, "loss_mask": 0.29847269132733345, "loss_rpn_cls": 0.04872681316919625, "loss_rpn_loc": 0.08642014395445585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8700587150919787, "mask_rcnn/false_negative": 0.11481050347943346, "mask_rcnn/false_positive": 0.15729567216729096, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.150371354771778, "total_loss": 0.9935137208085507} {"data_time": 0.012850397964939475, "eta_seconds": 96309.6728386078, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.43528543307086615, "fast_rcnn/fg_cls_accuracy": 0.5255096537590336, "iteration": 6419, "loss_box_reg": 0.2795718163251877, "loss_cls": 0.27785264141857624, "loss_mask": 0.2913171108812094, "loss_rpn_cls": 0.05057142302393913, "loss_rpn_loc": 0.09171936800703406, "lr": 0.0001, "mask_rcnn/accuracy": 0.884830055381497, "mask_rcnn/false_negative": 0.10083278921188543, "mask_rcnn/false_positive": 0.12693974955736007, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1560101094655693, "total_loss": 0.9919942489359528} {"data_time": 0.01291133975610137, "eta_seconds": 96315.24116395041, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.48684695365193287, "fast_rcnn/fg_cls_accuracy": 0.44301827827091755, "iteration": 6439, "loss_box_reg": 0.29223471973091364, "loss_cls": 0.2649278100579977, "loss_mask": 0.2958691865205765, "loss_rpn_cls": 0.04881359916180372, "loss_rpn_loc": 0.08781486470252275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8678283814124923, "mask_rcnn/false_negative": 0.10603226925474829, "mask_rcnn/false_positive": 0.16343645810465146, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.1721333591267467, "total_loss": 1.0246500771027058} {"data_time": 0.012081448454409838, "eta_seconds": 96287.12442216463, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.40007548205585675, "fast_rcnn/fg_cls_accuracy": 0.5454231086718873, "iteration": 6459, "loss_box_reg": 0.2854545023292303, "loss_cls": 0.24825555924326181, "loss_mask": 0.2916603107005358, "loss_rpn_cls": 0.04704157751984894, "loss_rpn_loc": 0.08755399950314313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837123113873209, "mask_rcnn/false_negative": 0.09284188383920328, "mask_rcnn/false_positive": 0.15811400296498618, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1180585585534573, "total_loss": 0.9603089485317469} {"data_time": 0.013209213968366385, "eta_seconds": 96266.86551734805, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4662576687116564, "fast_rcnn/fg_cls_accuracy": 0.5058131720430108, "iteration": 6479, "loss_box_reg": 0.3248654790222645, "loss_cls": 0.293292623013258, "loss_mask": 0.30316687747836113, "loss_rpn_cls": 0.06618344341404736, "loss_rpn_loc": 0.11202490935102105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8651338024220677, "mask_rcnn/false_negative": 0.11692941673748955, "mask_rcnn/false_positive": 0.14640611828523992, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1558154029771686, "total_loss": 1.1136817215010524} {"data_time": 0.012042106129229069, "eta_seconds": 96264.66820249334, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.44542334096109837, "fast_rcnn/fg_cls_accuracy": 0.5021802909733944, "iteration": 6499, "loss_box_reg": 0.27715330570936203, "loss_cls": 0.2507496876642108, "loss_mask": 0.28192877396941185, "loss_rpn_cls": 0.04782288218848407, "loss_rpn_loc": 0.07978371530771255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8730645098948671, "mask_rcnn/false_negative": 0.11262834195651307, "mask_rcnn/false_positive": 0.14008083356679213, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.157081802142784, "total_loss": 0.9461949018295854} {"data_time": 0.011027666041627526, "eta_seconds": 96251.47286297753, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.45809273840769904, "fast_rcnn/fg_cls_accuracy": 0.481232364328368, "iteration": 6519, "loss_box_reg": 0.3043400011956692, "loss_cls": 0.2762416508048773, "loss_mask": 0.3021913766860962, "loss_rpn_cls": 0.04997024103067815, "loss_rpn_loc": 0.09274144424125552, "lr": 0.0001, "mask_rcnn/accuracy": 0.876329061859734, "mask_rcnn/false_negative": 0.10255894701376256, "mask_rcnn/false_positive": 0.15662199075686223, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1590238949283957, "total_loss": 1.0121779763139784} {"data_time": 0.012897739885374904, "eta_seconds": 96259.0781644592, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.48179433137939365, "fast_rcnn/fg_cls_accuracy": 0.49867724867724866, "iteration": 6539, "loss_box_reg": 0.2791016586124897, "loss_cls": 0.270431250333786, "loss_mask": 0.29857705533504486, "loss_rpn_cls": 0.06331065576523542, "loss_rpn_loc": 0.09305567806586623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8694759822136909, "mask_rcnn/false_negative": 0.11126149864718261, "mask_rcnn/false_positive": 0.15597946454885553, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1549219153821468, "total_loss": 1.0097393216565251} {"data_time": 0.012326809111982584, "eta_seconds": 96223.25712231919, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.44891952957534326, "fast_rcnn/fg_cls_accuracy": 0.5058267552970503, "iteration": 6559, "loss_box_reg": 0.2408115305006504, "loss_cls": 0.22446426190435886, "loss_mask": 0.289454797282815, "loss_rpn_cls": 0.050299717113375664, "loss_rpn_loc": 0.08550160750746727, "lr": 0.0001, "mask_rcnn/accuracy": 0.8689657605550545, "mask_rcnn/false_negative": 0.10772823484319743, "mask_rcnn/false_positive": 0.15293982544774778, "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": 1.1323714049067348, "total_loss": 0.9056316607166082} {"data_time": 0.011671019019559026, "eta_seconds": 96212.94393097516, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.46385118149824034, "fast_rcnn/fg_cls_accuracy": 0.4879955242966752, "iteration": 6579, "loss_box_reg": 0.272743696346879, "loss_cls": 0.25355163030326366, "loss_mask": 0.28984165750443935, "loss_rpn_cls": 0.05593437049537897, "loss_rpn_loc": 0.08329960913397372, "lr": 0.0001, "mask_rcnn/accuracy": 0.881045041523667, "mask_rcnn/false_negative": 0.1011886562374879, "mask_rcnn/false_positive": 0.14358846453268342, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1431201549712569, "total_loss": 0.958852446405217} {"data_time": 0.011939706280827522, "eta_seconds": 96200.64609842375, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.471534178187404, "fast_rcnn/fg_cls_accuracy": 0.4866987802035584, "iteration": 6599, "loss_box_reg": 0.2744656726717949, "loss_cls": 0.26708231680095196, "loss_mask": 0.2947414293885231, "loss_rpn_cls": 0.0638052960857749, "loss_rpn_loc": 0.08957893587648869, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774149884484386, "mask_rcnn/false_negative": 0.10600461747320705, "mask_rcnn/false_positive": 0.1464342006314096, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1531390722375363, "total_loss": 1.024132524151355} {"data_time": 0.011642208555713296, "eta_seconds": 96201.06690797955, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.5001263104711381, "fast_rcnn/fg_cls_accuracy": 0.47208538587848936, "iteration": 6619, "loss_box_reg": 0.27228674851357937, "loss_cls": 0.25824988447129726, "loss_mask": 0.29512923397123814, "loss_rpn_cls": 0.05881342804059386, "loss_rpn_loc": 0.08750518411397934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8660215379205312, "mask_rcnn/false_negative": 0.11289215632877891, "mask_rcnn/false_positive": 0.16119967323454645, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1578560494817793, "total_loss": 0.9722295628162101} {"data_time": 0.011613874230533838, "eta_seconds": 96131.0008834675, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4133596022140914, "fast_rcnn/fg_cls_accuracy": 0.5480822153422773, "iteration": 6639, "loss_box_reg": 0.29825632832944393, "loss_cls": 0.2715999558568001, "loss_mask": 0.2975337654352188, "loss_rpn_cls": 0.053975622868165374, "loss_rpn_loc": 0.08028233423829079, "lr": 0.0001, "mask_rcnn/accuracy": 0.869163302973011, "mask_rcnn/false_negative": 0.1200016433740161, "mask_rcnn/false_positive": 0.14942829566559435, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.1252675210125744, "total_loss": 1.0095833397936076} {"data_time": 0.011617323849350214, "eta_seconds": 96061.65867165662, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.4929344667247893, "fast_rcnn/fg_cls_accuracy": 0.48298953447560705, "iteration": 6659, "loss_box_reg": 0.28978677839040756, "loss_cls": 0.261538989841938, "loss_mask": 0.2915859743952751, "loss_rpn_cls": 0.05125055415555835, "loss_rpn_loc": 0.08585492987185717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8615813623330022, "mask_rcnn/false_negative": 0.10414865893317923, "mask_rcnn/false_positive": 0.1712503082713241, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1289635067805648, "total_loss": 0.9963918970897794} {"data_time": 0.012208272935822606, "eta_seconds": 96017.4680585321, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4654636421042405, "fast_rcnn/fg_cls_accuracy": 0.4974483818054001, "iteration": 6679, "loss_box_reg": 0.2811128497123718, "loss_cls": 0.26432053931057453, "loss_mask": 0.3108922690153122, "loss_rpn_cls": 0.04741039592772722, "loss_rpn_loc": 0.08083336893469095, "lr": 0.0001, "mask_rcnn/accuracy": 0.8644509574831376, "mask_rcnn/false_negative": 0.13095191080460558, "mask_rcnn/false_positive": 0.14691443998004466, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1519573209807277, "total_loss": 0.9762778021395206} {"data_time": 0.013686925871297717, "eta_seconds": 95994.01641774457, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.4554026253918495, "fast_rcnn/fg_cls_accuracy": 0.5293898809523809, "iteration": 6699, "loss_box_reg": 0.27171569131314754, "loss_cls": 0.2545777168124914, "loss_mask": 0.28982487693428993, "loss_rpn_cls": 0.04772973991930485, "loss_rpn_loc": 0.08542092004790902, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848111073101748, "mask_rcnn/false_negative": 0.10677990197832365, "mask_rcnn/false_positive": 0.13730755192365063, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.152557264547795, "total_loss": 0.9488691540900618} {"data_time": 0.012797356583178043, "eta_seconds": 96038.7446446158, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.460201969199697, "fast_rcnn/fg_cls_accuracy": 0.5178663396689148, "iteration": 6719, "loss_box_reg": 0.2925474978983402, "loss_cls": 0.2636972004547715, "loss_mask": 0.2969206366688013, "loss_rpn_cls": 0.04957037279382348, "loss_rpn_loc": 0.09933001920580864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8677432669641285, "mask_rcnn/false_negative": 0.10922553563378264, "mask_rcnn/false_positive": 0.15449909613149113, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1703255707398057, "total_loss": 0.9871053609531373} {"data_time": 0.012686235131695867, "eta_seconds": 96039.1582032945, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.43834539364340686, "fast_rcnn/fg_cls_accuracy": 0.5197983697983698, "iteration": 6739, "loss_box_reg": 0.2600641157478094, "loss_cls": 0.24128821305930614, "loss_mask": 0.28349456936120987, "loss_rpn_cls": 0.053179383277893066, "loss_rpn_loc": 0.07925876462832093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8676396588486142, "mask_rcnn/false_negative": 0.1131318838519606, "mask_rcnn/false_positive": 0.15539278552897126, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1688275139313191, "total_loss": 0.9036513464525342} {"data_time": 0.012598521076142788, "eta_seconds": 96012.51617259346, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.46129886794014774, "fast_rcnn/fg_cls_accuracy": 0.46828480556102037, "iteration": 6759, "loss_box_reg": 0.2887554531916976, "loss_cls": 0.27149941492825747, "loss_mask": 0.29974086582660675, "loss_rpn_cls": 0.054466338362544775, "loss_rpn_loc": 0.08573329239152372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818374874840975, "mask_rcnn/false_negative": 0.11077133969388574, "mask_rcnn/false_positive": 0.12844869623703636, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1528349108994007, "total_loss": 1.0150526124052703} {"data_time": 0.011830983217805624, "eta_seconds": 96005.2674868796, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4856386999244142, "fast_rcnn/fg_cls_accuracy": 0.45987417523400337, "iteration": 6779, "loss_box_reg": 0.28675813041627407, "loss_cls": 0.2655399311333895, "loss_mask": 0.2982867415994406, "loss_rpn_cls": 0.052024549804627895, "loss_rpn_loc": 0.09559114137664437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8603566430149314, "mask_rcnn/false_negative": 0.12011943179087321, "mask_rcnn/false_positive": 0.1631522580877846, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 201.375, "rpn/num_pos_anchors": 54.625, "time": 1.146721787750721, "total_loss": 1.016684265807271} {"data_time": 0.013712393352761865, "eta_seconds": 96043.4570685029, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.43298887122416535, "fast_rcnn/fg_cls_accuracy": 0.5321697907164973, "iteration": 6799, "loss_box_reg": 0.29513013921678066, "loss_cls": 0.2750194910913706, "loss_mask": 0.30035407468676567, "loss_rpn_cls": 0.056550029665231705, "loss_rpn_loc": 0.09320834232494235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8636658938686328, "mask_rcnn/false_negative": 0.10262340032627365, "mask_rcnn/false_positive": 0.16886937281710646, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 1.1738428680691868, "total_loss": 1.0443807616829872} {"data_time": 0.012982064625248313, "eta_seconds": 96025.62934893649, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.42503512308350133, "fast_rcnn/fg_cls_accuracy": 0.551919359293013, "iteration": 6819, "loss_box_reg": 0.2839839309453964, "loss_cls": 0.2524512819945812, "loss_mask": 0.2868461087346077, "loss_rpn_cls": 0.052857592003419995, "loss_rpn_loc": 0.08635481097735465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864140132797305, "mask_rcnn/false_negative": 0.10127877821087118, "mask_rcnn/false_positive": 0.1261606773794109, "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": 1.1557846006471664, "total_loss": 0.9617435405962169} {"data_time": 0.013549199560657144, "eta_seconds": 95997.28232952766, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.42208775809417354, "fast_rcnn/fg_cls_accuracy": 0.5262114763547926, "iteration": 6839, "loss_box_reg": 0.2796671651303768, "loss_cls": 0.24859607871621847, "loss_mask": 0.30059518851339817, "loss_rpn_cls": 0.054042137460783124, "loss_rpn_loc": 0.08845634153112769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8732745442318197, "mask_rcnn/false_negative": 0.10389945041902493, "mask_rcnn/false_positive": 0.15835356151340402, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1437760153785348, "total_loss": 0.9910812051966786} {"data_time": 0.011972312815487385, "eta_seconds": 95984.93318740278, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.4137772018305781, "fast_rcnn/fg_cls_accuracy": 0.556692485392037, "iteration": 6859, "loss_box_reg": 0.258164893835783, "loss_cls": 0.24140889756381512, "loss_mask": 0.2920224666595459, "loss_rpn_cls": 0.053663671715185046, "loss_rpn_loc": 0.08960169274359941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8696653539828665, "mask_rcnn/false_negative": 0.11566367632326036, "mask_rcnn/false_positive": 0.14477248342588828, "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": 1.165378277655691, "total_loss": 0.9384570573456585} {"data_time": 0.012824555393308401, "eta_seconds": 95959.68002753332, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.46962025316455697, "fast_rcnn/fg_cls_accuracy": 0.4887709269089424, "iteration": 6879, "loss_box_reg": 0.28317078948020935, "loss_cls": 0.269970228895545, "loss_mask": 0.2905351482331753, "loss_rpn_cls": 0.04768568719737232, "loss_rpn_loc": 0.0829637604765594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817872152638124, "mask_rcnn/false_negative": 0.1072984552070026, "mask_rcnn/false_positive": 0.15827431558307267, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.1649387613870203, "total_loss": 1.00379592156969} {"data_time": 0.012032775674015284, "eta_seconds": 95936.5905953804, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.45178278094501884, "fast_rcnn/fg_cls_accuracy": 0.4590756972111554, "iteration": 6899, "loss_box_reg": 0.287351880222559, "loss_cls": 0.26537169702351093, "loss_mask": 0.3009936884045601, "loss_rpn_cls": 0.04894268745556474, "loss_rpn_loc": 0.084173972485587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8719588573548371, "mask_rcnn/false_negative": 0.11492472961640149, "mask_rcnn/false_positive": 0.14406813459526036, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.169602342415601, "total_loss": 0.9866141581442207} {"data_time": 0.010851947590708733, "eta_seconds": 95912.82421565615, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.45129526605003584, "fast_rcnn/fg_cls_accuracy": 0.524423116193588, "iteration": 6919, "loss_box_reg": 0.28617210127413273, "loss_cls": 0.26480560563504696, "loss_mask": 0.29378531128168106, "loss_rpn_cls": 0.04516506940126419, "loss_rpn_loc": 0.08852366358041763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8659109822839088, "mask_rcnn/false_negative": 0.0972077259126824, "mask_rcnn/false_positive": 0.1532263467221211, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1584208745043725, "total_loss": 0.9899199057836086} {"data_time": 0.012181010097265244, "eta_seconds": 95888.12639367767, "fast_rcnn/cls_accuracy": 0.904541015625, "fast_rcnn/false_negative": 0.4702264381884945, "fast_rcnn/fg_cls_accuracy": 0.4830733804895425, "iteration": 6939, "loss_box_reg": 0.2968306951224804, "loss_cls": 0.27344601042568684, "loss_mask": 0.28615569695830345, "loss_rpn_cls": 0.05493911728262901, "loss_rpn_loc": 0.0971174044534564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754215020591882, "mask_rcnn/false_negative": 0.09358246014814131, "mask_rcnn/false_positive": 0.16484443808796412, "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": 1.159794834908098, "total_loss": 1.0054637845605612} {"data_time": 0.011881132144480944, "eta_seconds": 95864.00891002268, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.47770681977970475, "fast_rcnn/fg_cls_accuracy": 0.498270846233833, "iteration": 6959, "loss_box_reg": 0.2874090392142534, "loss_cls": 0.25187104381620884, "loss_mask": 0.2963827792555094, "loss_rpn_cls": 0.049856500467285514, "loss_rpn_loc": 0.09183001262135804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8655561821502795, "mask_rcnn/false_negative": 0.11793785376166976, "mask_rcnn/false_positive": 0.14727173405068605, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1565998019650578, "total_loss": 0.9655882134102285} {"data_time": 0.011900593061000109, "eta_seconds": 95840.92027589213, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.431867591734881, "fast_rcnn/fg_cls_accuracy": 0.5209624869903615, "iteration": 6979, "loss_box_reg": 0.2926234323531389, "loss_cls": 0.2790541872382164, "loss_mask": 0.29182236455380917, "loss_rpn_cls": 0.0488444659858942, "loss_rpn_loc": 0.08847192930988967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748475533219033, "mask_rcnn/false_negative": 0.11593062103044467, "mask_rcnn/false_positive": 0.12873336875866437, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.163257721811533, "total_loss": 1.021203799173236} {"data_time": 0.011591191869229078, "eta_seconds": 95815.37969294004, "fast_rcnn/cls_accuracy": 0.905517578125, "fast_rcnn/false_negative": 0.461038961038961, "fast_rcnn/fg_cls_accuracy": 0.48429652562779496, "iteration": 6999, "loss_box_reg": 0.28493579290807247, "loss_cls": 0.2780095487833023, "loss_mask": 0.29384892620146275, "loss_rpn_cls": 0.051131756510585546, "loss_rpn_loc": 0.07498515862971544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758498473637916, "mask_rcnn/false_negative": 0.10860478308218649, "mask_rcnn/false_positive": 0.15474164525739154, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1419533144216985, "total_loss": 0.9967738382983953} {"data_time": 0.012651697034016252, "eta_seconds": 95789.49600413907, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4917158501031075, "fast_rcnn/fg_cls_accuracy": 0.4792279111546628, "iteration": 7019, "loss_box_reg": 0.2883063517510891, "loss_cls": 0.2630161717534065, "loss_mask": 0.29959163442254066, "loss_rpn_cls": 0.05661280616186559, "loss_rpn_loc": 0.08860504999756813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8544096316692087, "mask_rcnn/false_negative": 0.10937082651468126, "mask_rcnn/false_positive": 0.16111294761328673, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1541613945737481, "total_loss": 0.995701891835779} {"data_time": 0.012781455414369702, "eta_seconds": 95797.86881281063, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4731446350826534, "fast_rcnn/fg_cls_accuracy": 0.48657887673093014, "iteration": 7039, "loss_box_reg": 0.26124535873532295, "loss_cls": 0.22051281668245792, "loss_mask": 0.2859734296798706, "loss_rpn_cls": 0.048889522324316204, "loss_rpn_loc": 0.07460703793913126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802740934190132, "mask_rcnn/false_negative": 0.10312697647039229, "mask_rcnn/false_positive": 0.12858906621425062, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1688894899562001, "total_loss": 0.9189495325554162} {"data_time": 0.01237411773763597, "eta_seconds": 95809.44391188212, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4766752854988149, "fast_rcnn/fg_cls_accuracy": 0.4728240693867909, "iteration": 7059, "loss_box_reg": 0.2728416435420513, "loss_cls": 0.26777744479477406, "loss_mask": 0.2968975529074669, "loss_rpn_cls": 0.052343825809657574, "loss_rpn_loc": 0.09200863214209676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8688076431535734, "mask_rcnn/false_negative": 0.11678733427070201, "mask_rcnn/false_positive": 0.1380010864707136, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1652382332831621, "total_loss": 0.9690163319464773} {"data_time": 0.01368155749514699, "eta_seconds": 95803.0303102266, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.4530069978521444, "fast_rcnn/fg_cls_accuracy": 0.5106679213396835, "iteration": 7079, "loss_box_reg": 0.2701877485960722, "loss_cls": 0.2598357740789652, "loss_mask": 0.28633747063577175, "loss_rpn_cls": 0.0501139706466347, "loss_rpn_loc": 0.08122635423205793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8765609174936821, "mask_rcnn/false_negative": 0.10784882861706743, "mask_rcnn/false_positive": 0.1412713852665941, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1610344441141933, "total_loss": 0.9632614816073328} {"data_time": 0.012229007203131914, "eta_seconds": 95775.06707813591, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.40031635754605793, "fast_rcnn/fg_cls_accuracy": 0.570267131242741, "iteration": 7099, "loss_box_reg": 0.2678009979426861, "loss_cls": 0.2518460778519511, "loss_mask": 0.28855437971651554, "loss_rpn_cls": 0.056311500957235694, "loss_rpn_loc": 0.08884197846055031, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868506380242552, "mask_rcnn/false_negative": 0.10942411614516007, "mask_rcnn/false_positive": 0.1234032954073912, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1433043130673468, "total_loss": 0.9618179675890133} {"data_time": 0.013126869685947895, "eta_seconds": 95779.26451072097, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.43862612612612617, "fast_rcnn/fg_cls_accuracy": 0.45446535443543024, "iteration": 7119, "loss_box_reg": 0.26963543333113194, "loss_cls": 0.23878517001867294, "loss_mask": 0.28387749567627907, "loss_rpn_cls": 0.04869489651173353, "loss_rpn_loc": 0.08587214746512473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8657578136291518, "mask_rcnn/false_negative": 0.11974550376463802, "mask_rcnn/false_positive": 0.15187950219583735, "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": 1.1493610956240445, "total_loss": 0.9456335309660062} {"data_time": 0.012352455640211701, "eta_seconds": 95761.41561287921, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4081006406181231, "fast_rcnn/fg_cls_accuracy": 0.5844040547520661, "iteration": 7139, "loss_box_reg": 0.29528111033141613, "loss_cls": 0.26785388961434364, "loss_mask": 0.285281278192997, "loss_rpn_cls": 0.05151627119630575, "loss_rpn_loc": 0.0915358227211982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8620102009891379, "mask_rcnn/false_negative": 0.12879322884335678, "mask_rcnn/false_positive": 0.15846042377327674, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1596456365659833, "total_loss": 0.9870521780103445} {"data_time": 0.011990605387836695, "eta_seconds": 95747.38869152963, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4838292775185979, "fast_rcnn/fg_cls_accuracy": 0.4772727272727273, "iteration": 7159, "loss_box_reg": 0.28822613321244717, "loss_cls": 0.25115990452468395, "loss_mask": 0.2939173225313425, "loss_rpn_cls": 0.053109670989215374, "loss_rpn_loc": 0.08302551321685314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8569219339387824, "mask_rcnn/false_negative": 0.11449892272375949, "mask_rcnn/false_positive": 0.1804182686503195, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.156184226507321, "total_loss": 0.9784458409994841} {"data_time": 0.01086694491095841, "eta_seconds": 95742.91368762031, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.4438697209117263, "fast_rcnn/fg_cls_accuracy": 0.5313136366828172, "iteration": 7179, "loss_box_reg": 0.2614573147147894, "loss_cls": 0.2491600001230836, "loss_mask": 0.2969121355563402, "loss_rpn_cls": 0.05702534457668662, "loss_rpn_loc": 0.0810380820184946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741718362000771, "mask_rcnn/false_negative": 0.11039675088570247, "mask_rcnn/false_positive": 0.1528033345370504, "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": 1.1608124426566064, "total_loss": 0.9394081563223153} {"data_time": 0.010744957253336906, "eta_seconds": 95692.07353061065, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.46222789225502225, "fast_rcnn/fg_cls_accuracy": 0.4999396621078037, "iteration": 7199, "loss_box_reg": 0.26406112499535084, "loss_cls": 0.27184686437249184, "loss_mask": 0.29724390618503094, "loss_rpn_cls": 0.05245473177637905, "loss_rpn_loc": 0.07768779061734676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782637961262314, "mask_rcnn/false_negative": 0.10502999505705565, "mask_rcnn/false_positive": 0.1252030449071478, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.1576507010031492, "total_loss": 0.9471548395231366} {"data_time": 0.012821380980312824, "eta_seconds": 95726.1508771358, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4731272626009468, "fast_rcnn/fg_cls_accuracy": 0.44673670959620415, "iteration": 7219, "loss_box_reg": 0.2894534282386303, "loss_cls": 0.26372369192540646, "loss_mask": 0.2893474530428648, "loss_rpn_cls": 0.05118332477286458, "loss_rpn_loc": 0.0884140394628048, "lr": 0.0001, "mask_rcnn/accuracy": 0.871020213477877, "mask_rcnn/false_negative": 0.10461487775863315, "mask_rcnn/false_positive": 0.15720951423308527, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1611855318769813, "total_loss": 0.9885398279875517} {"data_time": 0.013021396473050117, "eta_seconds": 95700.71985861287, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.4082057690305113, "fast_rcnn/fg_cls_accuracy": 0.5624790702255491, "iteration": 7239, "loss_box_reg": 0.2675625439733267, "loss_cls": 0.2416898626834154, "loss_mask": 0.28877212293446064, "loss_rpn_cls": 0.04815059923566878, "loss_rpn_loc": 0.08782268222421408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742542013831998, "mask_rcnn/false_negative": 0.10738742744080566, "mask_rcnn/false_positive": 0.16166284841780498, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1490725292824209, "total_loss": 0.9266362939961255} {"data_time": 0.012400457868352532, "eta_seconds": 95670.32447519246, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.45170293951384966, "fast_rcnn/fg_cls_accuracy": 0.5275932730356134, "iteration": 7259, "loss_box_reg": 0.29953301418572664, "loss_cls": 0.2749127522110939, "loss_mask": 0.29072704538702965, "loss_rpn_cls": 0.05537409393582493, "loss_rpn_loc": 0.09878300223499537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8743977565885058, "mask_rcnn/false_negative": 0.11541522225030287, "mask_rcnn/false_positive": 0.149418862268517, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1462939765769988, "total_loss": 1.0439620602410287} {"data_time": 0.013702443335205317, "eta_seconds": 95647.198943533, "fast_rcnn/cls_accuracy": 0.903076171875, "fast_rcnn/false_negative": 0.5064027370478983, "fast_rcnn/fg_cls_accuracy": 0.44495633576902516, "iteration": 7279, "loss_box_reg": 0.29153641499578953, "loss_cls": 0.27256704680621624, "loss_mask": 0.2985744848847389, "loss_rpn_cls": 0.05324728356208652, "loss_rpn_loc": 0.08379253651946783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8642042210234983, "mask_rcnn/false_negative": 0.11786828962709692, "mask_rcnn/false_positive": 0.14934168624210514, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1252603505272418, "total_loss": 1.0155965884914622} {"data_time": 0.01182347722351551, "eta_seconds": 95638.91652859747, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.439933800623053, "fast_rcnn/fg_cls_accuracy": 0.5296590127278982, "iteration": 7299, "loss_box_reg": 0.298345485702157, "loss_cls": 0.2860453836619854, "loss_mask": 0.3049438986927271, "loss_rpn_cls": 0.05894339014776051, "loss_rpn_loc": 0.09346935339272022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670032487642846, "mask_rcnn/false_negative": 0.11073041228592231, "mask_rcnn/false_positive": 0.15726112938244996, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1615394537802786, "total_loss": 1.0035758793819696} {"data_time": 0.011490676319226623, "eta_seconds": 95635.13323084451, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.4610197774228317, "fast_rcnn/fg_cls_accuracy": 0.49764476166311816, "iteration": 7319, "loss_box_reg": 0.26187354139983654, "loss_cls": 0.24633831158280373, "loss_mask": 0.2828527167439461, "loss_rpn_cls": 0.04860593186458573, "loss_rpn_loc": 0.0788008845411241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8705928247917014, "mask_rcnn/false_negative": 0.1110812818380377, "mask_rcnn/false_positive": 0.14737571172833894, "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": 1.1600455569569021, "total_loss": 0.9237359057879075} {"data_time": 0.012151265982538462, "eta_seconds": 95615.8824778907, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.39103362391033625, "fast_rcnn/fg_cls_accuracy": 0.5732669157326692, "iteration": 7339, "loss_box_reg": 0.26439072005450726, "loss_cls": 0.23624965082854033, "loss_mask": 0.2924685087054968, "loss_rpn_cls": 0.0409973778296262, "loss_rpn_loc": 0.08289006818085909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786529824399283, "mask_rcnn/false_negative": 0.10129367948553324, "mask_rcnn/false_positive": 0.146578452053441, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.162905135191977, "total_loss": 0.9127584402449429} {"data_time": 0.01139096706174314, "eta_seconds": 95597.89200592786, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.45665280665280666, "fast_rcnn/fg_cls_accuracy": 0.5188259109311741, "iteration": 7359, "loss_box_reg": 0.30062730610370636, "loss_cls": 0.27203661389648914, "loss_mask": 0.30093953013420105, "loss_rpn_cls": 0.051075369119644165, "loss_rpn_loc": 0.0878533716313541, "lr": 0.0001, "mask_rcnn/accuracy": 0.8636300140315485, "mask_rcnn/false_negative": 0.11367071239125343, "mask_rcnn/false_positive": 0.15429412170457485, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1714925456326455, "total_loss": 1.0065497970208526} {"data_time": 0.013186168856918812, "eta_seconds": 95574.75602044724, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.42614263147211706, "fast_rcnn/fg_cls_accuracy": 0.5419310474166223, "iteration": 7379, "loss_box_reg": 0.28518545255064964, "loss_cls": 0.2603613194078207, "loss_mask": 0.2817586734890938, "loss_rpn_cls": 0.044402298517525196, "loss_rpn_loc": 0.08911599451676011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820098834520071, "mask_rcnn/false_negative": 0.11385374746770847, "mask_rcnn/false_positive": 0.13128411865321277, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.1649094042368233, "total_loss": 0.969446538714692} {"data_time": 0.01206911657936871, "eta_seconds": 95546.47825639695, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.47398681137518894, "fast_rcnn/fg_cls_accuracy": 0.5051546391752577, "iteration": 7399, "loss_box_reg": 0.26990601792931557, "loss_cls": 0.2556434441357851, "loss_mask": 0.2873711436986923, "loss_rpn_cls": 0.05387017538305372, "loss_rpn_loc": 0.08855024608783424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788510270352149, "mask_rcnn/false_negative": 0.10617326360043747, "mask_rcnn/false_positive": 0.1413154643900253, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.1460662570316344, "total_loss": 0.9850792422657833} {"data_time": 0.011832216056063771, "eta_seconds": 95516.48094066884, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4033576189279856, "fast_rcnn/fg_cls_accuracy": 0.5842830666979102, "iteration": 7419, "loss_box_reg": 0.2635662369430065, "loss_cls": 0.25393180176615715, "loss_mask": 0.29121052846312523, "loss_rpn_cls": 0.052899645175784826, "loss_rpn_loc": 0.08459892170503736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8628732313548302, "mask_rcnn/false_negative": 0.10073758077695555, "mask_rcnn/false_positive": 0.15732485188731263, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.146466783247888, "total_loss": 0.9469569029752165} {"data_time": 0.012371239950880408, "eta_seconds": 95493.34786221385, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.44262770897832815, "fast_rcnn/fg_cls_accuracy": 0.5247185883784606, "iteration": 7439, "loss_box_reg": 0.3003797847777605, "loss_cls": 0.2726317187771201, "loss_mask": 0.28893459029495716, "loss_rpn_cls": 0.05553059407975525, "loss_rpn_loc": 0.08461153507232666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748666457389178, "mask_rcnn/false_negative": 0.11457274000201313, "mask_rcnn/false_positive": 0.14892423683368236, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1723401003982872, "total_loss": 1.0131155321141705} {"data_time": 0.012456742580980062, "eta_seconds": 95478.17000917625, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3995824072203139, "fast_rcnn/fg_cls_accuracy": 0.5654093980826654, "iteration": 7459, "loss_box_reg": 0.2884180247783661, "loss_cls": 0.2561595942825079, "loss_mask": 0.2985437139868736, "loss_rpn_cls": 0.046266914112493396, "loss_rpn_loc": 0.08252426097169518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8740032395238653, "mask_rcnn/false_negative": 0.11219825355325008, "mask_rcnn/false_positive": 0.14894868909025816, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1507829616311938, "total_loss": 0.9767087958753109} {"data_time": 0.013675864087417722, "eta_seconds": 95455.03500311635, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.41696096654275094, "fast_rcnn/fg_cls_accuracy": 0.5667752867570386, "iteration": 7479, "loss_box_reg": 0.27223070338368416, "loss_cls": 0.23365661222487688, "loss_mask": 0.2981275524944067, "loss_rpn_cls": 0.04497986659407616, "loss_rpn_loc": 0.07399823248852044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807814563554359, "mask_rcnn/false_negative": 0.10806925732518652, "mask_rcnn/false_positive": 0.12435965258576587, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.157648361986503, "total_loss": 0.9225910027744249} {"data_time": 0.012235217029228806, "eta_seconds": 95430.80455390736, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.43170805381798044, "fast_rcnn/fg_cls_accuracy": 0.5495513070620366, "iteration": 7499, "loss_box_reg": 0.28155999816954136, "loss_cls": 0.24455457087606192, "loss_mask": 0.29154935106635094, "loss_rpn_cls": 0.05586977628991008, "loss_rpn_loc": 0.08446415001526475, "lr": 0.0001, "mask_rcnn/accuracy": 0.872865853097305, "mask_rcnn/false_negative": 0.09720369335030893, "mask_rcnn/false_positive": 0.1509115073646258, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1537736100144684, "total_loss": 0.966302908025682} {"data_time": 0.01201925938948989, "eta_seconds": 95390.93573262915, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3780136840572894, "fast_rcnn/fg_cls_accuracy": 0.5591318191857468, "iteration": 7519, "loss_box_reg": 0.2744599739089608, "loss_cls": 0.24247465282678604, "loss_mask": 0.2923176530748606, "loss_rpn_cls": 0.047646383463870734, "loss_rpn_loc": 0.08526885183528066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8699437973081274, "mask_rcnn/false_negative": 0.1132175671691745, "mask_rcnn/false_positive": 0.14061777392029037, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1475894269533455, "total_loss": 0.9402647971874103} {"data_time": 0.012794227572157979, "eta_seconds": 95367.80504986178, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.42426511563109504, "fast_rcnn/fg_cls_accuracy": 0.5511314886314886, "iteration": 7539, "loss_box_reg": 0.27843031473457813, "loss_cls": 0.23500217124819756, "loss_mask": 0.29159304313361645, "loss_rpn_cls": 0.050446168053895235, "loss_rpn_loc": 0.09824713226407766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8640934625998044, "mask_rcnn/false_negative": 0.11060195154258642, "mask_rcnn/false_positive": 0.16421372974070503, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1523865091148764, "total_loss": 0.9638852442149073} {"data_time": 0.012795859016478062, "eta_seconds": 95366.73039251938, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.4522790963683157, "fast_rcnn/fg_cls_accuracy": 0.514792869025858, "iteration": 7559, "loss_box_reg": 0.2942714560776949, "loss_cls": 0.26536010671406984, "loss_mask": 0.2806747891008854, "loss_rpn_cls": 0.05212261155247688, "loss_rpn_loc": 0.09452060610055923, "lr": 0.0001, "mask_rcnn/accuracy": 0.8622469974765936, "mask_rcnn/false_negative": 0.1038041748050203, "mask_rcnn/false_positive": 0.1639845520628581, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.1695191552862525, "total_loss": 0.9899322912096977} {"data_time": 0.011201092740520835, "eta_seconds": 95356.14777852781, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.41487462813429665, "fast_rcnn/fg_cls_accuracy": 0.5645458873943578, "iteration": 7579, "loss_box_reg": 0.29905838891863823, "loss_cls": 0.2649431340396404, "loss_mask": 0.2988166771829128, "loss_rpn_cls": 0.04612631048075855, "loss_rpn_loc": 0.08284295920748264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793071144234317, "mask_rcnn/false_negative": 0.10803699268625269, "mask_rcnn/false_positive": 0.15642973379150307, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1640042066574097, "total_loss": 1.023914435179904} {"data_time": 0.012406622059643269, "eta_seconds": 95340.21120425314, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.47709986772486773, "fast_rcnn/fg_cls_accuracy": 0.46395156851953767, "iteration": 7599, "loss_box_reg": 0.2555861119180918, "loss_cls": 0.243421982973814, "loss_mask": 0.2810904271900654, "loss_rpn_cls": 0.04181930224876851, "loss_rpn_loc": 0.07425741106271744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8669591904767016, "mask_rcnn/false_negative": 0.1089491907264675, "mask_rcnn/false_positive": 0.15672595430045883, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1555867339484394, "total_loss": 0.8814773885533214} {"data_time": 0.011814313009381294, "eta_seconds": 95317.07037629094, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.4545300878972278, "fast_rcnn/fg_cls_accuracy": 0.5295311721304501, "iteration": 7619, "loss_box_reg": 0.28497508354485035, "loss_cls": 0.2496596034616232, "loss_mask": 0.2899108901619911, "loss_rpn_cls": 0.04973557288758457, "loss_rpn_loc": 0.08729354850947857, "lr": 0.0001, "mask_rcnn/accuracy": 0.8723914215782839, "mask_rcnn/false_negative": 0.11163283663907929, "mask_rcnn/false_positive": 0.14638031886636718, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 1.159087172942236, "total_loss": 0.9641669522970915} {"data_time": 0.012005568016320467, "eta_seconds": 95354.49042007327, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4474857685009488, "fast_rcnn/fg_cls_accuracy": 0.5192754154447703, "iteration": 7639, "loss_box_reg": 0.28559522330760956, "loss_cls": 0.2627387996762991, "loss_mask": 0.2953581213951111, "loss_rpn_cls": 0.04975193412974477, "loss_rpn_loc": 0.10104593192227185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8608109648029048, "mask_rcnn/false_negative": 0.0952001304603933, "mask_rcnn/false_positive": 0.16156124779509046, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1787140569649637, "total_loss": 1.0219403351657093} {"data_time": 0.012474308488890529, "eta_seconds": 95363.05793988518, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.47484046148734577, "fast_rcnn/fg_cls_accuracy": 0.5147737818360963, "iteration": 7659, "loss_box_reg": 0.2728263661265373, "loss_cls": 0.27248672395944595, "loss_mask": 0.28667508624494076, "loss_rpn_cls": 0.04888670868240297, "loss_rpn_loc": 0.08614620915614069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8581275467039607, "mask_rcnn/false_negative": 0.11027669810365795, "mask_rcnn/false_positive": 0.1689041639111608, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.157869367627427, "total_loss": 0.9836783970240504} {"data_time": 0.011155182495713234, "eta_seconds": 95398.06421840563, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.4295634920634921, "fast_rcnn/fg_cls_accuracy": 0.5324770258980785, "iteration": 7679, "loss_box_reg": 0.27382967341691256, "loss_cls": 0.2605117578059435, "loss_mask": 0.29146108590066433, "loss_rpn_cls": 0.050600413349457085, "loss_rpn_loc": 0.0921015297062695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813263028425655, "mask_rcnn/false_negative": 0.10266472786625211, "mask_rcnn/false_positive": 0.14823655528055582, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1643722248263657, "total_loss": 0.9722278686240315} {"data_time": 0.011627867817878723, "eta_seconds": 95374.88684614655, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.412333888347837, "fast_rcnn/fg_cls_accuracy": 0.5260179987525617, "iteration": 7699, "loss_box_reg": 0.2702054772526026, "loss_cls": 0.2516212174668908, "loss_mask": 0.29506757110357285, "loss_rpn_cls": 0.04640169185586274, "loss_rpn_loc": 0.07508436893112957, "lr": 0.0001, "mask_rcnn/accuracy": 0.879770132142994, "mask_rcnn/false_negative": 0.10350219024717772, "mask_rcnn/false_positive": 0.14578602148846959, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1547894736286253, "total_loss": 0.9394641076214612} {"data_time": 0.011951311025768518, "eta_seconds": 95338.69380905293, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4146412037037037, "fast_rcnn/fg_cls_accuracy": 0.5642688679245282, "iteration": 7719, "loss_box_reg": 0.27844525035470724, "loss_cls": 0.25500168185681105, "loss_mask": 0.28740513511002064, "loss_rpn_cls": 0.05137993081007153, "loss_rpn_loc": 0.08239255845546722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888525038235435, "mask_rcnn/false_negative": 0.09514699077320152, "mask_rcnn/false_positive": 0.1408371619905348, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1673025866039097, "total_loss": 0.9809715317096561} {"data_time": 0.012918568914756179, "eta_seconds": 95260.49597511068, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.44042985276696567, "fast_rcnn/fg_cls_accuracy": 0.4863991188161486, "iteration": 7739, "loss_box_reg": 0.2904200293123722, "loss_cls": 0.2506498470902443, "loss_mask": 0.280032429844141, "loss_rpn_cls": 0.05434383905958384, "loss_rpn_loc": 0.08542732195928693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823873906608696, "mask_rcnn/false_negative": 0.09291804155701693, "mask_rcnn/false_positive": 0.11757286141994525, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1214712953660637, "total_loss": 0.9596296866657212} {"data_time": 0.012506027473136783, "eta_seconds": 95226.1220420897, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.42979725578537786, "fast_rcnn/fg_cls_accuracy": 0.5065670822551556, "iteration": 7759, "loss_box_reg": 0.2552518956363201, "loss_cls": 0.24664958752691746, "loss_mask": 0.28011438995599747, "loss_rpn_cls": 0.050044601084664464, "loss_rpn_loc": 0.08249930362217128, "lr": 0.0001, "mask_rcnn/accuracy": 0.863322712353424, "mask_rcnn/false_negative": 0.10307613701281157, "mask_rcnn/false_positive": 0.1645176708220869, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1441753157414496, "total_loss": 0.9441258220467716} {"data_time": 0.013436305103823543, "eta_seconds": 95227.07027945202, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.43064834931473284, "fast_rcnn/fg_cls_accuracy": 0.5172594841247112, "iteration": 7779, "loss_box_reg": 0.27561226673424244, "loss_cls": 0.24978868663311005, "loss_mask": 0.30134669691324234, "loss_rpn_cls": 0.04751382069662213, "loss_rpn_loc": 0.07009782083332539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8714520153109167, "mask_rcnn/false_negative": 0.12764639171681041, "mask_rcnn/false_positive": 0.14679038097703306, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1636968711391091, "total_loss": 0.9514580597169697} {"data_time": 0.012717547826468945, "eta_seconds": 95191.01348351687, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4359499785405919, "fast_rcnn/fg_cls_accuracy": 0.5477918935269208, "iteration": 7799, "loss_box_reg": 0.25453685969114304, "loss_cls": 0.2375230100005865, "loss_mask": 0.27123555541038513, "loss_rpn_cls": 0.04844735283404589, "loss_rpn_loc": 0.08308371854946017, "lr": 0.0001, "mask_rcnn/accuracy": 0.880019549240378, "mask_rcnn/false_negative": 0.09785737242184112, "mask_rcnn/false_positive": 0.15473219684887793, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1716514721047133, "total_loss": 0.8876613704487681} {"data_time": 0.014052869752049446, "eta_seconds": 95180.74234450702, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4944852941176471, "fast_rcnn/fg_cls_accuracy": 0.50147762454264, "iteration": 7819, "loss_box_reg": 0.2909571994096041, "loss_cls": 0.25339504331350327, "loss_mask": 0.2870922163128853, "loss_rpn_cls": 0.04942440218292177, "loss_rpn_loc": 0.09259268455207348, "lr": 0.0001, "mask_rcnn/accuracy": 0.872859025032938, "mask_rcnn/false_negative": 0.10987543423803202, "mask_rcnn/false_positive": 0.1517932021501664, "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": 1.160694214515388, "total_loss": 0.990014148876071} {"data_time": 0.01254482683725655, "eta_seconds": 95225.24611696601, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4113446841641568, "fast_rcnn/fg_cls_accuracy": 0.5524341521160107, "iteration": 7839, "loss_box_reg": 0.28618146292865276, "loss_cls": 0.2666299883276224, "loss_mask": 0.29920439794659615, "loss_rpn_cls": 0.048171675531193614, "loss_rpn_loc": 0.09678074298426509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752734979070016, "mask_rcnn/false_negative": 0.10211535277431759, "mask_rcnn/false_positive": 0.13978683257682412, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.169446620857343, "total_loss": 1.0150753068737686} {"data_time": 0.011937863193452358, "eta_seconds": 95209.68356529716, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.38646548360906374, "fast_rcnn/fg_cls_accuracy": 0.5992663782507284, "iteration": 7859, "loss_box_reg": 0.28023386746644974, "loss_cls": 0.25497871078550816, "loss_mask": 0.28554221987724304, "loss_rpn_cls": 0.054718052269890904, "loss_rpn_loc": 0.08823797525838017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792139160442731, "mask_rcnn/false_negative": 0.0961200043375334, "mask_rcnn/false_positive": 0.14090489102741405, "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": 1.1791665281634778, "total_loss": 0.9778736960142851} {"data_time": 0.011461953166872263, "eta_seconds": 95190.22348611616, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.42193229364777485, "fast_rcnn/fg_cls_accuracy": 0.5058968058968059, "iteration": 7879, "loss_box_reg": 0.2943696416914463, "loss_cls": 0.2666166238486767, "loss_mask": 0.2999430485069752, "loss_rpn_cls": 0.05836876528337598, "loss_rpn_loc": 0.0967173504177481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8669444292868662, "mask_rcnn/false_negative": 0.11702189475958638, "mask_rcnn/false_positive": 0.15084869066851425, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1650536758825183, "total_loss": 1.040463540237397} {"data_time": 0.012506342027336359, "eta_seconds": 95167.04028507229, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4664076951535331, "fast_rcnn/fg_cls_accuracy": 0.4858001265022138, "iteration": 7899, "loss_box_reg": 0.27823168225586414, "loss_cls": 0.265870226547122, "loss_mask": 0.2940518204122782, "loss_rpn_cls": 0.05263372347690165, "loss_rpn_loc": 0.08903729636222124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8675824539486776, "mask_rcnn/false_negative": 0.11652371277136371, "mask_rcnn/false_positive": 0.1409083859089078, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1651204710360616, "total_loss": 1.0140418803784996} {"data_time": 0.012771126348525286, "eta_seconds": 95137.5683895126, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4633751306165099, "fast_rcnn/fg_cls_accuracy": 0.5052693208430914, "iteration": 7919, "loss_box_reg": 0.2958847712725401, "loss_cls": 0.26398603804409504, "loss_mask": 0.29010410606861115, "loss_rpn_cls": 0.04563139961101115, "loss_rpn_loc": 0.08781808242201805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778795524177008, "mask_rcnn/false_negative": 0.1119336795583723, "mask_rcnn/false_positive": 0.14838042466409512, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1416935306042433, "total_loss": 0.9966687582200393} {"data_time": 0.012677921913564205, "eta_seconds": 95083.67724672426, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.44536645372928174, "fast_rcnn/fg_cls_accuracy": 0.5290066964285715, "iteration": 7939, "loss_box_reg": 0.27600839361548424, "loss_cls": 0.25902146100997925, "loss_mask": 0.2846367862075567, "loss_rpn_cls": 0.043744000140577555, "loss_rpn_loc": 0.08093128446489573, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747190012368584, "mask_rcnn/false_negative": 0.10799859743939991, "mask_rcnn/false_positive": 0.1375387486449016, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1170631365384907, "total_loss": 0.9528243034146726} {"data_time": 0.011686044512316585, "eta_seconds": 95035.19069337286, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.38379014396456257, "fast_rcnn/fg_cls_accuracy": 0.5789198133329887, "iteration": 7959, "loss_box_reg": 0.26103754714131355, "loss_cls": 0.22976890671998262, "loss_mask": 0.28833726793527603, "loss_rpn_cls": 0.04556618584319949, "loss_rpn_loc": 0.0849004378542304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8719100363359629, "mask_rcnn/false_negative": 0.11322451148716564, "mask_rcnn/false_positive": 0.1398905257220659, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1563643980771303, "total_loss": 0.924427438993007} {"data_time": 0.012401987565681338, "eta_seconds": 95012.02268003952, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.46464104013566987, "fast_rcnn/fg_cls_accuracy": 0.5106382978723404, "iteration": 7979, "loss_box_reg": 0.2843636255711317, "loss_cls": 0.23719985038042068, "loss_mask": 0.2939819507300854, "loss_rpn_cls": 0.04594864509999752, "loss_rpn_loc": 0.08831321634352207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783929677071773, "mask_rcnn/false_negative": 0.1028126081584777, "mask_rcnn/false_positive": 0.13649764405112147, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.15968086454086, "total_loss": 0.9408996501006186} {"data_time": 0.012073267018422484, "eta_seconds": 95043.92556054518, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.3876960876960877, "fast_rcnn/fg_cls_accuracy": 0.5672131672483909, "iteration": 7999, "loss_box_reg": 0.29141615331172943, "loss_cls": 0.26185549795627594, "loss_mask": 0.28838048316538334, "loss_rpn_cls": 0.05220847390592098, "loss_rpn_loc": 0.07909137196838856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751349647001658, "mask_rcnn/false_negative": 0.12021472448821385, "mask_rcnn/false_positive": 0.13777891743069892, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1735526956617832, "total_loss": 1.0179206389002502} {"data_time": 0.013578471727669239, "eta_seconds": 94990.98051043693, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3943174751243781, "fast_rcnn/fg_cls_accuracy": 0.5476305849609859, "iteration": 8019, "loss_box_reg": 0.24129550717771053, "loss_cls": 0.2197976829484105, "loss_mask": 0.2732507698237896, "loss_rpn_cls": 0.0432748687453568, "loss_rpn_loc": 0.09060089057311416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764263226279317, "mask_rcnn/false_negative": 0.09711695694942096, "mask_rcnn/false_positive": 0.15192261757652498, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1334603074938059, "total_loss": 0.8925530248088762} {"data_time": 0.013814654434099793, "eta_seconds": 94926.79302016273, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.4425019425019425, "fast_rcnn/fg_cls_accuracy": 0.5357142857142857, "iteration": 8039, "loss_box_reg": 0.2891169562935829, "loss_cls": 0.25327314250171185, "loss_mask": 0.2888416964560747, "loss_rpn_cls": 0.04232963256072253, "loss_rpn_loc": 0.0791988808196038, "lr": 0.0001, "mask_rcnn/accuracy": 0.877907843185621, "mask_rcnn/false_negative": 0.10493167206553934, "mask_rcnn/false_positive": 0.16388749214992687, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1495214456226677, "total_loss": 0.9540806743316352} {"data_time": 0.01203401549719274, "eta_seconds": 94872.85085841548, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.415224278483947, "fast_rcnn/fg_cls_accuracy": 0.56822944630146, "iteration": 8059, "loss_box_reg": 0.28894308768212795, "loss_cls": 0.24401778355240822, "loss_mask": 0.29477208852767944, "loss_rpn_cls": 0.04585789667908102, "loss_rpn_loc": 0.08165623480454087, "lr": 0.0001, "mask_rcnn/accuracy": 0.8733602322007119, "mask_rcnn/false_negative": 0.1087045972670329, "mask_rcnn/false_positive": 0.15712909823382273, "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": 1.1469628629274666, "total_loss": 0.9841671581380069} {"data_time": 0.012436747550964355, "eta_seconds": 94857.48252868652, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.44314838479598206, "fast_rcnn/fg_cls_accuracy": 0.53395986433013, "iteration": 8079, "loss_box_reg": 0.286730632185936, "loss_cls": 0.2465587668120861, "loss_mask": 0.2822758015245199, "loss_rpn_cls": 0.044748894637450576, "loss_rpn_loc": 0.07761572720482945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742071094632184, "mask_rcnn/false_negative": 0.11304281796500495, "mask_rcnn/false_positive": 0.13488820503481558, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1617780104279518, "total_loss": 0.9848270969232544} {"data_time": 0.012734616408124566, "eta_seconds": 94855.07519803941, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.5181643835616438, "fast_rcnn/fg_cls_accuracy": 0.47445320197044333, "iteration": 8099, "loss_box_reg": 0.2835016530007124, "loss_cls": 0.2725729513913393, "loss_mask": 0.2893202658742666, "loss_rpn_cls": 0.04879957204684615, "loss_rpn_loc": 0.10327670024707913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8710717149809981, "mask_rcnn/false_negative": 0.10161910125058718, "mask_rcnn/false_positive": 0.13661161083574677, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.157844294095412, "total_loss": 1.0117164819967002} {"data_time": 0.011363482102751732, "eta_seconds": 94863.31826556474, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.44391415214619634, "fast_rcnn/fg_cls_accuracy": 0.5209086215797625, "iteration": 8119, "loss_box_reg": 0.28447190672159195, "loss_cls": 0.2490305658429861, "loss_mask": 0.2863074652850628, "loss_rpn_cls": 0.04589647171087563, "loss_rpn_loc": 0.08624001732096076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752065455036029, "mask_rcnn/false_negative": 0.1043152792868405, "mask_rcnn/false_positive": 0.15433381160251045, "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": 1.1756210289895535, "total_loss": 0.9573816023766994} {"data_time": 0.012898192973807454, "eta_seconds": 94804.31852041278, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4434019583670882, "fast_rcnn/fg_cls_accuracy": 0.5341046581972172, "iteration": 8139, "loss_box_reg": 0.26915444526821375, "loss_cls": 0.24635952804237604, "loss_mask": 0.2819967344403267, "loss_rpn_cls": 0.05577098380308598, "loss_rpn_loc": 0.07812319067306817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670781671870522, "mask_rcnn/false_negative": 0.10876768859692859, "mask_rcnn/false_positive": 0.16194800584328858, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1569523529615253, "total_loss": 0.9470480533782393} {"data_time": 0.013429285259917378, "eta_seconds": 94785.58430045843, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.44951847792045097, "fast_rcnn/fg_cls_accuracy": 0.5324055861526358, "iteration": 8159, "loss_box_reg": 0.26175839453935623, "loss_cls": 0.24397052265703678, "loss_mask": 0.2905048467218876, "loss_rpn_cls": 0.05016503995284438, "loss_rpn_loc": 0.08465815451927483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8617219620021672, "mask_rcnn/false_negative": 0.11431464181034404, "mask_rcnn/false_positive": 0.15856923124109032, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 1.1594564709812403, "total_loss": 0.9627416566945612} {"data_time": 0.012639202643185854, "eta_seconds": 94762.42066793144, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.45686632247712955, "fast_rcnn/fg_cls_accuracy": 0.5141365520426893, "iteration": 8179, "loss_box_reg": 0.2696033325046301, "loss_cls": 0.25733237713575363, "loss_mask": 0.2870189808309078, "loss_rpn_cls": 0.04462395026348531, "loss_rpn_loc": 0.08548058150336146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757378445237578, "mask_rcnn/false_negative": 0.10177393311723276, "mask_rcnn/false_positive": 0.14208247051006395, "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": 1.1602593651041389, "total_loss": 0.9596642779652029} {"data_time": 0.012901471694931388, "eta_seconds": 94739.25703540444, "fast_rcnn/cls_accuracy": 0.899658203125, "fast_rcnn/false_negative": 0.4630477315515523, "fast_rcnn/fg_cls_accuracy": 0.5092235555418453, "iteration": 8199, "loss_box_reg": 0.3086013365536928, "loss_cls": 0.2597185391932726, "loss_mask": 0.28981209732592106, "loss_rpn_cls": 0.0452176951803267, "loss_rpn_loc": 0.08908643829636276, "lr": 0.0001, "mask_rcnn/accuracy": 0.8639977780310921, "mask_rcnn/false_negative": 0.10823244495977333, "mask_rcnn/false_positive": 0.15490379871397902, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1550367984455079, "total_loss": 1.0093058911152184} {"data_time": 0.012283549178391695, "eta_seconds": 94692.29097650852, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.4259151171516718, "fast_rcnn/fg_cls_accuracy": 0.5633702993412824, "iteration": 8219, "loss_box_reg": 0.29806930758059025, "loss_cls": 0.25477825850248337, "loss_mask": 0.28961882553994656, "loss_rpn_cls": 0.05310149223078042, "loss_rpn_loc": 0.09823604905977845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823348949651927, "mask_rcnn/false_negative": 0.10624429927096134, "mask_rcnn/false_positive": 0.1402932434796203, "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": 1.1501989807002246, "total_loss": 0.9873949397588149} {"data_time": 0.013274935074150562, "eta_seconds": 94683.6780276522, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.42792372636882897, "fast_rcnn/fg_cls_accuracy": 0.5290055408391074, "iteration": 8239, "loss_box_reg": 0.28774245269596577, "loss_cls": 0.26376480609178543, "loss_mask": 0.29869825206696987, "loss_rpn_cls": 0.04349701933097094, "loss_rpn_loc": 0.09327662386931479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8755775126613676, "mask_rcnn/false_negative": 0.10734680242648681, "mask_rcnn/false_positive": 0.17102965923158184, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1438430950511247, "total_loss": 0.9814276401884854} {"data_time": 0.01262322859838605, "eta_seconds": 94693.8633113727, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.4853879494763473, "fast_rcnn/fg_cls_accuracy": 0.4903183685253474, "iteration": 8259, "loss_box_reg": 0.2946622148156166, "loss_cls": 0.25200030393898487, "loss_mask": 0.2957056686282158, "loss_rpn_cls": 0.04522990994155407, "loss_rpn_loc": 0.0901888208463788, "lr": 0.0001, "mask_rcnn/accuracy": 0.8633349694380519, "mask_rcnn/false_negative": 0.11699711293904483, "mask_rcnn/false_positive": 0.15766924090707518, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.169170880690217, "total_loss": 0.9633178561925888} {"data_time": 0.012587403878569603, "eta_seconds": 94696.99555079453, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.4481820621877194, "fast_rcnn/fg_cls_accuracy": 0.5029788084766094, "iteration": 8279, "loss_box_reg": 0.29736052080988884, "loss_cls": 0.25885353796184063, "loss_mask": 0.2831989098340273, "loss_rpn_cls": 0.03998094622511417, "loss_rpn_loc": 0.09670460689812899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864851914025147, "mask_rcnn/false_negative": 0.10733804486099824, "mask_rcnn/false_positive": 0.12027555059741876, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1523966141976416, "total_loss": 0.9773881351575255} {"data_time": 0.01189389149658382, "eta_seconds": 94647.5242542103, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.4184997327005072, "fast_rcnn/fg_cls_accuracy": 0.5319471867402721, "iteration": 8299, "loss_box_reg": 0.2852955423295498, "loss_cls": 0.25586792826652527, "loss_mask": 0.28903583995997906, "loss_rpn_cls": 0.04415388708002865, "loss_rpn_loc": 0.08504266082309186, "lr": 0.0001, "mask_rcnn/accuracy": 0.872171768707483, "mask_rcnn/false_negative": 0.11009681499762033, "mask_rcnn/false_positive": 0.1451852867068832, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.15355839044787, "total_loss": 0.9497299916110933} {"data_time": 0.012382850516587496, "eta_seconds": 94632.50451190397, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3998621025308241, "fast_rcnn/fg_cls_accuracy": 0.5743924737525068, "iteration": 8319, "loss_box_reg": 0.28093797340989113, "loss_cls": 0.24844667967408895, "loss_mask": 0.28488745726644993, "loss_rpn_cls": 0.043412833008915186, "loss_rpn_loc": 0.0852154497988522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8688447198121889, "mask_rcnn/false_negative": 0.10900985578076566, "mask_rcnn/false_positive": 0.136220961179912, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1649437551386654, "total_loss": 0.9792703459970653} {"data_time": 0.011626997729763389, "eta_seconds": 94589.08453788143, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4558930276981853, "fast_rcnn/fg_cls_accuracy": 0.5194876928919114, "iteration": 8339, "loss_box_reg": 0.25364488177001476, "loss_cls": 0.23692532069981098, "loss_mask": 0.2708643898367882, "loss_rpn_cls": 0.049196129315532744, "loss_rpn_loc": 0.08850914018694311, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749929445082506, "mask_rcnn/false_negative": 0.10234119655137372, "mask_rcnn/false_positive": 0.1431061494284942, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1588609833270311, "total_loss": 0.9238703801529482} {"data_time": 0.012383892899379134, "eta_seconds": 94578.01566846669, "fast_rcnn/cls_accuracy": 0.904541015625, "fast_rcnn/false_negative": 0.4690137448758138, "fast_rcnn/fg_cls_accuracy": 0.5169938953967992, "iteration": 8359, "loss_box_reg": 0.2740101981908083, "loss_cls": 0.258540827780962, "loss_mask": 0.2863390129059553, "loss_rpn_cls": 0.05085168918594718, "loss_rpn_loc": 0.08318479917943478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8652427864525418, "mask_rcnn/false_negative": 0.11529904787442928, "mask_rcnn/false_positive": 0.16025188864027734, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1695813951082528, "total_loss": 0.93071493296884} {"data_time": 0.01103166863322258, "eta_seconds": 94530.7843426615, "fast_rcnn/cls_accuracy": 0.907470703125, "fast_rcnn/false_negative": 0.4748917748917749, "fast_rcnn/fg_cls_accuracy": 0.49647378832838773, "iteration": 8379, "loss_box_reg": 0.28530205227434635, "loss_cls": 0.26403162628412247, "loss_mask": 0.29600924998521805, "loss_rpn_cls": 0.04610822082031518, "loss_rpn_loc": 0.0769004113972187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8721684857938978, "mask_rcnn/false_negative": 0.11110584197558943, "mask_rcnn/false_positive": 0.1397539018039732, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1499854950234294, "total_loss": 0.9575294392416254} {"data_time": 0.011760431341826916, "eta_seconds": 94575.26500336826, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.42071158335345726, "fast_rcnn/fg_cls_accuracy": 0.5086001300860012, "iteration": 8399, "loss_box_reg": 0.2750853542238474, "loss_cls": 0.24682801961898804, "loss_mask": 0.2738488204777241, "loss_rpn_cls": 0.043533693766221404, "loss_rpn_loc": 0.089648716035299, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870290152336178, "mask_rcnn/false_negative": 0.0918848734571892, "mask_rcnn/false_positive": 0.14303158953120143, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1697273426689208, "total_loss": 0.9276389793958515} {"data_time": 0.011871536960825324, "eta_seconds": 94570.66110718064, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4579501328428367, "fast_rcnn/fg_cls_accuracy": 0.511002310485202, "iteration": 8419, "loss_box_reg": 0.27860973589122295, "loss_cls": 0.24938229843974113, "loss_mask": 0.2873532511293888, "loss_rpn_cls": 0.046248426544480026, "loss_rpn_loc": 0.08200040610972792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8679361825668419, "mask_rcnn/false_negative": 0.11737554032957134, "mask_rcnn/false_positive": 0.14798765876862974, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.162231291178614, "total_loss": 0.9656819286756217} {"data_time": 0.012190770590677857, "eta_seconds": 94511.58782578073, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.43706796895274497, "fast_rcnn/fg_cls_accuracy": 0.5222816399286987, "iteration": 8439, "loss_box_reg": 0.2703524939715862, "loss_cls": 0.24798733741044998, "loss_mask": 0.28472883254289627, "loss_rpn_cls": 0.04125841287896037, "loss_rpn_loc": 0.0808332646265626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8719624293379323, "mask_rcnn/false_negative": 0.11240605832025426, "mask_rcnn/false_positive": 0.13103361608291308, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.1448022248223424, "total_loss": 0.929410892073065} {"data_time": 0.011768679367378354, "eta_seconds": 94499.3237228645, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.41285714285714287, "fast_rcnn/fg_cls_accuracy": 0.5466386554621849, "iteration": 8459, "loss_box_reg": 0.2625116389244795, "loss_cls": 0.2502551432698965, "loss_mask": 0.2786933947354555, "loss_rpn_cls": 0.04122446954715997, "loss_rpn_loc": 0.0693328226916492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8671289889812954, "mask_rcnn/false_negative": 0.12278121475159964, "mask_rcnn/false_positive": 0.14345009554993404, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.161646967055276, "total_loss": 0.8931410307995975} {"data_time": 0.012960364809259772, "eta_seconds": 94487.82054191455, "fast_rcnn/cls_accuracy": 0.905517578125, "fast_rcnn/false_negative": 0.4575889555427726, "fast_rcnn/fg_cls_accuracy": 0.5283347391251958, "iteration": 8479, "loss_box_reg": 0.30700194276869297, "loss_cls": 0.258131243288517, "loss_mask": 0.2813575826585293, "loss_rpn_cls": 0.04981142410542816, "loss_rpn_loc": 0.09606330166570842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773234053127386, "mask_rcnn/false_negative": 0.1038783076676563, "mask_rcnn/false_positive": 0.1350151211953557, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 1.1681581784505397, "total_loss": 1.0004852400161326} {"data_time": 0.012007190845906734, "eta_seconds": 94476.74097621348, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.41453125, "fast_rcnn/fg_cls_accuracy": 0.537109375, "iteration": 8499, "loss_box_reg": 0.2874261010438204, "loss_cls": 0.26070895232260227, "loss_mask": 0.2823417950421572, "loss_rpn_cls": 0.04117661598138511, "loss_rpn_loc": 0.08789153210818768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8698885583124759, "mask_rcnn/false_negative": 0.10619312884000372, "mask_rcnn/false_positive": 0.1467465474696197, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1585311060771346, "total_loss": 0.997795965289697} {"data_time": 0.012377271894365549, "eta_seconds": 94483.86677848175, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.41576438267614735, "fast_rcnn/fg_cls_accuracy": 0.5598856966326846, "iteration": 8519, "loss_box_reg": 0.2997981123626232, "loss_cls": 0.25827463902533054, "loss_mask": 0.30879651196300983, "loss_rpn_cls": 0.0524383292067796, "loss_rpn_loc": 0.09259221400134265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8541595544467787, "mask_rcnn/false_negative": 0.11181357674244136, "mask_rcnn/false_positive": 0.1761524355079122, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1623656679876149, "total_loss": 1.0623848680406809} {"data_time": 0.012033642269670963, "eta_seconds": 94446.48146342952, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4795704624539384, "fast_rcnn/fg_cls_accuracy": 0.485937765856295, "iteration": 8539, "loss_box_reg": 0.2442452423274517, "loss_cls": 0.24039572477340698, "loss_mask": 0.28635253198444843, "loss_rpn_cls": 0.050195857882499695, "loss_rpn_loc": 0.08804373536258936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8715597446273061, "mask_rcnn/false_negative": 0.09055382335667986, "mask_rcnn/false_positive": 0.163944809379594, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.1373548936098814, "total_loss": 0.9436304813716561} {"data_time": 0.011447975877672434, "eta_seconds": 94395.09451586753, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.42453364324453186, "fast_rcnn/fg_cls_accuracy": 0.5569363338555762, "iteration": 8559, "loss_box_reg": 0.2876667380332947, "loss_cls": 0.2562175467610359, "loss_mask": 0.2790385652333498, "loss_rpn_cls": 0.046859657973982394, "loss_rpn_loc": 0.08266450464725494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8732236467978085, "mask_rcnn/false_negative": 0.10502997093477492, "mask_rcnn/false_positive": 0.13591761893240664, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1569234048947692, "total_loss": 0.9736458254046738} {"data_time": 0.012585317017510533, "eta_seconds": 94397.9533141153, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.4073102823102823, "fast_rcnn/fg_cls_accuracy": 0.5748947811447811, "iteration": 8579, "loss_box_reg": 0.27846638672053814, "loss_cls": 0.2538375146687031, "loss_mask": 0.28323725797235966, "loss_rpn_cls": 0.054897448513656855, "loss_rpn_loc": 0.09243682771921158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8649343265464284, "mask_rcnn/false_negative": 0.10604115321832647, "mask_rcnn/false_positive": 0.16382430981974283, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 194.625, "rpn/num_pos_anchors": 61.375, "time": 1.174017446814105, "total_loss": 0.9590529918204993} {"data_time": 0.012406333815306425, "eta_seconds": 94410.98288744688, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.42757352941176474, "fast_rcnn/fg_cls_accuracy": 0.5425957592339261, "iteration": 8599, "loss_box_reg": 0.2580542843788862, "loss_cls": 0.24995156191289425, "loss_mask": 0.2764651421457529, "loss_rpn_cls": 0.046028485521674156, "loss_rpn_loc": 0.0958394380286336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854619425781451, "mask_rcnn/false_negative": 0.10128612223474111, "mask_rcnn/false_positive": 0.12342313127598753, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1675462452694774, "total_loss": 0.9332576710730791} {"data_time": 0.013356436975300312, "eta_seconds": 94387.78608575463, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.4330848924637174, "fast_rcnn/fg_cls_accuracy": 0.479677909792218, "iteration": 8619, "loss_box_reg": 0.275373961776495, "loss_cls": 0.2514192331582308, "loss_mask": 0.28640639036893845, "loss_rpn_cls": 0.0454178424552083, "loss_rpn_loc": 0.08241158910095692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762367996465301, "mask_rcnn/false_negative": 0.09569809959187073, "mask_rcnn/false_positive": 0.14784122210021283, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.1584850170183927, "total_loss": 0.965578825911507} {"data_time": 0.011581558268517256, "eta_seconds": 94344.71528101712, "fast_rcnn/cls_accuracy": 0.907470703125, "fast_rcnn/false_negative": 0.42260783233810656, "fast_rcnn/fg_cls_accuracy": 0.5594977207302826, "iteration": 8639, "loss_box_reg": 0.2894847709685564, "loss_cls": 0.2517253290861845, "loss_mask": 0.2785528786480427, "loss_rpn_cls": 0.04976848070509732, "loss_rpn_loc": 0.08894824469462037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8713352812812796, "mask_rcnn/false_negative": 0.10838480328538144, "mask_rcnn/false_positive": 0.15943439918600685, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 206.375, "rpn/num_pos_anchors": 49.625, "time": 1.1663832229096442, "total_loss": 0.9368917907122523} {"data_time": 0.012521338416263461, "eta_seconds": 94346.99915206525, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3737655880109747, "fast_rcnn/fg_cls_accuracy": 0.6116514080122681, "iteration": 8659, "loss_box_reg": 0.276412608101964, "loss_cls": 0.2510188724845648, "loss_mask": 0.28248138539493084, "loss_rpn_cls": 0.04239060217514634, "loss_rpn_loc": 0.08288051979616284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823920621330723, "mask_rcnn/false_negative": 0.10096784917090854, "mask_rcnn/false_positive": 0.12973006484960117, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1753831910900772, "total_loss": 0.9571090608369559} {"data_time": 0.011755942134186625, "eta_seconds": 94285.09481844492, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3941537941143308, "fast_rcnn/fg_cls_accuracy": 0.5254537239249943, "iteration": 8679, "loss_box_reg": 0.2660722881555557, "loss_cls": 0.2616471126675606, "loss_mask": 0.2909581419080496, "loss_rpn_cls": 0.0495101073756814, "loss_rpn_loc": 0.08415996562689543, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833171477846672, "mask_rcnn/false_negative": 0.11068302994336893, "mask_rcnn/false_positive": 0.13531766559312441, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.1546748792752624, "total_loss": 0.9889219517353922} {"data_time": 0.012663688976317644, "eta_seconds": 94272.6960085798, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.42891488717249737, "fast_rcnn/fg_cls_accuracy": 0.5441550421389131, "iteration": 8699, "loss_box_reg": 0.27120537497103214, "loss_cls": 0.243113424628973, "loss_mask": 0.2811503317207098, "loss_rpn_cls": 0.047166911070235074, "loss_rpn_loc": 0.08247982570901513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839976493330359, "mask_rcnn/false_negative": 0.09970505768339638, "mask_rcnn/false_positive": 0.13443376609451008, "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": 1.1563960087951273, "total_loss": 0.9304962899768725} {"data_time": 0.01150465221144259, "eta_seconds": 94238.71749684215, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.42282875578141954, "fast_rcnn/fg_cls_accuracy": 0.5605381165919283, "iteration": 8719, "loss_box_reg": 0.2687407657504082, "loss_cls": 0.24346466548740864, "loss_mask": 0.2822787556797266, "loss_rpn_cls": 0.04559276718646288, "loss_rpn_loc": 0.07886426849290729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670684625300726, "mask_rcnn/false_negative": 0.10896269695006826, "mask_rcnn/false_positive": 0.1705644993805927, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.166127767181024, "total_loss": 0.916144346119836} {"data_time": 0.012797147268429399, "eta_seconds": 94244.13947957568, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.47395552560646903, "fast_rcnn/fg_cls_accuracy": 0.5217205750224618, "iteration": 8739, "loss_box_reg": 0.26123034954071045, "loss_cls": 0.24001857917755842, "loss_mask": 0.2798586469143629, "loss_rpn_cls": 0.04127162112854421, "loss_rpn_loc": 0.08874827390536666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739070965979833, "mask_rcnn/false_negative": 0.10697121202670364, "mask_rcnn/false_positive": 0.14361992212660474, "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": 1.1551414639689028, "total_loss": 0.9304157099686563} {"data_time": 0.0119259983766824, "eta_seconds": 94249.3905342836, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.40748377110910894, "fast_rcnn/fg_cls_accuracy": 0.540036953994353, "iteration": 8759, "loss_box_reg": 0.30053615383803844, "loss_cls": 0.25004648976027966, "loss_mask": 0.29363787174224854, "loss_rpn_cls": 0.04932397441007197, "loss_rpn_loc": 0.08531396649777889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8716782537380936, "mask_rcnn/false_negative": 0.09907211967530297, "mask_rcnn/false_positive": 0.1394208645715103, "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": 1.1601368936244398, "total_loss": 1.0121568320319057} {"data_time": 0.01235716138035059, "eta_seconds": 94207.81007045414, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.38739277435738434, "fast_rcnn/fg_cls_accuracy": 0.5771454381210479, "iteration": 8779, "loss_box_reg": 0.26369863748550415, "loss_cls": 0.23809593450278044, "loss_mask": 0.28201798163354397, "loss_rpn_cls": 0.04163822252303362, "loss_rpn_loc": 0.08009387599304318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946799452307805, "mask_rcnn/false_negative": 0.1021595790380403, "mask_rcnn/false_positive": 0.12263883546200463, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1484731207601726, "total_loss": 0.9124255435308442} {"data_time": 0.013093130197376013, "eta_seconds": 94145.96285363659, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.4435652334866994, "fast_rcnn/fg_cls_accuracy": 0.5322715473624005, "iteration": 8799, "loss_box_reg": 0.269181901589036, "loss_cls": 0.25013311579823494, "loss_mask": 0.27048308216035366, "loss_rpn_cls": 0.049132217885926366, "loss_rpn_loc": 0.08233335008844733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8685864183565881, "mask_rcnn/false_negative": 0.10899307672823488, "mask_rcnn/false_positive": 0.12294306805883518, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.127608159556985, "total_loss": 0.9335932579124346} {"data_time": 0.01209890260361135, "eta_seconds": 94124.40192565788, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.4408572394920518, "fast_rcnn/fg_cls_accuracy": 0.5357752315943443, "iteration": 8819, "loss_box_reg": 0.2776050288230181, "loss_cls": 0.2551786247640848, "loss_mask": 0.28352116234600544, "loss_rpn_cls": 0.04569194442592561, "loss_rpn_loc": 0.08488840842619538, "lr": 0.0001, "mask_rcnn/accuracy": 0.875819652856668, "mask_rcnn/false_negative": 0.10819955241867849, "mask_rcnn/false_positive": 0.1453403445793227, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1632009376771748, "total_loss": 0.9616487437160686} {"data_time": 0.013302585342898965, "eta_seconds": 94094.46043269709, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3939160839160839, "fast_rcnn/fg_cls_accuracy": 0.5568096951592096, "iteration": 8839, "loss_box_reg": 0.2917247526347637, "loss_cls": 0.25382271595299244, "loss_mask": 0.27809203043580055, "loss_rpn_cls": 0.04443174065090716, "loss_rpn_loc": 0.09465596685186028, "lr": 0.0001, "mask_rcnn/accuracy": 0.881235213442811, "mask_rcnn/false_negative": 0.10569146099474215, "mask_rcnn/false_positive": 0.14127770625023697, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1579745835624635, "total_loss": 0.9524324862286448} {"data_time": 0.011356577277183533, "eta_seconds": 94038.15969040617, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.4282392026578073, "fast_rcnn/fg_cls_accuracy": 0.5403102597249971, "iteration": 8859, "loss_box_reg": 0.2779671736061573, "loss_cls": 0.25275593996047974, "loss_mask": 0.27557826042175293, "loss_rpn_cls": 0.048091431614011526, "loss_rpn_loc": 0.0986243193037808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8721864739125361, "mask_rcnn/false_negative": 0.10276740204263149, "mask_rcnn/false_positive": 0.13784866445489968, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 1.1623933969531208, "total_loss": 0.9479102191980928} {"data_time": 0.013172120787203312, "eta_seconds": 93997.83782657236, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.42345235322174524, "fast_rcnn/fg_cls_accuracy": 0.5237506075736822, "iteration": 8879, "loss_box_reg": 0.26061451248824596, "loss_cls": 0.24475469067692757, "loss_mask": 0.27921699173748493, "loss_rpn_cls": 0.04417413764167577, "loss_rpn_loc": 0.07382970815524459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8719935841796023, "mask_rcnn/false_negative": 0.10294029366964697, "mask_rcnn/false_positive": 0.14334185164415197, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1432376764714718, "total_loss": 0.8885627904674038} {"data_time": 0.012247657170519233, "eta_seconds": 93940.74128963985, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.4439795443979544, "fast_rcnn/fg_cls_accuracy": 0.5178135888501743, "iteration": 8899, "loss_box_reg": 0.29464712366461754, "loss_cls": 0.28095439448952675, "loss_mask": 0.2874627150595188, "loss_rpn_cls": 0.053358986508101225, "loss_rpn_loc": 0.08580441772937775, "lr": 0.0001, "mask_rcnn/accuracy": 0.8677810740245218, "mask_rcnn/false_negative": 0.10720456979406408, "mask_rcnn/false_positive": 0.13987425755229432, "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": 1.1379636423662305, "total_loss": 0.9950768419075757} {"data_time": 0.012948995223268867, "eta_seconds": 93947.0793065615, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4593260833745263, "fast_rcnn/fg_cls_accuracy": 0.46940307607883786, "iteration": 8919, "loss_box_reg": 0.3265116363763809, "loss_cls": 0.28740190900862217, "loss_mask": 0.2958346754312515, "loss_rpn_cls": 0.057545523159205914, "loss_rpn_loc": 0.09406648809090257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8714491914706082, "mask_rcnn/false_negative": 0.11295142782431918, "mask_rcnn/false_positive": 0.1587855092111145, "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": 1.1696852818131447, "total_loss": 1.0631409445777535} {"data_time": 0.013149572303518653, "eta_seconds": 93945.44274715707, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.45877311900842455, "fast_rcnn/fg_cls_accuracy": 0.4827956989247312, "iteration": 8939, "loss_box_reg": 0.2889567166566849, "loss_cls": 0.2892978321760893, "loss_mask": 0.2941840961575508, "loss_rpn_cls": 0.052659895503893495, "loss_rpn_loc": 0.10024763317778707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8735143137472681, "mask_rcnn/false_negative": 0.10311010341757579, "mask_rcnn/false_positive": 0.1593071291273951, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.155682159587741, "total_loss": 1.041799632832408} {"data_time": 0.012202965095639229, "eta_seconds": 93955.33604566008, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5215414123082, "fast_rcnn/fg_cls_accuracy": 0.4241255568388055, "iteration": 8959, "loss_box_reg": 0.28398336470127106, "loss_cls": 0.257800480350852, "loss_mask": 0.29059817269444466, "loss_rpn_cls": 0.05062940251082182, "loss_rpn_loc": 0.09219664358533919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786388030287764, "mask_rcnn/false_negative": 0.105559806089976, "mask_rcnn/false_positive": 0.1340745950047535, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 1.1662336429581046, "total_loss": 0.9733186354860663} {"data_time": 0.012603364884853363, "eta_seconds": 93900.83550928626, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.39505743125652626, "fast_rcnn/fg_cls_accuracy": 0.5610361093038386, "iteration": 8979, "loss_box_reg": 0.2572739068418741, "loss_cls": 0.22829735279083252, "loss_mask": 0.27846800349652767, "loss_rpn_cls": 0.040931422263383865, "loss_rpn_loc": 0.08826474542729557, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781470420700331, "mask_rcnn/false_negative": 0.09535967985835231, "mask_rcnn/false_positive": 0.15087664644960286, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1329539029393345, "total_loss": 0.9050322591792792} {"data_time": 0.012038971995934844, "eta_seconds": 93865.38789700717, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.44600553976237334, "fast_rcnn/fg_cls_accuracy": 0.5320905654838355, "iteration": 8999, "loss_box_reg": 0.2837032158859074, "loss_cls": 0.25147259421646595, "loss_mask": 0.2764253467321396, "loss_rpn_cls": 0.04023203463293612, "loss_rpn_loc": 0.08254499500617385, "lr": 0.0001, "mask_rcnn/accuracy": 0.862648563512736, "mask_rcnn/false_negative": 0.09971562295368942, "mask_rcnn/false_positive": 0.15167329703512372, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.161786698969081, "total_loss": 0.9041631505824625} {"data_time": 0.013181128539144993, "eta_seconds": 93856.67843103874, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.43652608401084014, "fast_rcnn/fg_cls_accuracy": 0.5097623089983022, "iteration": 9019, "loss_box_reg": 0.2781659457832575, "loss_cls": 0.2668899828568101, "loss_mask": 0.29517486691474915, "loss_rpn_cls": 0.05750322248786688, "loss_rpn_loc": 0.0990348313935101, "lr": 0.0001, "mask_rcnn/accuracy": 0.8691283982925366, "mask_rcnn/false_negative": 0.10163155796543642, "mask_rcnn/false_positive": 0.1420842558039889, "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": 1.1531462499406189, "total_loss": 1.0154025629162788} {"data_time": 0.012677975231781602, "eta_seconds": 93831.29650495946, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.4006494555186416, "fast_rcnn/fg_cls_accuracy": 0.5710766198571077, "iteration": 9039, "loss_box_reg": 0.24868128541857004, "loss_cls": 0.22404863685369492, "loss_mask": 0.28714083693921566, "loss_rpn_cls": 0.05152355111204088, "loss_rpn_loc": 0.08061594935134053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784467594714489, "mask_rcnn/false_negative": 0.10418066986515197, "mask_rcnn/false_positive": 0.1471233449915474, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1409010831266642, "total_loss": 0.907916012685746} {"data_time": 0.01195661909878254, "eta_seconds": 93810.31800701749, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3823931623931624, "fast_rcnn/fg_cls_accuracy": 0.5840427036199095, "iteration": 9059, "loss_box_reg": 0.26749584823846817, "loss_cls": 0.22984050400555134, "loss_mask": 0.28198148868978024, "loss_rpn_cls": 0.042778162052854896, "loss_rpn_loc": 0.07692630559904501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8740306326857666, "mask_rcnn/false_negative": 0.10440971142778807, "mask_rcnn/false_positive": 0.13235259044879757, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1455308427102864, "total_loss": 0.9078773027285933} {"data_time": 0.012549366801977158, "eta_seconds": 93787.13779500686, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4015943095413294, "fast_rcnn/fg_cls_accuracy": 0.5743684081432425, "iteration": 9079, "loss_box_reg": 0.2643846794962883, "loss_cls": 0.23040881473571062, "loss_mask": 0.2786161992698908, "loss_rpn_cls": 0.05437560356222093, "loss_rpn_loc": 0.08086335891857743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8738149584815227, "mask_rcnn/false_negative": 0.09925361231607649, "mask_rcnn/false_positive": 0.15489645837906918, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1590375299565494, "total_loss": 0.9034923230065033} {"data_time": 0.013006180990487337, "eta_seconds": 93760.00886065885, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.46790793413173654, "fast_rcnn/fg_cls_accuracy": 0.4844950808887294, "iteration": 9099, "loss_box_reg": 0.2674150560051203, "loss_cls": 0.2444564811885357, "loss_mask": 0.2810289151966572, "loss_rpn_cls": 0.04855093825608492, "loss_rpn_loc": 0.0845558219589293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741237866679126, "mask_rcnn/false_negative": 0.10613471916918532, "mask_rcnn/false_positive": 0.15055406626337559, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1449243512470275, "total_loss": 0.9221050317864865} {"data_time": 0.013244776520878077, "eta_seconds": 93723.38383918628, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4529729932764902, "fast_rcnn/fg_cls_accuracy": 0.49562679379286856, "iteration": 9119, "loss_box_reg": 0.27494005486369133, "loss_cls": 0.2529806401580572, "loss_mask": 0.2801489606499672, "loss_rpn_cls": 0.054330861661583185, "loss_rpn_loc": 0.08183502033352852, "lr": 0.0001, "mask_rcnn/accuracy": 0.8667772138871304, "mask_rcnn/false_negative": 0.11480707611483179, "mask_rcnn/false_positive": 0.1486673864423178, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 1.1584519145544618, "total_loss": 0.9538367426721379} {"data_time": 0.01223287032917142, "eta_seconds": 93713.6503890343, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.41148373340089095, "fast_rcnn/fg_cls_accuracy": 0.5525760135135135, "iteration": 9139, "loss_box_reg": 0.2718201093375683, "loss_cls": 0.25365206971764565, "loss_mask": 0.28529042750597, "loss_rpn_cls": 0.047484818613156676, "loss_rpn_loc": 0.08412589272484183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8722054292854663, "mask_rcnn/false_negative": 0.10608105394954415, "mask_rcnn/false_positive": 0.14607478771423976, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.159357676981017, "total_loss": 0.9444229449145496} {"data_time": 0.013168614124879241, "eta_seconds": 93697.75576790795, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.4266619258322798, "fast_rcnn/fg_cls_accuracy": 0.536774628879892, "iteration": 9159, "loss_box_reg": 0.2738070199266076, "loss_cls": 0.2561948746442795, "loss_mask": 0.2794866766780615, "loss_rpn_cls": 0.041936816181987524, "loss_rpn_loc": 0.07462480501271784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8667020908655935, "mask_rcnn/false_negative": 0.10300131116503287, "mask_rcnn/false_positive": 0.14565684684714958, "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": 1.1706602219492197, "total_loss": 0.94263696949929} {"data_time": 0.012558592716231942, "eta_seconds": 93687.99400043674, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.4452704706231203, "fast_rcnn/fg_cls_accuracy": 0.5441107056623641, "iteration": 9179, "loss_box_reg": 0.2764248214662075, "loss_cls": 0.24454000405967236, "loss_mask": 0.2881499771028757, "loss_rpn_cls": 0.03961374214850366, "loss_rpn_loc": 0.09392086393199861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729690381927041, "mask_rcnn/false_negative": 0.09615055819571133, "mask_rcnn/false_positive": 0.14847000202104102, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1695089577697217, "total_loss": 0.932604314526543} {"data_time": 0.011467957636341453, "eta_seconds": 93682.10514970124, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.45763808614363977, "fast_rcnn/fg_cls_accuracy": 0.47509496676163343, "iteration": 9199, "loss_box_reg": 0.2837554235011339, "loss_cls": 0.25531597062945366, "loss_mask": 0.3053908683359623, "loss_rpn_cls": 0.050160229904577136, "loss_rpn_loc": 0.08753729984164238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8603747616905512, "mask_rcnn/false_negative": 0.13795337981650388, "mask_rcnn/false_positive": 0.15864020895230324, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.161640221485868, "total_loss": 0.9834654270671308} {"data_time": 0.012002186616882682, "eta_seconds": 93681.99145960156, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.41882684505559165, "fast_rcnn/fg_cls_accuracy": 0.5659614759542686, "iteration": 9219, "loss_box_reg": 0.26264865696430206, "loss_cls": 0.24056649953126907, "loss_mask": 0.27703325636684895, "loss_rpn_cls": 0.04111788864247501, "loss_rpn_loc": 0.08202816266566515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796601095551413, "mask_rcnn/false_negative": 0.10329069028678675, "mask_rcnn/false_positive": 0.150743295423454, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1648456999100745, "total_loss": 0.9159103252459317} {"data_time": 0.012396113248541951, "eta_seconds": 93658.79710667767, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.41482889733840306, "fast_rcnn/fg_cls_accuracy": 0.5733390415928947, "iteration": 9239, "loss_box_reg": 0.26605185493826866, "loss_cls": 0.24009118229150772, "loss_mask": 0.2820724193006754, "loss_rpn_cls": 0.04090659227222204, "loss_rpn_loc": 0.0784532236866653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815508841893567, "mask_rcnn/false_negative": 0.10986662264526541, "mask_rcnn/false_positive": 0.12823964577958452, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1397952320985496, "total_loss": 0.9290070189163089} {"data_time": 0.01210321905091405, "eta_seconds": 93607.52507806756, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.411227255993485, "fast_rcnn/fg_cls_accuracy": 0.5867808422301305, "iteration": 9259, "loss_box_reg": 0.2605885174125433, "loss_cls": 0.2570641301572323, "loss_mask": 0.27896478213369846, "loss_rpn_cls": 0.04350682545918971, "loss_rpn_loc": 0.07626288756728172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864514630777386, "mask_rcnn/false_negative": 0.08521698452120974, "mask_rcnn/false_positive": 0.14194249589271202, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.139825759921223, "total_loss": 0.9339296296238899} {"data_time": 0.012116636149585247, "eta_seconds": 93566.33762216195, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3997695852534562, "fast_rcnn/fg_cls_accuracy": 0.5689783562397811, "iteration": 9279, "loss_box_reg": 0.26942275650799274, "loss_cls": 0.2641340158879757, "loss_mask": 0.2884520962834358, "loss_rpn_cls": 0.04431793303228915, "loss_rpn_loc": 0.09635322890244424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8632685249365497, "mask_rcnn/false_negative": 0.1201507846814059, "mask_rcnn/false_positive": 0.151471280341516, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1403528884984553, "total_loss": 0.9633481143973768} {"data_time": 0.011806022608652711, "eta_seconds": 93535.184131586, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.37648882078428636, "fast_rcnn/fg_cls_accuracy": 0.5635730220828349, "iteration": 9299, "loss_box_reg": 0.28388709016144276, "loss_cls": 0.26153095439076424, "loss_mask": 0.2901153564453125, "loss_rpn_cls": 0.048846038756892085, "loss_rpn_loc": 0.08845529891550541, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780719234250349, "mask_rcnn/false_negative": 0.10989201957499628, "mask_rcnn/false_positive": 0.15325563724765, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.149292409652844, "total_loss": 0.984726206283085} {"data_time": 0.011937825940549374, "eta_seconds": 93506.02461335249, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.41844375431331954, "fast_rcnn/fg_cls_accuracy": 0.5616999487967229, "iteration": 9319, "loss_box_reg": 0.279587984085083, "loss_cls": 0.23705204017460346, "loss_mask": 0.28647237829864025, "loss_rpn_cls": 0.04475276870653033, "loss_rpn_loc": 0.08774837199598551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8672546266748506, "mask_rcnn/false_negative": 0.11585813129723588, "mask_rcnn/false_positive": 0.1459309177288187, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.1620652789715677, "total_loss": 0.9489908748073503} {"data_time": 0.012393132084980607, "eta_seconds": 93504.96078956407, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.39610067571756247, "fast_rcnn/fg_cls_accuracy": 0.553984899328859, "iteration": 9339, "loss_box_reg": 0.26431310176849365, "loss_cls": 0.2492117714136839, "loss_mask": 0.2688650283962488, "loss_rpn_cls": 0.048727718531154096, "loss_rpn_loc": 0.0750846778973937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893514426768083, "mask_rcnn/false_negative": 0.09150304879396831, "mask_rcnn/false_positive": 0.12673029065958338, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.172058985568583, "total_loss": 0.9320910794194788} {"data_time": 0.012382147135213017, "eta_seconds": 93481.77582532167, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.3948731027234227, "fast_rcnn/fg_cls_accuracy": 0.5664553821727157, "iteration": 9359, "loss_box_reg": 0.29881940968334675, "loss_cls": 0.25432802364230156, "loss_mask": 0.2765175122767687, "loss_rpn_cls": 0.04143088241107762, "loss_rpn_loc": 0.07967886701226234, "lr": 0.0001, "mask_rcnn/accuracy": 0.880213179613168, "mask_rcnn/false_negative": 0.11581954617870518, "mask_rcnn/false_positive": 0.1340452295828756, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.168105332646519, "total_loss": 0.9595783152617514} {"data_time": 0.013454149942845106, "eta_seconds": 93466.78604502697, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5831026042293648, "iteration": 9379, "loss_box_reg": 0.25596513599157333, "loss_cls": 0.2166718691587448, "loss_mask": 0.2851981334388256, "loss_rpn_cls": 0.052451097406446934, "loss_rpn_loc": 0.0815341779962182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8713347409641428, "mask_rcnn/false_negative": 0.10729898941263877, "mask_rcnn/false_positive": 0.1365216545286134, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1510478635318577, "total_loss": 0.8858284056186676} {"data_time": 0.012081892928108573, "eta_seconds": 93435.40589683689, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.45085045958408404, "fast_rcnn/fg_cls_accuracy": 0.5245328442049754, "iteration": 9399, "loss_box_reg": 0.27753174491226673, "loss_cls": 0.24806720949709415, "loss_mask": 0.27439972199499607, "loss_rpn_cls": 0.04072187375277281, "loss_rpn_loc": 0.09129000152461231, "lr": 0.0001, "mask_rcnn/accuracy": 0.8698537849873095, "mask_rcnn/false_negative": 0.10508555911053799, "mask_rcnn/false_positive": 0.14718815721306377, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1631486497353762, "total_loss": 0.939081602380611} {"data_time": 0.012637780280783772, "eta_seconds": 93369.95569721796, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.4067540646488015, "fast_rcnn/fg_cls_accuracy": 0.5491138620214913, "iteration": 9419, "loss_box_reg": 0.2840880714356899, "loss_cls": 0.2607865706086159, "loss_mask": 0.2923455070704222, "loss_rpn_cls": 0.04634813126176596, "loss_rpn_loc": 0.07901038601994514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697104661536745, "mask_rcnn/false_negative": 0.10993483127843956, "mask_rcnn/false_positive": 0.15372706659902907, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.140709176659584, "total_loss": 0.9728327647317201} {"data_time": 0.01172919594682753, "eta_seconds": 93365.51028100774, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.40562698944546827, "fast_rcnn/fg_cls_accuracy": 0.5501929495202336, "iteration": 9439, "loss_box_reg": 0.2782528381794691, "loss_cls": 0.2588999029248953, "loss_mask": 0.28532699681818485, "loss_rpn_cls": 0.05148108664434403, "loss_rpn_loc": 0.09335126541554928, "lr": 0.0001, "mask_rcnn/accuracy": 0.881635888844589, "mask_rcnn/false_negative": 0.09403577887530021, "mask_rcnn/false_positive": 0.12863877705978588, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.156044882023707, "total_loss": 0.9552705684909597} {"data_time": 0.012534083100035787, "eta_seconds": 93323.60674924217, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.45059485182781744, "fast_rcnn/fg_cls_accuracy": 0.4956723027375201, "iteration": 9459, "loss_box_reg": 0.2647601068019867, "loss_cls": 0.2453063800930977, "loss_mask": 0.28741778805851936, "loss_rpn_cls": 0.04542614659294486, "loss_rpn_loc": 0.07929792255163193, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826959599218298, "mask_rcnn/false_negative": 0.10199943085582844, "mask_rcnn/false_positive": 0.1533519541977486, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1569134721066803, "total_loss": 0.9200198808684945} {"data_time": 0.013124371180310845, "eta_seconds": 93252.6548117213, "fast_rcnn/cls_accuracy": 0.895751953125, "fast_rcnn/false_negative": 0.43984513274336284, "fast_rcnn/fg_cls_accuracy": 0.49679296497360004, "iteration": 9479, "loss_box_reg": 0.28095363918691874, "loss_cls": 0.2702989000827074, "loss_mask": 0.2852161955088377, "loss_rpn_cls": 0.04227484064176679, "loss_rpn_loc": 0.07817898225039244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8695464167809981, "mask_rcnn/false_negative": 0.11214649652933245, "mask_rcnn/false_positive": 0.1429052289031036, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1419023901689798, "total_loss": 0.9947693892754614} {"data_time": 0.011598184471949935, "eta_seconds": 93236.33228300605, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.44283883238237, "fast_rcnn/fg_cls_accuracy": 0.5276156213231966, "iteration": 9499, "loss_box_reg": 0.28752297908067703, "loss_cls": 0.2517575491219759, "loss_mask": 0.2845603544265032, "loss_rpn_cls": 0.05281091574579477, "loss_rpn_loc": 0.08768178801983595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791865968892505, "mask_rcnn/false_negative": 0.09511835707717758, "mask_rcnn/false_positive": 0.14629578484003342, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.161626865155995, "total_loss": 0.9581978358328342} {"data_time": 0.012029455043375492, "eta_seconds": 93177.77398996055, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.42956976782697975, "fast_rcnn/fg_cls_accuracy": 0.5190291845645296, "iteration": 9519, "loss_box_reg": 0.2855766750872135, "loss_cls": 0.25145726278424263, "loss_mask": 0.2935190871357918, "loss_rpn_cls": 0.04967097146436572, "loss_rpn_loc": 0.0871325465850532, "lr": 0.0001, "mask_rcnn/accuracy": 0.865919236487636, "mask_rcnn/false_negative": 0.10803017513906968, "mask_rcnn/false_positive": 0.14233073699620108, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1540551555808634, "total_loss": 0.9824905067216605} {"data_time": 0.012208732077851892, "eta_seconds": 93228.32480310928, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.4749547101449275, "fast_rcnn/fg_cls_accuracy": 0.45535416666666667, "iteration": 9539, "loss_box_reg": 0.2746072020381689, "loss_cls": 0.2502336595207453, "loss_mask": 0.28105912916362286, "loss_rpn_cls": 0.050920691108331084, "loss_rpn_loc": 0.08991838456131518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8604555657666794, "mask_rcnn/false_negative": 0.11613907782722276, "mask_rcnn/false_positive": 0.14902397040113094, "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": 1.167305113049224, "total_loss": 0.9834444795269519} {"data_time": 0.012132283532992005, "eta_seconds": 93217.96470215544, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.42369422871935436, "fast_rcnn/fg_cls_accuracy": 0.5355880967336684, "iteration": 9559, "loss_box_reg": 0.2779607158154249, "loss_cls": 0.24457918852567673, "loss_mask": 0.2917068935930729, "loss_rpn_cls": 0.049774483079090714, "loss_rpn_loc": 0.09385805809870362, "lr": 0.0001, "mask_rcnn/accuracy": 0.8712537723944178, "mask_rcnn/false_negative": 0.11324931275705286, "mask_rcnn/false_positive": 0.13744300180358116, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1577580906450748, "total_loss": 0.9474442501086742} {"data_time": 0.012496893061324954, "eta_seconds": 93172.31702330522, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4288159484494563, "fast_rcnn/fg_cls_accuracy": 0.5114348370927317, "iteration": 9579, "loss_box_reg": 0.2591687738895416, "loss_cls": 0.23683181032538414, "loss_mask": 0.2810655254870653, "loss_rpn_cls": 0.0483962616417557, "loss_rpn_loc": 0.0736180106177926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8691737474006682, "mask_rcnn/false_negative": 0.11171655565125985, "mask_rcnn/false_positive": 0.15433245225702927, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1697753448970616, "total_loss": 0.8875338200014085} {"data_time": 0.012681895401328802, "eta_seconds": 93116.46872609854, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.39968702095043435, "fast_rcnn/fg_cls_accuracy": 0.5648727351164797, "iteration": 9599, "loss_box_reg": 0.26741743460297585, "loss_cls": 0.24750917963683605, "loss_mask": 0.2685023881494999, "loss_rpn_cls": 0.0411408229265362, "loss_rpn_loc": 0.08451676368713379, "lr": 0.0001, "mask_rcnn/accuracy": 0.89009849324751, "mask_rcnn/false_negative": 0.09307577623170196, "mask_rcnn/false_positive": 0.1401201901804312, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.1632873523049057, "total_loss": 0.9181818466167897} {"data_time": 0.012902837013825774, "eta_seconds": 93034.76444088388, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4206282924322241, "fast_rcnn/fg_cls_accuracy": 0.5374765573521212, "iteration": 9619, "loss_box_reg": 0.27730997279286385, "loss_cls": 0.25792596861720085, "loss_mask": 0.27882939763367176, "loss_rpn_cls": 0.04596670297905803, "loss_rpn_loc": 0.08497272490058094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741610909144494, "mask_rcnn/false_negative": 0.09268141958948253, "mask_rcnn/false_positive": 0.16439708428869448, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.146666368469596, "total_loss": 0.9414595606504008} {"data_time": 0.011463701957836747, "eta_seconds": 92991.18244434707, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.3684227705966836, "fast_rcnn/fg_cls_accuracy": 0.5828283799814049, "iteration": 9639, "loss_box_reg": 0.26840997859835625, "loss_cls": 0.2416121307760477, "loss_mask": 0.2812253348529339, "loss_rpn_cls": 0.044444891973398626, "loss_rpn_loc": 0.08662242395803332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867908542279368, "mask_rcnn/false_negative": 0.09716097675622254, "mask_rcnn/false_positive": 0.12149590933370646, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1418653586879373, "total_loss": 0.9092396842315793} {"data_time": 0.01279918709769845, "eta_seconds": 92950.41838743724, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3844740813581081, "fast_rcnn/fg_cls_accuracy": 0.5913157830051864, "iteration": 9659, "loss_box_reg": 0.2559951785951853, "loss_cls": 0.22351461928337812, "loss_mask": 0.282575536519289, "loss_rpn_cls": 0.04210986546240747, "loss_rpn_loc": 0.07346556126140058, "lr": 0.0001, "mask_rcnn/accuracy": 0.87271537200261, "mask_rcnn/false_negative": 0.09562292796132874, "mask_rcnn/false_positive": 0.1469386258983469, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1499537981580943, "total_loss": 0.9017443214543164} {"data_time": 0.012059831991791725, "eta_seconds": 92923.29007960856, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.4385909789135596, "fast_rcnn/fg_cls_accuracy": 0.5576211422985616, "iteration": 9679, "loss_box_reg": 0.26863596215844154, "loss_cls": 0.24566257931292057, "loss_mask": 0.2934179734438658, "loss_rpn_cls": 0.048349674325436354, "loss_rpn_loc": 0.09853329276666045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8688577209539943, "mask_rcnn/false_negative": 0.11318352459342981, "mask_rcnn/false_positive": 0.138734876596321, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1547521550673991, "total_loss": 0.9295271737501025} {"data_time": 0.013054122915491462, "eta_seconds": 92896.20593721047, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.39637148700855995, "fast_rcnn/fg_cls_accuracy": 0.544183693613661, "iteration": 9699, "loss_box_reg": 0.2700890712440014, "loss_cls": 0.2394254207611084, "loss_mask": 0.2820057924836874, "loss_rpn_cls": 0.03721358731854707, "loss_rpn_loc": 0.0743676507845521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801231255480095, "mask_rcnn/false_negative": 0.09036843403360838, "mask_rcnn/false_positive": 0.16305398679634522, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1481702234596014, "total_loss": 0.8836783570004627} {"data_time": 0.0122724873945117, "eta_seconds": 92874.6355523821, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.38820224719101126, "fast_rcnn/fg_cls_accuracy": 0.5759611035730439, "iteration": 9719, "loss_box_reg": 0.2810143455862999, "loss_cls": 0.2781356889754534, "loss_mask": 0.28398330695927143, "loss_rpn_cls": 0.0478360285051167, "loss_rpn_loc": 0.08578596054576337, "lr": 0.0001, "mask_rcnn/accuracy": 0.888646655680198, "mask_rcnn/false_negative": 0.09159506636249401, "mask_rcnn/false_positive": 0.14328458506487635, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1615550557617098, "total_loss": 0.9476549711544067} {"data_time": 0.012561355018988252, "eta_seconds": 92851.49787536357, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.40363884184874643, "fast_rcnn/fg_cls_accuracy": 0.5540800033395602, "iteration": 9739, "loss_box_reg": 0.27368057519197464, "loss_cls": 0.24274497665464878, "loss_mask": 0.2905310522764921, "loss_rpn_cls": 0.045825742883607745, "loss_rpn_loc": 0.08802767191082239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878204964690546, "mask_rcnn/false_negative": 0.09313468932624938, "mask_rcnn/false_positive": 0.13288430994857287, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1544433715753257, "total_loss": 0.934593299170956} {"data_time": 0.012296535074710846, "eta_seconds": 92826.79407723248, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3722060252672498, "fast_rcnn/fg_cls_accuracy": 0.5770577726711106, "iteration": 9759, "loss_box_reg": 0.280616894364357, "loss_cls": 0.24446944519877434, "loss_mask": 0.2777233403176069, "loss_rpn_cls": 0.03875479311682284, "loss_rpn_loc": 0.08585100714117289, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829744006501422, "mask_rcnn/false_negative": 0.09199089494077778, "mask_rcnn/false_positive": 0.13373571444070353, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1591878980398178, "total_loss": 0.919665937195532} {"data_time": 0.01224254840053618, "eta_seconds": 92818.57522799168, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3819260046025845, "fast_rcnn/fg_cls_accuracy": 0.567688098938099, "iteration": 9779, "loss_box_reg": 0.29203952476382256, "loss_cls": 0.27134325448423624, "loss_mask": 0.2892069164663553, "loss_rpn_cls": 0.041585000581108034, "loss_rpn_loc": 0.08849915955215693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8682184664744652, "mask_rcnn/false_negative": 0.11524235293280938, "mask_rcnn/false_positive": 0.14404896619841367, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1657889268826693, "total_loss": 0.9686904365662485} {"data_time": 0.010945785557851195, "eta_seconds": 92806.31513870321, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.49696969696969695, "fast_rcnn/fg_cls_accuracy": 0.4635343968095713, "iteration": 9799, "loss_box_reg": 0.2805023081600666, "loss_cls": 0.252047099173069, "loss_mask": 0.2998590897768736, "loss_rpn_cls": 0.04560928558930755, "loss_rpn_loc": 0.07637958391569555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8626563881665923, "mask_rcnn/false_negative": 0.10639509933864212, "mask_rcnn/false_positive": 0.1693553108399101, "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": 1.1513150539249182, "total_loss": 0.9758858785498887} {"data_time": 0.01160982414148748, "eta_seconds": 92783.17141921725, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.4211254752851711, "fast_rcnn/fg_cls_accuracy": 0.5632689374682258, "iteration": 9819, "loss_box_reg": 0.2711734417825937, "loss_cls": 0.2565951459109783, "loss_mask": 0.27983424067497253, "loss_rpn_cls": 0.043829299276694655, "loss_rpn_loc": 0.08598815696313977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840977226642108, "mask_rcnn/false_negative": 0.1134293999112812, "mask_rcnn/false_positive": 0.14148105135880942, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.1622275735717267, "total_loss": 0.9296123529784381} {"data_time": 0.012281729839742184, "eta_seconds": 92760.02769973129, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.4006668642560759, "fast_rcnn/fg_cls_accuracy": 0.5733260553129549, "iteration": 9839, "loss_box_reg": 0.2726186029613018, "loss_cls": 0.2541058845818043, "loss_mask": 0.2818873655050993, "loss_rpn_cls": 0.04623092617839575, "loss_rpn_loc": 0.08426911011338234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8705982082535673, "mask_rcnn/false_negative": 0.10731142932918941, "mask_rcnn/false_positive": 0.1398279993715997, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1559305407572538, "total_loss": 0.9620406504254788} {"data_time": 0.011456365929916501, "eta_seconds": 92726.01120383013, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.42081471207684795, "fast_rcnn/fg_cls_accuracy": 0.5573412698412699, "iteration": 9859, "loss_box_reg": 0.25783213041722775, "loss_cls": 0.22687312681227922, "loss_mask": 0.29532248713076115, "loss_rpn_cls": 0.05093577806837857, "loss_rpn_loc": 0.08154236152768135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8696624232217158, "mask_rcnn/false_negative": 0.11735961545954314, "mask_rcnn/false_positive": 0.135954134856761, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.141348254866898, "total_loss": 0.9000238534063101} {"data_time": 0.011874229181557894, "eta_seconds": 92717.51723399386, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.39717405567532105, "fast_rcnn/fg_cls_accuracy": 0.5778776115497012, "iteration": 9879, "loss_box_reg": 0.2761889938265085, "loss_cls": 0.2579357232898474, "loss_mask": 0.28890479169785976, "loss_rpn_cls": 0.05331304622814059, "loss_rpn_loc": 0.08658578991889954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782125922707869, "mask_rcnn/false_negative": 0.10120499890726026, "mask_rcnn/false_positive": 0.13083144401597976, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.158968555741012, "total_loss": 0.9453001549700275} {"data_time": 0.013140369206666946, "eta_seconds": 92717.15320379008, "fast_rcnn/cls_accuracy": 0.900146484375, "fast_rcnn/false_negative": 0.46226415094339623, "fast_rcnn/fg_cls_accuracy": 0.5127153891859775, "iteration": 9899, "loss_box_reg": 0.27377440594136715, "loss_cls": 0.2402408216148615, "loss_mask": 0.28198956698179245, "loss_rpn_cls": 0.048924951115623116, "loss_rpn_loc": 0.09148576343432069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8695288760875928, "mask_rcnn/false_negative": 0.11059501012837575, "mask_rcnn/false_positive": 0.14278453576941103, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.1613610773347318, "total_loss": 0.9326426351908594} {"data_time": 0.012539917835965753, "eta_seconds": 92694.00285342708, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.46685139573070605, "fast_rcnn/fg_cls_accuracy": 0.4998405866411605, "iteration": 9919, "loss_box_reg": 0.2900350382551551, "loss_cls": 0.26077379286289215, "loss_mask": 0.29413276351988316, "loss_rpn_cls": 0.0539626341778785, "loss_rpn_loc": 0.0981341926380992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8665745059085581, "mask_rcnn/false_negative": 0.11227428290011227, "mask_rcnn/false_positive": 0.15461521474038376, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 1.1644814165774733, "total_loss": 1.0019436322618276} {"data_time": 0.011794968973845243, "eta_seconds": 92662.3810653435, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4096872616323417, "fast_rcnn/fg_cls_accuracy": 0.5444057429275337, "iteration": 9939, "loss_box_reg": 0.2725949538871646, "loss_cls": 0.22038118122145534, "loss_mask": 0.2648316156119108, "loss_rpn_cls": 0.047069497872143984, "loss_rpn_loc": 0.07701076520606875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798653116653754, "mask_rcnn/false_negative": 0.08878084962726639, "mask_rcnn/false_positive": 0.14360513297451538, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1472765691578388, "total_loss": 0.894535479368642} {"data_time": 0.012076484505087137, "eta_seconds": 92624.93858473375, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.4178388746803069, "fast_rcnn/fg_cls_accuracy": 0.5527611518915867, "iteration": 9959, "loss_box_reg": 0.27818869426846504, "loss_cls": 0.2529728915542364, "loss_mask": 0.27988321147859097, "loss_rpn_cls": 0.042160246754065156, "loss_rpn_loc": 0.08052545506507158, "lr": 0.0001, "mask_rcnn/accuracy": 0.895699746481353, "mask_rcnn/false_negative": 0.09646209268318125, "mask_rcnn/false_positive": 0.13248748721587766, "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": 1.1603176165372133, "total_loss": 0.9449036726728082} {"data_time": 0.011849621776491404, "eta_seconds": 92598.02166332956, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.41012973165096855, "fast_rcnn/fg_cls_accuracy": 0.5311404429940061, "iteration": 9979, "loss_box_reg": 0.25834642723202705, "loss_cls": 0.23646547831594944, "loss_mask": 0.27234698086977005, "loss_rpn_cls": 0.03826560848392546, "loss_rpn_loc": 0.08116914995480329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778352249990906, "mask_rcnn/false_negative": 0.10686837253428212, "mask_rcnn/false_positive": 0.1400544280798922, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1193804908543825, "total_loss": 0.8714233106002212} {"bbox/AP": 30.23922357175997, "bbox/AP-airplane": 46.543429419887175, "bbox/AP-apple": 14.02149416507501, "bbox/AP-backpack": 8.652586471657177, "bbox/AP-banana": 16.47568741686219, "bbox/AP-baseball bat": 18.0059438077912, "bbox/AP-baseball glove": 28.643651373678964, "bbox/AP-bear": 58.3700203706295, "bbox/AP-bed": 35.09336860049972, "bbox/AP-bench": 16.933777239935345, "bbox/AP-bicycle": 19.949603124679403, "bbox/AP-bird": 27.767503725205916, "bbox/AP-boat": 17.934954421987285, "bbox/AP-book": 9.162878248321798, "bbox/AP-bottle": 32.80606723735674, "bbox/AP-bowl": 32.955955522880906, "bbox/AP-broccoli": 14.310245632909242, "bbox/AP-bus": 51.32323250983282, "bbox/AP-cake": 25.18823131005748, "bbox/AP-car": 37.034897499888224, "bbox/AP-carrot": 15.646992969401074, "bbox/AP-cat": 54.2542531022894, "bbox/AP-cell phone": 21.9929274635294, "bbox/AP-chair": 18.88058496601174, "bbox/AP-clock": 47.84407188399981, "bbox/AP-couch": 29.541442349025598, "bbox/AP-cow": 36.83975435584531, "bbox/AP-cup": 31.91327777284128, "bbox/AP-dining table": 19.19954350616871, "bbox/AP-dog": 50.122720730968915, "bbox/AP-donut": 34.646651570502726, "bbox/AP-elephant": 51.19189959601855, "bbox/AP-fire hydrant": 58.31018437633247, "bbox/AP-fork": 16.068770664567765, "bbox/AP-frisbee": 53.86494260271483, "bbox/AP-giraffe": 56.84009487126443, "bbox/AP-hair drier": 0.0, "bbox/AP-handbag": 5.741528885193185, "bbox/AP-horse": 41.82011333011782, "bbox/AP-hot dog": 18.893254360498727, "bbox/AP-keyboard": 36.99511918105141, "bbox/AP-kite": 33.24441585787172, "bbox/AP-knife": 7.440437547205776, "bbox/AP-laptop": 38.75433246958621, "bbox/AP-microwave": 32.290285960917934, "bbox/AP-motorcycle": 31.03533888392766, "bbox/AP-mouse": 51.9067654313344, "bbox/AP-orange": 27.419007961814735, "bbox/AP-oven": 23.29046715427687, "bbox/AP-parking meter": 30.46359437409781, "bbox/AP-person": 46.61806929345573, "bbox/AP-pizza": 43.415589864537665, "bbox/AP-potted plant": 17.379599996054473, "bbox/AP-refrigerator": 36.908496746062006, "bbox/AP-remote": 18.855538622701708, "bbox/AP-sandwich": 23.736982537510652, "bbox/AP-scissors": 19.13288427428004, "bbox/AP-sheep": 42.74270554995974, "bbox/AP-sink": 23.89620660275703, "bbox/AP-skateboard": 33.85497441905846, "bbox/AP-skis": 11.977620401308569, "bbox/AP-snowboard": 20.597969733897504, "bbox/AP-spoon": 7.3191445101903065, "bbox/AP-sports ball": 42.50702958857546, "bbox/AP-stop sign": 54.06271458242927, "bbox/AP-suitcase": 23.684721512744897, "bbox/AP-surfboard": 25.60660573227263, "bbox/AP-teddy bear": 33.62086455448697, "bbox/AP-tennis racket": 36.55402896074336, "bbox/AP-tie": 18.42647896324574, "bbox/AP-toaster": 24.33964700817908, "bbox/AP-toilet": 47.35931477395017, "bbox/AP-toothbrush": 6.49110444256986, "bbox/AP-traffic light": 22.586813018805447, "bbox/AP-train": 48.89564989436254, "bbox/AP-truck": 23.828778501409627, "bbox/AP-tv": 44.83206691734895, "bbox/AP-umbrella": 25.585053395431505, "bbox/AP-vase": 26.731506042041747, "bbox/AP-wine glass": 27.19597191082917, "bbox/AP-zebra": 52.76745111108503, "bbox/AP50": 52.929665766399616, "bbox/AP75": 31.590018750562184, "bbox/APl": 39.117985448648994, "bbox/APm": 33.08405154232645, "bbox/APs": 18.114140570972065, "data_time": 0.01299633039161563, "eta_seconds": 92564.02416154742, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3804909560723514, "fast_rcnn/fg_cls_accuracy": 0.5873594278851403, "iteration": 9999, "loss_box_reg": 0.257436728104949, "loss_cls": 0.24592137150466442, "loss_mask": 0.2751557007431984, "loss_rpn_cls": 0.03852995438501239, "loss_rpn_loc": 0.07144928863272071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859255075717407, "mask_rcnn/false_negative": 0.10284150080792862, "mask_rcnn/false_positive": 0.12856506557634567, "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, "segm/AP": 30.05383901532232, "segm/AP-airplane": 42.10742107092369, "segm/AP-apple": 14.609706261262726, "segm/AP-backpack": 10.730984833823609, "segm/AP-banana": 13.536990050987683, "segm/AP-baseball bat": 17.80400746976955, "segm/AP-baseball glove": 34.49780381569343, "segm/AP-bear": 67.6776766947187, "segm/AP-bed": 28.561912335994688, "segm/AP-bench": 12.93350845833664, "segm/AP-bicycle": 12.64517609376306, "segm/AP-bird": 25.10488479504239, "segm/AP-boat": 17.973358893043095, "segm/AP-book": 6.277022787650062, "segm/AP-bottle": 32.55831012131495, "segm/AP-bowl": 31.70316324296623, "segm/AP-broccoli": 14.285792237662962, "segm/AP-bus": 55.027233747612804, "segm/AP-cake": 28.26725080633141, "segm/AP-car": 35.20688630368326, "segm/AP-carrot": 14.827291063587374, "segm/AP-cat": 62.035780126840734, "segm/AP-cell phone": 25.946920677886425, "segm/AP-chair": 12.623390459429917, "segm/AP-clock": 49.00973413192584, "segm/AP-couch": 27.942842182092935, "segm/AP-cow": 35.52096221775614, "segm/AP-cup": 34.28761610449469, "segm/AP-dining table": 8.977503678120176, "segm/AP-dog": 53.198525843943976, "segm/AP-donut": 39.58888861733505, "segm/AP-elephant": 49.07716263949194, "segm/AP-fire hydrant": 59.638191909528494, "segm/AP-fork": 5.037288996017043, "segm/AP-frisbee": 57.440349704804305, "segm/AP-giraffe": 44.618627660854386, "segm/AP-hair drier": 1.65016501650165, "segm/AP-handbag": 7.541662855432907, "segm/AP-horse": 32.47120911789124, "segm/AP-hot dog": 15.140948390906592, "segm/AP-keyboard": 41.59821689431794, "segm/AP-kite": 27.472724052131444, "segm/AP-knife": 4.535202399171679, "segm/AP-laptop": 46.195205376382454, "segm/AP-microwave": 45.63268016746828, "segm/AP-motorcycle": 24.766759121830333, "segm/AP-mouse": 54.88378709827229, "segm/AP-orange": 28.258698131257674, "segm/AP-oven": 22.684483394175775, "segm/AP-parking meter": 38.54417740655127, "segm/AP-person": 40.773878036079914, "segm/AP-pizza": 45.764695049697444, "segm/AP-potted plant": 15.512237790118999, "segm/AP-refrigerator": 39.71158004019494, "segm/AP-remote": 18.882860893230106, "segm/AP-sandwich": 26.313687735133755, "segm/AP-scissors": 13.413220591528214, "segm/AP-sheep": 40.09698258140369, "segm/AP-sink": 23.94717365494883, "segm/AP-skateboard": 18.890790974792342, "segm/AP-skis": 1.1502925151118448, "segm/AP-snowboard": 16.039752581956435, "segm/AP-spoon": 3.3056622191576497, "segm/AP-sports ball": 44.04749175468133, "segm/AP-stop sign": 57.915988492943285, "segm/AP-suitcase": 26.22765186162687, "segm/AP-surfboard": 20.682260807540935, "segm/AP-teddy bear": 34.206847788291256, "segm/AP-tennis racket": 47.65031185254915, "segm/AP-tie": 22.18332870169302, "segm/AP-toaster": 27.26505694047666, "segm/AP-toilet": 50.65855817340192, "segm/AP-toothbrush": 5.564096670441551, "segm/AP-traffic light": 21.70158769640832, "segm/AP-train": 54.080082288929965, "segm/AP-truck": 24.349029094461365, "segm/AP-tv": 50.864401306839625, "segm/AP-umbrella": 35.9331532506164, "segm/AP-vase": 30.698676837476608, "segm/AP-wine glass": 25.04825935286333, "segm/AP-zebra": 48.77143823420783, "segm/AP50": 50.515915350444644, "segm/AP75": 31.37273535122185, "segm/APl": 43.90625279563067, "segm/APm": 32.52880427123775, "segm/APs": 13.895860079117808, "time": 1.1528873050119728, "total_loss": 0.8910000899340957} {"data_time": 0.013093568151816726, "eta_seconds": 92555.50459778868, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.41332025344408774, "fast_rcnn/fg_cls_accuracy": 0.5455912818911939, "iteration": 10019, "loss_box_reg": 0.2862504106014967, "loss_cls": 0.2600273983553052, "loss_mask": 0.27794399857521057, "loss_rpn_cls": 0.054516388569027185, "loss_rpn_loc": 0.09769639046862721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790125609246999, "mask_rcnn/false_negative": 0.10133960587551806, "mask_rcnn/false_positive": 0.14117796228014648, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.164490676485002, "total_loss": 0.9606726674828678} {"data_time": 0.011362066026777029, "eta_seconds": 92553.35561794229, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.4714655625488713, "fast_rcnn/fg_cls_accuracy": 0.5069711851479808, "iteration": 10039, "loss_box_reg": 0.26301384530961514, "loss_cls": 0.23888309486210346, "loss_mask": 0.2781530115753412, "loss_rpn_cls": 0.04993330396246165, "loss_rpn_loc": 0.07851150166243315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8656958838916967, "mask_rcnn/false_negative": 0.10631374181675421, "mask_rcnn/false_positive": 0.14973153772391057, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1570459266658872, "total_loss": 0.9092971773352474} {"data_time": 0.01295738946646452, "eta_seconds": 92539.59361647721, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3826455955516535, "fast_rcnn/fg_cls_accuracy": 0.5638474295190713, "iteration": 10059, "loss_box_reg": 0.2690954692661762, "loss_cls": 0.2563667371869087, "loss_mask": 0.28891555592417717, "loss_rpn_cls": 0.04360900865867734, "loss_rpn_loc": 0.08641531737521291, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787390486497629, "mask_rcnn/false_negative": 0.11530584081164356, "mask_rcnn/false_positive": 0.12923054984066537, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1593729604501277, "total_loss": 0.9370278618298471} {"data_time": 0.012089546769857407, "eta_seconds": 92516.44135387614, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.39140604520799305, "fast_rcnn/fg_cls_accuracy": 0.5929465852035569, "iteration": 10079, "loss_box_reg": 0.2754889987409115, "loss_cls": 0.25202294811606407, "loss_mask": 0.2757776156067848, "loss_rpn_cls": 0.0456459007691592, "loss_rpn_loc": 0.08745812997221947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806455118217827, "mask_rcnn/false_negative": 0.11359032171402629, "mask_rcnn/false_positive": 0.138742730796943, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1613861646037549, "total_loss": 0.9378596588503569} {"data_time": 0.012575243366882205, "eta_seconds": 92495.24281462654, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.4799394966637345, "fast_rcnn/fg_cls_accuracy": 0.5048336135428141, "iteration": 10099, "loss_box_reg": 0.2825612826272845, "loss_cls": 0.24613787047564983, "loss_mask": 0.2902236878871918, "loss_rpn_cls": 0.047809632029384375, "loss_rpn_loc": 0.09265046962536871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8663584609364474, "mask_rcnn/false_negative": 0.1363590019869993, "mask_rcnn/false_positive": 0.14100766565173423, "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": 1.1611572194378823, "total_loss": 0.9886159128509462} {"data_time": 0.012016033520922065, "eta_seconds": 92510.81272253767, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.41787553255443166, "fast_rcnn/fg_cls_accuracy": 0.5299898066846689, "iteration": 10119, "loss_box_reg": 0.25963414274156094, "loss_cls": 0.2409688401967287, "loss_mask": 0.2772564347833395, "loss_rpn_cls": 0.04044023994356394, "loss_rpn_loc": 0.08560317801311612, "lr": 0.0001, "mask_rcnn/accuracy": 0.870343137254902, "mask_rcnn/false_negative": 0.10916559981467473, "mask_rcnn/false_positive": 0.1545083649897281, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.168020116398111, "total_loss": 0.9090798483230174} {"data_time": 0.01216121669858694, "eta_seconds": 92491.05960778892, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.3966258899902275, "fast_rcnn/fg_cls_accuracy": 0.5672961195268728, "iteration": 10139, "loss_box_reg": 0.26527710631489754, "loss_cls": 0.23502087965607643, "loss_mask": 0.276432640850544, "loss_rpn_cls": 0.04553761659190059, "loss_rpn_loc": 0.07434746995568275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817681501317154, "mask_rcnn/false_negative": 0.09930708990976506, "mask_rcnn/false_positive": 0.14157462767743104, "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": 1.16511826752685, "total_loss": 0.8994215570855886} {"data_time": 0.01217700564302504, "eta_seconds": 92414.65472318232, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.39759584145549054, "fast_rcnn/fg_cls_accuracy": 0.5815981111680036, "iteration": 10159, "loss_box_reg": 0.27255470491945744, "loss_cls": 0.24201824609190226, "loss_mask": 0.2829523850232363, "loss_rpn_cls": 0.04346439056098461, "loss_rpn_loc": 0.0798877002671361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752936222370904, "mask_rcnn/false_negative": 0.10638316302300621, "mask_rcnn/false_positive": 0.1434574016017265, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.152442299760878, "total_loss": 0.9343532910570502} {"data_time": 0.011798425111919641, "eta_seconds": 92353.48035924602, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.40587449933244324, "fast_rcnn/fg_cls_accuracy": 0.575170427143211, "iteration": 10179, "loss_box_reg": 0.25761948339641094, "loss_cls": 0.23977306578308344, "loss_mask": 0.2745310291647911, "loss_rpn_cls": 0.050264347810298204, "loss_rpn_loc": 0.0790554597042501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767937582075886, "mask_rcnn/false_negative": 0.10910715953453387, "mask_rcnn/false_positive": 0.13577817437279538, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1353007226716727, "total_loss": 0.9193162757437676} {"data_time": 0.011496107326820493, "eta_seconds": 92272.02769615687, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.39214507918552033, "fast_rcnn/fg_cls_accuracy": 0.5608935335497836, "iteration": 10199, "loss_box_reg": 0.25166269578039646, "loss_cls": 0.22349741403013468, "loss_mask": 0.28424552269279957, "loss_rpn_cls": 0.0451842873590067, "loss_rpn_loc": 0.08150100370403379, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800834221495377, "mask_rcnn/false_negative": 0.08843557106500889, "mask_rcnn/false_positive": 0.13751946794469333, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1463185020256788, "total_loss": 0.899476787657477} {"data_time": 0.012303841300308704, "eta_seconds": 92237.94425436296, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.43098629642985936, "fast_rcnn/fg_cls_accuracy": 0.5380768555886998, "iteration": 10219, "loss_box_reg": 0.29988844506442547, "loss_cls": 0.25550950318574905, "loss_mask": 0.2895545195788145, "loss_rpn_cls": 0.04364745458588004, "loss_rpn_loc": 0.09299995796754956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762485994345234, "mask_rcnn/false_negative": 0.10897717493853967, "mask_rcnn/false_positive": 0.12346679055549926, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1596570725087076, "total_loss": 0.9931847001425922} {"data_time": 0.011658190982416272, "eta_seconds": 92275.41853522882, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.4583140271213666, "fast_rcnn/fg_cls_accuracy": 0.5092244500139238, "iteration": 10239, "loss_box_reg": 0.2673320546746254, "loss_cls": 0.2445678384974599, "loss_mask": 0.2907583490014076, "loss_rpn_cls": 0.04658845346421003, "loss_rpn_loc": 0.08812424726784229, "lr": 0.0001, "mask_rcnn/accuracy": 0.864208791681921, "mask_rcnn/false_negative": 0.11254096294094748, "mask_rcnn/false_positive": 0.16811636047673145, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1657585864886642, "total_loss": 0.9598279015626758} {"data_time": 0.01273928047157824, "eta_seconds": 92292.20765956677, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.4785759076942372, "fast_rcnn/fg_cls_accuracy": 0.49294122172641947, "iteration": 10259, "loss_box_reg": 0.29021329805254936, "loss_cls": 0.26644418202340603, "loss_mask": 0.28905248641967773, "loss_rpn_cls": 0.04738054028712213, "loss_rpn_loc": 0.09308282844722271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8680004718161709, "mask_rcnn/false_negative": 0.10748596814434999, "mask_rcnn/false_positive": 0.15116921574083392, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.15688017453067, "total_loss": 0.9796802664641291} {"data_time": 0.011485218536108732, "eta_seconds": 92286.86804983765, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4205307221685548, "fast_rcnn/fg_cls_accuracy": 0.5581990758086675, "iteration": 10279, "loss_box_reg": 0.267721738666296, "loss_cls": 0.22145600989460945, "loss_mask": 0.28711870685219765, "loss_rpn_cls": 0.048339610919356346, "loss_rpn_loc": 0.0824483809992671, "lr": 0.0001, "mask_rcnn/accuracy": 0.8718647458983593, "mask_rcnn/false_negative": 0.1022257296658628, "mask_rcnn/false_positive": 0.15144224044275012, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.162380853900686, "total_loss": 0.9016182284103706} {"data_time": 0.012956613674759865, "eta_seconds": 92304.93010571226, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4137473460721869, "fast_rcnn/fg_cls_accuracy": 0.5767806267806268, "iteration": 10299, "loss_box_reg": 0.274212509393692, "loss_cls": 0.23724476248025894, "loss_mask": 0.2898749504238367, "loss_rpn_cls": 0.04669681936502457, "loss_rpn_loc": 0.0789820367936045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8666978950608213, "mask_rcnn/false_negative": 0.10870211418449942, "mask_rcnn/false_positive": 0.14178086366215226, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.156831978354603, "total_loss": 0.9382326623890549} {"data_time": 0.011206908849999309, "eta_seconds": 92231.09359636903, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.375603910678282, "fast_rcnn/fg_cls_accuracy": 0.5897568255460948, "iteration": 10319, "loss_box_reg": 0.2690734388306737, "loss_cls": 0.23504058457911015, "loss_mask": 0.27611595392227173, "loss_rpn_cls": 0.043655139626935124, "loss_rpn_loc": 0.07544026779942214, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877545536897811, "mask_rcnn/false_negative": 0.09704778580606854, "mask_rcnn/false_positive": 0.12688139075643698, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.141207865672186, "total_loss": 0.8850676867878065} {"data_time": 0.012246581027284265, "eta_seconds": 92154.08356325701, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.47520491803278686, "fast_rcnn/fg_cls_accuracy": 0.4703767123287671, "iteration": 10339, "loss_box_reg": 0.2557121366262436, "loss_cls": 0.24851760268211365, "loss_mask": 0.2757696732878685, "loss_rpn_cls": 0.04558671242557466, "loss_rpn_loc": 0.0966505161486566, "lr": 0.0001, "mask_rcnn/accuracy": 0.865174101809417, "mask_rcnn/false_negative": 0.10882796345995677, "mask_rcnn/false_positive": 0.15504036129081106, "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": 1.1466899181250483, "total_loss": 0.9266282727476209} {"data_time": 0.011126081459224224, "eta_seconds": 92087.021124335, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.42391304347826086, "fast_rcnn/fg_cls_accuracy": 0.5496977968414896, "iteration": 10359, "loss_box_reg": 0.2552720885723829, "loss_cls": 0.22366715781390667, "loss_mask": 0.28125985711812973, "loss_rpn_cls": 0.045070562744513154, "loss_rpn_loc": 0.08434883842710406, "lr": 0.0001, "mask_rcnn/accuracy": 0.8732358491370369, "mask_rcnn/false_negative": 0.09322406042977016, "mask_rcnn/false_positive": 0.1362048350334417, "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": 1.1524957662913948, "total_loss": 0.9156739141326398} {"data_time": 0.011845710454508662, "eta_seconds": 92056.94804810453, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.43554151231205057, "fast_rcnn/fg_cls_accuracy": 0.5281039411884827, "iteration": 10379, "loss_box_reg": 0.27525787707418203, "loss_cls": 0.24280701391398907, "loss_mask": 0.2819852139800787, "loss_rpn_cls": 0.04875255504157394, "loss_rpn_loc": 0.0813343278132379, "lr": 0.0001, "mask_rcnn/accuracy": 0.8656398517118715, "mask_rcnn/false_negative": 0.10756765713035644, "mask_rcnn/false_positive": 0.15128257298896663, "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": 1.1295669374521822, "total_loss": 0.9602322835708037} {"data_time": 0.012527761282399297, "eta_seconds": 92013.34672970697, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4314959763611216, "fast_rcnn/fg_cls_accuracy": 0.5311116785835887, "iteration": 10399, "loss_box_reg": 0.2727520875632763, "loss_cls": 0.24300881661474705, "loss_mask": 0.27907419577240944, "loss_rpn_cls": 0.044525482691824436, "loss_rpn_loc": 0.08131202030926943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748775280701582, "mask_rcnn/false_negative": 0.09921551436893858, "mask_rcnn/false_positive": 0.13247872094025517, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1506504111457616, "total_loss": 0.9224705607630312} {"data_time": 0.011727229692041874, "eta_seconds": 91988.17289556842, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3773990017892457, "fast_rcnn/fg_cls_accuracy": 0.6063432409586256, "iteration": 10419, "loss_box_reg": 0.28512933664023876, "loss_cls": 0.26355000771582127, "loss_mask": 0.28246354311704636, "loss_rpn_cls": 0.053643176797777414, "loss_rpn_loc": 0.08456889633089304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780126436248124, "mask_rcnn/false_negative": 0.09758108409881078, "mask_rcnn/false_positive": 0.1392571194642238, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.14236198971048, "total_loss": 0.9717723305802792} {"data_time": 0.013713620603084564, "eta_seconds": 91967.10886702873, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.44144271570014143, "fast_rcnn/fg_cls_accuracy": 0.532611047990045, "iteration": 10439, "loss_box_reg": 0.28144415095448494, "loss_cls": 0.24949165992438793, "loss_mask": 0.28087656013667583, "loss_rpn_cls": 0.04510741145350039, "loss_rpn_loc": 0.08190191118046641, "lr": 0.0001, "mask_rcnn/accuracy": 0.8696291839104062, "mask_rcnn/false_negative": 0.1100260004341287, "mask_rcnn/false_positive": 0.1529471901705026, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1680815685540438, "total_loss": 0.954081486677751} {"data_time": 0.01242538751102984, "eta_seconds": 91941.93606576417, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3567669546221825, "fast_rcnn/fg_cls_accuracy": 0.5652263374485597, "iteration": 10459, "loss_box_reg": 0.27889955416321754, "loss_cls": 0.253069868311286, "loss_mask": 0.28339484706521034, "loss_rpn_cls": 0.049169919977430254, "loss_rpn_loc": 0.08884432259947062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839563056808242, "mask_rcnn/false_negative": 0.10611994017806833, "mask_rcnn/false_positive": 0.11922892417193082, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.15786617458798, "total_loss": 0.9382188287563622} {"data_time": 0.01217042119242251, "eta_seconds": 91931.52793191373, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.3754732993863429, "fast_rcnn/fg_cls_accuracy": 0.5931847367455513, "iteration": 10479, "loss_box_reg": 0.2841313052922487, "loss_cls": 0.24981066212058067, "loss_mask": 0.27973954752087593, "loss_rpn_cls": 0.05584963131695986, "loss_rpn_loc": 0.09087224956601858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8723118737270223, "mask_rcnn/false_negative": 0.10479831135609532, "mask_rcnn/false_positive": 0.14204648165350953, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1580429803580046, "total_loss": 0.9579158957349136} {"data_time": 0.012346984352916479, "eta_seconds": 91918.2035898557, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.37902837902837905, "fast_rcnn/fg_cls_accuracy": 0.5958715057552266, "iteration": 10499, "loss_box_reg": 0.2768537662923336, "loss_cls": 0.24534840043634176, "loss_mask": 0.2836740054190159, "loss_rpn_cls": 0.04733235645107925, "loss_rpn_loc": 0.09324025502428412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846170947146763, "mask_rcnn/false_negative": 0.10454315463926134, "mask_rcnn/false_positive": 0.12234791439990142, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1699547739699483, "total_loss": 0.9630655127111822} {"data_time": 0.012701017083600163, "eta_seconds": 91913.22316838428, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3901051006176529, "fast_rcnn/fg_cls_accuracy": 0.5400831024930748, "iteration": 10519, "loss_box_reg": 0.23333300091326237, "loss_cls": 0.23986070230603218, "loss_mask": 0.266466798260808, "loss_rpn_cls": 0.0417010507080704, "loss_rpn_loc": 0.07850353326648474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915164146015548, "mask_rcnn/false_negative": 0.08717934340935382, "mask_rcnn/false_positive": 0.13978254985860533, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1587446639314294, "total_loss": 0.8539607441052794} {"data_time": 0.012408012058585882, "eta_seconds": 91866.14347199444, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.4363409502373147, "fast_rcnn/fg_cls_accuracy": 0.5308275377041494, "iteration": 10539, "loss_box_reg": 0.270788349211216, "loss_cls": 0.24114711862057447, "loss_mask": 0.28213305212557316, "loss_rpn_cls": 0.04864744073711336, "loss_rpn_loc": 0.0987182310782373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946312580750659, "mask_rcnn/false_negative": 0.09030918524033636, "mask_rcnn/false_positive": 0.1319568462014509, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1567499649245292, "total_loss": 0.9454689435660839} {"data_time": 0.012336507206782699, "eta_seconds": 91847.0820582658, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3649964714184898, "fast_rcnn/fg_cls_accuracy": 0.5888446215139442, "iteration": 10559, "loss_box_reg": 0.2775463182479143, "loss_cls": 0.23785162717103958, "loss_mask": 0.28882752545177937, "loss_rpn_cls": 0.04759733041282743, "loss_rpn_loc": 0.07777884276583791, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891602381988376, "mask_rcnn/false_negative": 0.08044159081389116, "mask_rcnn/false_positive": 0.14608419894237462, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.167072826065123, "total_loss": 0.9391095254104584} {"data_time": 0.012274032225832343, "eta_seconds": 91815.91987364925, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.4255963578899842, "fast_rcnn/fg_cls_accuracy": 0.5619164827703276, "iteration": 10579, "loss_box_reg": 0.27272303123027086, "loss_cls": 0.24006150010973215, "loss_mask": 0.2837659399956465, "loss_rpn_cls": 0.04633669555187225, "loss_rpn_loc": 0.08465679222717881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8692162949250497, "mask_rcnn/false_negative": 0.12353626011458711, "mask_rcnn/false_positive": 0.12753786259070604, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1562521690502763, "total_loss": 0.9424648050917313} {"data_time": 0.012825957033783197, "eta_seconds": 91782.15741631575, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39083439962287025, "fast_rcnn/fg_cls_accuracy": 0.5874258848895011, "iteration": 10599, "loss_box_reg": 0.2717335447669029, "loss_cls": 0.24099586717784405, "loss_mask": 0.2752058878540993, "loss_rpn_cls": 0.04083272733259946, "loss_rpn_loc": 0.08657453488558531, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803001598032654, "mask_rcnn/false_negative": 0.10189156504042043, "mask_rcnn/false_positive": 0.13386401453735725, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1481326255016029, "total_loss": 0.9049547581234947} {"data_time": 0.011955683818086982, "eta_seconds": 91777.71115036681, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.42153004054155774, "fast_rcnn/fg_cls_accuracy": 0.5547411936402621, "iteration": 10619, "loss_box_reg": 0.2622250150889158, "loss_cls": 0.24528582207858562, "loss_mask": 0.27670171298086643, "loss_rpn_cls": 0.036382553400471807, "loss_rpn_loc": 0.0807039444334805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794823374063405, "mask_rcnn/false_negative": 0.10091775187380006, "mask_rcnn/false_positive": 0.13439503959175264, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1533092635218054, "total_loss": 0.8998653509188443} {"data_time": 0.011465264949947596, "eta_seconds": 91758.00792872906, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.422201398729259, "fast_rcnn/fg_cls_accuracy": 0.5303453815261043, "iteration": 10639, "loss_box_reg": 0.28067957516759634, "loss_cls": 0.2585376873612404, "loss_mask": 0.27458431012928486, "loss_rpn_cls": 0.049133733846247196, "loss_rpn_loc": 0.0788905203808099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8662865658906997, "mask_rcnn/false_negative": 0.10528489284298886, "mask_rcnn/false_positive": 0.1598507999798692, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1589808468706906, "total_loss": 0.9741398301557638} {"data_time": 0.01251703011803329, "eta_seconds": 91766.05682518333, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.3855592260500236, "fast_rcnn/fg_cls_accuracy": 0.5537964359988583, "iteration": 10659, "loss_box_reg": 0.2708670310676098, "loss_cls": 0.23898140713572502, "loss_mask": 0.27778398245573044, "loss_rpn_cls": 0.050183012848719954, "loss_rpn_loc": 0.08952918974682689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874155636668097, "mask_rcnn/false_negative": 0.09446533064624764, "mask_rcnn/false_positive": 0.1165333571330433, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.162019356386736, "total_loss": 0.929308770224452} {"data_time": 0.011840862454846501, "eta_seconds": 91761.2187736854, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.43612897905327397, "fast_rcnn/fg_cls_accuracy": 0.5326777173016658, "iteration": 10679, "loss_box_reg": 0.27204245887696743, "loss_cls": 0.2351577002555132, "loss_mask": 0.2876083627343178, "loss_rpn_cls": 0.040881728869862854, "loss_rpn_loc": 0.09245735337026417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8668850852851964, "mask_rcnn/false_negative": 0.12178494202630434, "mask_rcnn/false_positive": 0.1358745847095828, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1604293114505708, "total_loss": 0.9302232847549021} {"data_time": 0.012146398657932878, "eta_seconds": 91772.40371538792, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.40240307683669746, "fast_rcnn/fg_cls_accuracy": 0.5451715881883479, "iteration": 10699, "loss_box_reg": 0.28663650155067444, "loss_cls": 0.24457277357578278, "loss_mask": 0.27413261123001575, "loss_rpn_cls": 0.04867112950887531, "loss_rpn_loc": 0.0892902675550431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778942698360809, "mask_rcnn/false_negative": 0.10989611072712249, "mask_rcnn/false_positive": 0.14150856269597217, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.1574332574382424, "total_loss": 0.9408917251275852} {"data_time": 0.012067433446645737, "eta_seconds": 91739.68839529902, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3782204633736913, "fast_rcnn/fg_cls_accuracy": 0.5893452047524985, "iteration": 10719, "loss_box_reg": 0.2489565834403038, "loss_cls": 0.22747711278498173, "loss_mask": 0.2703000605106354, "loss_rpn_cls": 0.045795328565873206, "loss_rpn_loc": 0.08456881297752261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747617178739628, "mask_rcnn/false_negative": 0.09410183642260543, "mask_rcnn/false_positive": 0.15195248179029497, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1618819904979318, "total_loss": 0.9301428159233183} {"data_time": 0.011529753683134913, "eta_seconds": 91691.80786689743, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.4276522284996861, "fast_rcnn/fg_cls_accuracy": 0.5078042328042327, "iteration": 10739, "loss_box_reg": 0.27201708406209946, "loss_cls": 0.2531153913587332, "loss_mask": 0.2918175980448723, "loss_rpn_cls": 0.05526478751562536, "loss_rpn_loc": 0.09123710123822093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8718693176225106, "mask_rcnn/false_negative": 0.10020914187933522, "mask_rcnn/false_positive": 0.14816488320425203, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1322430740110576, "total_loss": 0.9648987767286599} {"data_time": 0.012751743895933032, "eta_seconds": 91635.67946480587, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.40705896102378314, "fast_rcnn/fg_cls_accuracy": 0.5332363039259591, "iteration": 10759, "loss_box_reg": 0.28374309092760086, "loss_cls": 0.25568223372101784, "loss_mask": 0.28176666609942913, "loss_rpn_cls": 0.04965673154219985, "loss_rpn_loc": 0.07323601376265287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776229827501827, "mask_rcnn/false_negative": 0.09877752642524668, "mask_rcnn/false_positive": 0.12594768663910957, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1426941317040473, "total_loss": 0.9481438449583948} {"data_time": 0.012546687619760633, "eta_seconds": 91634.99061665963, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3488372093023256, "fast_rcnn/fg_cls_accuracy": 0.5888337468982631, "iteration": 10779, "loss_box_reg": 0.27280654944479465, "loss_cls": 0.23035266902297735, "loss_mask": 0.2775227352976799, "loss_rpn_cls": 0.04086506902240217, "loss_rpn_loc": 0.07654723571613431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860574950319111, "mask_rcnn/false_negative": 0.09723680342820834, "mask_rcnn/false_positive": 0.12882021831907015, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1619597389362752, "total_loss": 0.9033608716563322} {"data_time": 0.01188299898058176, "eta_seconds": 91622.39696010947, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.43171012269938647, "fast_rcnn/fg_cls_accuracy": 0.5125630104333554, "iteration": 10799, "loss_box_reg": 0.275378093123436, "loss_cls": 0.22729779314249754, "loss_mask": 0.27873164415359497, "loss_rpn_cls": 0.049939612043090165, "loss_rpn_loc": 0.0890660765580833, "lr": 0.0001, "mask_rcnn/accuracy": 0.880420697395192, "mask_rcnn/false_negative": 0.09953128759448368, "mask_rcnn/false_positive": 0.14561881069490445, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.157313141040504, "total_loss": 0.9281538166105747} {"data_time": 0.012115725316107273, "eta_seconds": 91599.25999118015, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.42708967143291754, "fast_rcnn/fg_cls_accuracy": 0.5560247747747749, "iteration": 10819, "loss_box_reg": 0.28239040821790695, "loss_cls": 0.24267830606549978, "loss_mask": 0.2853679060935974, "loss_rpn_cls": 0.04845927143469453, "loss_rpn_loc": 0.07538194314111024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8701026125985007, "mask_rcnn/false_negative": 0.11006761258036184, "mask_rcnn/false_positive": 0.15587970259794026, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1593765360303223, "total_loss": 0.951741028111428} {"data_time": 0.011567889712750912, "eta_seconds": 91529.49571315199, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38952712916362864, "fast_rcnn/fg_cls_accuracy": 0.5683333333333334, "iteration": 10839, "loss_box_reg": 0.3046405762434006, "loss_cls": 0.2695146147161722, "loss_mask": 0.2786600850522518, "loss_rpn_cls": 0.045230794697999954, "loss_rpn_loc": 0.0832006111741066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805583900226758, "mask_rcnn/false_negative": 0.09831555925648262, "mask_rcnn/false_positive": 0.15468112108415077, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1321880836039782, "total_loss": 0.9960557199083269} {"data_time": 0.012776804156601429, "eta_seconds": 91546.63057463709, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.41332531408714246, "fast_rcnn/fg_cls_accuracy": 0.536473838386244, "iteration": 10859, "loss_box_reg": 0.2808022452518344, "loss_cls": 0.24483880307525396, "loss_mask": 0.27929660491645336, "loss_rpn_cls": 0.045376900234259665, "loss_rpn_loc": 0.08101459499448538, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766540067471059, "mask_rcnn/false_negative": 0.1061925026106527, "mask_rcnn/false_positive": 0.13388057849740823, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1674408980179578, "total_loss": 0.9472428720910102} {"data_time": 0.012541796546429396, "eta_seconds": 91511.60090759397, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.36698982470069574, "fast_rcnn/fg_cls_accuracy": 0.5629714973434702, "iteration": 10879, "loss_box_reg": 0.25815716572105885, "loss_cls": 0.22909544967114925, "loss_mask": 0.27515079639852047, "loss_rpn_cls": 0.042787126381881535, "loss_rpn_loc": 0.08294890308752656, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859047274042002, "mask_rcnn/false_negative": 0.09394827123485326, "mask_rcnn/false_positive": 0.14288538955343522, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1555799206253141, "total_loss": 0.8907524838577956} {"data_time": 0.010885606985539198, "eta_seconds": 91449.9364288291, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4376584225421435, "fast_rcnn/fg_cls_accuracy": 0.538133952768099, "iteration": 10899, "loss_box_reg": 0.2521355487406254, "loss_cls": 0.23608260322362185, "loss_mask": 0.2775864340364933, "loss_rpn_cls": 0.044690087204799056, "loss_rpn_loc": 0.07952124020084739, "lr": 0.0001, "mask_rcnn/accuracy": 0.881250168718281, "mask_rcnn/false_negative": 0.10384655214966063, "mask_rcnn/false_positive": 0.13833746768400768, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1462680930271745, "total_loss": 0.8873854281846434} {"data_time": 0.01188692799769342, "eta_seconds": 91419.03893088922, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.43972004376404167, "fast_rcnn/fg_cls_accuracy": 0.49887276602721753, "iteration": 10919, "loss_box_reg": 0.2793485205620527, "loss_cls": 0.2556975670158863, "loss_mask": 0.28219082206487656, "loss_rpn_cls": 0.04216688289307058, "loss_rpn_loc": 0.08331621787510812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789573696215116, "mask_rcnn/false_negative": 0.10735331967169186, "mask_rcnn/false_positive": 0.14339651042967905, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1602540675085038, "total_loss": 0.9519989390391856} {"data_time": 0.011612987145781517, "eta_seconds": 91392.8106406238, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3992916843745573, "fast_rcnn/fg_cls_accuracy": 0.5288626545949464, "iteration": 10939, "loss_box_reg": 0.25564777851104736, "loss_cls": 0.2428701389580965, "loss_mask": 0.28160456009209156, "loss_rpn_cls": 0.04928538098465651, "loss_rpn_loc": 0.08280628826469183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853102227358179, "mask_rcnn/false_negative": 0.108096597084021, "mask_rcnn/false_positive": 0.12762842237927133, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1497549107298255, "total_loss": 0.9289481916930526} {"data_time": 0.011817567748948932, "eta_seconds": 91368.65992084146, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.41604553978543757, "fast_rcnn/fg_cls_accuracy": 0.5369411123227916, "iteration": 10959, "loss_box_reg": 0.28042018972337246, "loss_cls": 0.24550726264715195, "loss_mask": 0.29238637536764145, "loss_rpn_cls": 0.05113020306453109, "loss_rpn_loc": 0.09643919672816992, "lr": 0.0001, "mask_rcnn/accuracy": 0.872980255599811, "mask_rcnn/false_negative": 0.09834705812607204, "mask_rcnn/false_positive": 0.15050141503012388, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1567586045712233, "total_loss": 0.9817101894877851} {"data_time": 0.011537049431353807, "eta_seconds": 91349.6769893635, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.4156610351300617, "fast_rcnn/fg_cls_accuracy": 0.5518079673135854, "iteration": 10979, "loss_box_reg": 0.26781387254595757, "loss_cls": 0.23570462968200445, "loss_mask": 0.2886826563626528, "loss_rpn_cls": 0.04372620990034193, "loss_rpn_loc": 0.08319922222290188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790004338708468, "mask_rcnn/false_negative": 0.10278868422302928, "mask_rcnn/false_positive": 0.13203177847633663, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1409426885657012, "total_loss": 0.899296561954543} {"data_time": 0.01181986858136952, "eta_seconds": 91323.45105754212, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3616421568627451, "fast_rcnn/fg_cls_accuracy": 0.6139925055356839, "iteration": 10999, "loss_box_reg": 0.2632960006594658, "loss_cls": 0.23470347560942173, "loss_mask": 0.26648741587996483, "loss_rpn_cls": 0.04376860905904323, "loss_rpn_loc": 0.08144728373736143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968791528239203, "mask_rcnn/false_negative": 0.09568152853546494, "mask_rcnn/false_positive": 0.10143431672235095, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.1506096837110817, "total_loss": 0.909648708649911} {"data_time": 0.013036562129855156, "eta_seconds": 91303.43569501303, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.32658033973823447, "fast_rcnn/fg_cls_accuracy": 0.5723905723905724, "iteration": 11019, "loss_box_reg": 0.278784011490643, "loss_cls": 0.24533585645258427, "loss_mask": 0.2814275436103344, "loss_rpn_cls": 0.04693100228905678, "loss_rpn_loc": 0.0854867179878056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801424388083208, "mask_rcnn/false_negative": 0.0989243621526488, "mask_rcnn/false_positive": 0.1416239875827502, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1596174447331578, "total_loss": 0.9434019757900387} {"data_time": 0.011818342609331012, "eta_seconds": 91276.18152011186, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.39523855452674894, "fast_rcnn/fg_cls_accuracy": 0.5409386254072903, "iteration": 11039, "loss_box_reg": 0.27202486619353294, "loss_cls": 0.24096340499818325, "loss_mask": 0.28345555253326893, "loss_rpn_cls": 0.04099362762644887, "loss_rpn_loc": 0.08004628587514162, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779154394076709, "mask_rcnn/false_negative": 0.09524142521398571, "mask_rcnn/false_positive": 0.13364908854392837, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1327451665420085, "total_loss": 0.9270642176270485} {"data_time": 0.01180836115963757, "eta_seconds": 91254.09147446044, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4151374189143052, "fast_rcnn/fg_cls_accuracy": 0.5559689227551172, "iteration": 11059, "loss_box_reg": 0.26678151823580265, "loss_cls": 0.2325503909960389, "loss_mask": 0.28748104721307755, "loss_rpn_cls": 0.04126396682113409, "loss_rpn_loc": 0.08349618734791875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8746282686620246, "mask_rcnn/false_negative": 0.11264692301924545, "mask_rcnn/false_positive": 0.14993471395843286, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1596049249637872, "total_loss": 0.9112956502940506} {"data_time": 0.012976785656064749, "eta_seconds": 91230.97161343321, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.391506184180309, "fast_rcnn/fg_cls_accuracy": 0.5470265834285881, "iteration": 11079, "loss_box_reg": 0.2597523219883442, "loss_cls": 0.22673016786575317, "loss_mask": 0.27099123783409595, "loss_rpn_cls": 0.038090189918875694, "loss_rpn_loc": 0.06325512775219977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831064901013863, "mask_rcnn/false_negative": 0.1074980161415787, "mask_rcnn/false_positive": 0.130826987152186, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1565596372820437, "total_loss": 0.8638830329291523} {"data_time": 0.01167709194123745, "eta_seconds": 91199.81548280921, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39675430432759423, "fast_rcnn/fg_cls_accuracy": 0.5782902137232846, "iteration": 11099, "loss_box_reg": 0.25537873432040215, "loss_cls": 0.24610622972249985, "loss_mask": 0.2708212248980999, "loss_rpn_cls": 0.04635118518490344, "loss_rpn_loc": 0.08200387610122561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758768810554525, "mask_rcnn/false_negative": 0.09361213367311948, "mask_rcnn/false_positive": 0.1620564458615763, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1030202149413526, "total_loss": 0.8853314840234816} {"data_time": 0.01214268570765853, "eta_seconds": 91165.5434827879, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.40985401459854015, "fast_rcnn/fg_cls_accuracy": 0.5371152469577667, "iteration": 11119, "loss_box_reg": 0.28375045396387577, "loss_cls": 0.2724283430725336, "loss_mask": 0.2712994273751974, "loss_rpn_cls": 0.04755577305331826, "loss_rpn_loc": 0.08132601878605783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800609733928911, "mask_rcnn/false_negative": 0.11009622568491242, "mask_rcnn/false_positive": 0.14130890804890733, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1613337495364249, "total_loss": 0.9750013817101717} {"data_time": 0.01107211085036397, "eta_seconds": 91119.85347875394, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3986714337951489, "fast_rcnn/fg_cls_accuracy": 0.5637376120811703, "iteration": 11139, "loss_box_reg": 0.29072077199816704, "loss_cls": 0.2508023465052247, "loss_mask": 0.2830060049891472, "loss_rpn_cls": 0.05098681151866913, "loss_rpn_loc": 0.09318130277097225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810144014506185, "mask_rcnn/false_negative": 0.10967798195263224, "mask_rcnn/false_positive": 0.13693871935315644, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1656585750170052, "total_loss": 0.9752882577013224} {"data_time": 0.011485171969980001, "eta_seconds": 91096.74420828, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3977544598741353, "fast_rcnn/fg_cls_accuracy": 0.5222213123384144, "iteration": 11159, "loss_box_reg": 0.2525605857372284, "loss_cls": 0.24554439634084702, "loss_mask": 0.2805763855576515, "loss_rpn_cls": 0.049648632761090994, "loss_rpn_loc": 0.08295309380628169, "lr": 0.0001, "mask_rcnn/accuracy": 0.8710329030546595, "mask_rcnn/false_negative": 0.1098134896837882, "mask_rcnn/false_positive": 0.1319704229957372, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1445565505418926, "total_loss": 0.9297597219701856} {"data_time": 0.011892413487657905, "eta_seconds": 91107.34418700915, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.4123134328358209, "fast_rcnn/fg_cls_accuracy": 0.5439257294429709, "iteration": 11179, "loss_box_reg": 0.26428392715752125, "loss_cls": 0.23837354220449924, "loss_mask": 0.2829870395362377, "loss_rpn_cls": 0.050806839717552066, "loss_rpn_loc": 0.0808502216823399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803864055091734, "mask_rcnn/false_negative": 0.09984482153293986, "mask_rcnn/false_positive": 0.13920343260595, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1560269379988313, "total_loss": 0.9067621408030391} {"data_time": 0.011421856470406055, "eta_seconds": 91095.3498704359, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.38628964591374393, "fast_rcnn/fg_cls_accuracy": 0.5931014492753623, "iteration": 11199, "loss_box_reg": 0.27043136954307556, "loss_cls": 0.23222734220325947, "loss_mask": 0.27018615789711475, "loss_rpn_cls": 0.04316024831496179, "loss_rpn_loc": 0.08429007465019822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839120387079582, "mask_rcnn/false_negative": 0.09847715870113105, "mask_rcnn/false_positive": 0.12862207814418877, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.162313436390832, "total_loss": 0.9283559763571247} {"data_time": 0.011498773004859686, "eta_seconds": 91084.00207137689, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.4603887959866221, "fast_rcnn/fg_cls_accuracy": 0.5101157571871697, "iteration": 11219, "loss_box_reg": 0.2864329144358635, "loss_cls": 0.25774817261844873, "loss_mask": 0.285049332305789, "loss_rpn_cls": 0.05566473677754402, "loss_rpn_loc": 0.09331705700606108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8618218626558989, "mask_rcnn/false_negative": 0.11191629211423565, "mask_rcnn/false_positive": 0.16013696047039122, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1753130869474262, "total_loss": 1.0254964196356013} {"data_time": 0.010684288805350661, "eta_seconds": 91044.75673662499, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.40286804910760343, "fast_rcnn/fg_cls_accuracy": 0.5379348814734808, "iteration": 11239, "loss_box_reg": 0.269828362390399, "loss_cls": 0.24279287084937096, "loss_mask": 0.2813039757311344, "loss_rpn_cls": 0.05133678391575813, "loss_rpn_loc": 0.07965862122364342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8732284244701316, "mask_rcnn/false_negative": 0.1138391383942618, "mask_rcnn/false_positive": 0.14898832746512825, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1226074416190386, "total_loss": 0.9167109623085707} {"data_time": 0.013114708941429853, "eta_seconds": 91022.89286418818, "fast_rcnn/cls_accuracy": 0.900146484375, "fast_rcnn/false_negative": 0.3890301984245429, "fast_rcnn/fg_cls_accuracy": 0.5179640718562875, "iteration": 11259, "loss_box_reg": 0.2788024954497814, "loss_cls": 0.25881009083241224, "loss_mask": 0.27755685709416866, "loss_rpn_cls": 0.043807283509522676, "loss_rpn_loc": 0.07747206697240472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8746452222015978, "mask_rcnn/false_negative": 0.11083743751570183, "mask_rcnn/false_positive": 0.14480172418383447, "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": 1.1636577534954995, "total_loss": 0.9560884130187333} {"data_time": 0.011991762788966298, "eta_seconds": 90998.51765245199, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3706153846153846, "fast_rcnn/fg_cls_accuracy": 0.6030894238289737, "iteration": 11279, "loss_box_reg": 0.2394761871546507, "loss_cls": 0.20412463322281837, "loss_mask": 0.2769719026982784, "loss_rpn_cls": 0.03793391305953264, "loss_rpn_loc": 0.07978279935196042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865035573862572, "mask_rcnn/false_negative": 0.10689630692540994, "mask_rcnn/false_positive": 0.13411449760500124, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1545467271935195, "total_loss": 0.8533707590540871} {"data_time": 0.01273165550082922, "eta_seconds": 90968.63724330906, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.4088007999604958, "fast_rcnn/fg_cls_accuracy": 0.5490167838076583, "iteration": 11299, "loss_box_reg": 0.2570701353251934, "loss_cls": 0.23781437147408724, "loss_mask": 0.2758539244532585, "loss_rpn_cls": 0.04369849641807377, "loss_rpn_loc": 0.0724898490589112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764764718723892, "mask_rcnn/false_negative": 0.09385314863369802, "mask_rcnn/false_positive": 0.1476737978977302, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.1555653328541666, "total_loss": 0.8983159601921216} {"data_time": 0.012008311925455928, "eta_seconds": 90952.278568279, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.38930646117368106, "fast_rcnn/fg_cls_accuracy": 0.583965640658554, "iteration": 11319, "loss_box_reg": 0.24874432757496834, "loss_cls": 0.22137532103806734, "loss_mask": 0.2760846745222807, "loss_rpn_cls": 0.03945234231650829, "loss_rpn_loc": 0.06474559847265482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822976708189598, "mask_rcnn/false_negative": 0.0907482390219706, "mask_rcnn/false_positive": 0.1325510536735005, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1524827752728015, "total_loss": 0.8665054840967059} {"data_time": 0.01246657851152122, "eta_seconds": 90930.41342007928, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.42736118760983033, "fast_rcnn/fg_cls_accuracy": 0.5553741443071839, "iteration": 11339, "loss_box_reg": 0.299913315102458, "loss_cls": 0.2726007578894496, "loss_mask": 0.2902483604848385, "loss_rpn_cls": 0.04952997388318181, "loss_rpn_loc": 0.09497429232578725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758230077745384, "mask_rcnn/false_negative": 0.10490962162620113, "mask_rcnn/false_positive": 0.14926345257045373, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1587891364470124, "total_loss": 0.9975768106523901} {"data_time": 0.013221014523878694, "eta_seconds": 90913.8624934107, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.38819847605224966, "fast_rcnn/fg_cls_accuracy": 0.5318830739870817, "iteration": 11359, "loss_box_reg": 0.2739241123199463, "loss_cls": 0.25510136783123016, "loss_mask": 0.26591172255575657, "loss_rpn_cls": 0.041161825181916356, "loss_rpn_loc": 0.07713617337867618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798746327283774, "mask_rcnn/false_negative": 0.1025535874209583, "mask_rcnn/false_positive": 0.1524153895675779, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1588924906682223, "total_loss": 0.917229029815644} {"data_time": 0.011846987530589104, "eta_seconds": 90937.02616207767, "fast_rcnn/cls_accuracy": 0.906982421875, "fast_rcnn/false_negative": 0.44281482163688834, "fast_rcnn/fg_cls_accuracy": 0.517147527455088, "iteration": 11379, "loss_box_reg": 0.2715444602072239, "loss_cls": 0.25371224619448185, "loss_mask": 0.2749710436910391, "loss_rpn_cls": 0.03998473030515015, "loss_rpn_loc": 0.07166266697458923, "lr": 0.0001, "mask_rcnn/accuracy": 0.8722220629824964, "mask_rcnn/false_negative": 0.11723756534328061, "mask_rcnn/false_positive": 0.14966930100352252, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1574744936078787, "total_loss": 0.9271709187887609} {"data_time": 0.010893301805481315, "eta_seconds": 90895.40121881291, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.45255519416518825, "fast_rcnn/fg_cls_accuracy": 0.5404771459145457, "iteration": 11399, "loss_box_reg": 0.2725903019309044, "loss_cls": 0.24809186719357967, "loss_mask": 0.2873917482793331, "loss_rpn_cls": 0.04613326245453209, "loss_rpn_loc": 0.0819402327761054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751812005481865, "mask_rcnn/false_negative": 0.10721958817560845, "mask_rcnn/false_positive": 0.14444188216031412, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1434570418205112, "total_loss": 0.9291428392753005} {"data_time": 0.012484889011830091, "eta_seconds": 90909.40472253133, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4225847584758476, "fast_rcnn/fg_cls_accuracy": 0.5436504217432052, "iteration": 11419, "loss_box_reg": 0.26443772204220295, "loss_cls": 0.23289473541080952, "loss_mask": 0.2828048299998045, "loss_rpn_cls": 0.04538861662149429, "loss_rpn_loc": 0.10455779219046235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8625350001879204, "mask_rcnn/false_negative": 0.1148052060135786, "mask_rcnn/false_positive": 0.163995026514364, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 1.1611810342874378, "total_loss": 0.9429360721260309} {"data_time": 0.012939311563968658, "eta_seconds": 90885.4878326878, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.4012779552715655, "fast_rcnn/fg_cls_accuracy": 0.5674307281598086, "iteration": 11439, "loss_box_reg": 0.27275021374225616, "loss_cls": 0.22997132781893015, "loss_mask": 0.28265161253511906, "loss_rpn_cls": 0.041949967155233026, "loss_rpn_loc": 0.08356658183038235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868721185558888, "mask_rcnn/false_negative": 0.0996432961305328, "mask_rcnn/false_positive": 0.12770405483400657, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.155354148009792, "total_loss": 0.917304775910452} {"data_time": 0.012632588623091578, "eta_seconds": 90867.45268613566, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.42124745209947, "fast_rcnn/fg_cls_accuracy": 0.544027721157766, "iteration": 11459, "loss_box_reg": 0.27527931332588196, "loss_cls": 0.2566976137459278, "loss_mask": 0.2750882748514414, "loss_rpn_cls": 0.0462015769444406, "loss_rpn_loc": 0.09406319260597229, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913534347617175, "mask_rcnn/false_negative": 0.09644416770561891, "mask_rcnn/false_positive": 0.13084159898510672, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1597703974694014, "total_loss": 0.9722301883157343} {"data_time": 0.011867647059261799, "eta_seconds": 90844.3135334272, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3662671283119627, "fast_rcnn/fg_cls_accuracy": 0.5608111572578578, "iteration": 11479, "loss_box_reg": 0.26454064808785915, "loss_cls": 0.23237713146954775, "loss_mask": 0.2860918641090393, "loss_rpn_cls": 0.05037740874104202, "loss_rpn_loc": 0.07913299696519971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815420896096384, "mask_rcnn/false_negative": 0.09515747304468414, "mask_rcnn/false_positive": 0.14481523631585644, "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": 1.162713459925726, "total_loss": 0.9186598521191627} {"data_time": 0.013003590982407331, "eta_seconds": 90816.85251614545, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3921126401630989, "fast_rcnn/fg_cls_accuracy": 0.5663888888888888, "iteration": 11499, "loss_box_reg": 0.2791508063673973, "loss_cls": 0.2556737009435892, "loss_mask": 0.282372310757637, "loss_rpn_cls": 0.042966954642906785, "loss_rpn_loc": 0.07667000265792012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906538102062226, "mask_rcnn/false_negative": 0.10042279175260033, "mask_rcnn/false_positive": 0.11815525220801337, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1660320570226759, "total_loss": 0.9069584726821631} {"data_time": 0.012617385946214199, "eta_seconds": 90809.161017593, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.38214976884206, "fast_rcnn/fg_cls_accuracy": 0.5855331199212017, "iteration": 11519, "loss_box_reg": 0.2630844730883837, "loss_cls": 0.2311148289591074, "loss_mask": 0.27485279366374016, "loss_rpn_cls": 0.04577972646802664, "loss_rpn_loc": 0.07770431693643332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870905565632048, "mask_rcnn/false_negative": 0.09705548527028557, "mask_rcnn/false_positive": 0.12889106407933465, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.166459851199761, "total_loss": 0.8827012156834826} {"data_time": 0.01245709415525198, "eta_seconds": 90760.86162089836, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3791603395484304, "fast_rcnn/fg_cls_accuracy": 0.6132477920346608, "iteration": 11539, "loss_box_reg": 0.2707909606397152, "loss_cls": 0.23704747669398785, "loss_mask": 0.2864392753690481, "loss_rpn_cls": 0.04619732452556491, "loss_rpn_loc": 0.0969327175989747, "lr": 0.0001, "mask_rcnn/accuracy": 0.892441171463864, "mask_rcnn/false_negative": 0.09302757188601528, "mask_rcnn/false_positive": 0.12973680479455318, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1485719305928797, "total_loss": 0.9546768367290497} {"data_time": 0.01205395394936204, "eta_seconds": 90688.04586231709, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.3775947688226766, "fast_rcnn/fg_cls_accuracy": 0.5609360787232283, "iteration": 11559, "loss_box_reg": 0.23609994631260633, "loss_cls": 0.2139688152819872, "loss_mask": 0.2707869131118059, "loss_rpn_cls": 0.04211266338825226, "loss_rpn_loc": 0.07428594212979078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877087963898431, "mask_rcnn/false_negative": 0.09811542949692893, "mask_rcnn/false_positive": 0.13386491053311445, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1431687674485147, "total_loss": 0.8443030860507861} {"data_time": 0.012779107317328453, "eta_seconds": 90675.9487805469, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.44733979430379744, "fast_rcnn/fg_cls_accuracy": 0.5396230787054916, "iteration": 11579, "loss_box_reg": 0.27636646293103695, "loss_cls": 0.2502434076741338, "loss_mask": 0.274478068575263, "loss_rpn_cls": 0.04407542594708502, "loss_rpn_loc": 0.0849288166500628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835147796805007, "mask_rcnn/false_negative": 0.09863911144273016, "mask_rcnn/false_positive": 0.1383099973898801, "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": 1.1621939081232995, "total_loss": 0.9522590285632759} {"data_time": 0.012524805963039398, "eta_seconds": 90700.38500614464, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3907977986925355, "fast_rcnn/fg_cls_accuracy": 0.566431943992185, "iteration": 11599, "loss_box_reg": 0.27925118803977966, "loss_cls": 0.2542592007666826, "loss_mask": 0.28478436544537544, "loss_rpn_cls": 0.05196751037146896, "loss_rpn_loc": 0.09265626687556505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749469438835604, "mask_rcnn/false_negative": 0.10682732640176017, "mask_rcnn/false_positive": 0.14782685700023643, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1619661876466125, "total_loss": 0.9731187816942111} {"data_time": 0.013003395171836019, "eta_seconds": 90677.24715282675, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4139664150722603, "fast_rcnn/fg_cls_accuracy": 0.5710004892367906, "iteration": 11619, "loss_box_reg": 0.25277611054480076, "loss_cls": 0.23859338648617268, "loss_mask": 0.2705869972705841, "loss_rpn_cls": 0.04721966676879674, "loss_rpn_loc": 0.08866480528376997, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827516455055304, "mask_rcnn/false_negative": 0.0977696297277156, "mask_rcnn/false_positive": 0.14182949023064956, "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": 1.1596674057655036, "total_loss": 0.8962577732745558} {"data_time": 0.012336364947259426, "eta_seconds": 90640.44567447156, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.416440354617888, "fast_rcnn/fg_cls_accuracy": 0.5545854732208364, "iteration": 11639, "loss_box_reg": 0.2862590290606022, "loss_cls": 0.2462764848023653, "loss_mask": 0.27579526603221893, "loss_rpn_cls": 0.04435724555514753, "loss_rpn_loc": 0.08945961901918054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883651392663209, "mask_rcnn/false_negative": 0.09064019035754689, "mask_rcnn/false_positive": 0.14058608534981432, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.155141771538183, "total_loss": 0.9777831120882183} {"data_time": 0.012544834520667791, "eta_seconds": 90631.74810337368, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.4203885630498534, "fast_rcnn/fg_cls_accuracy": 0.5586305361305361, "iteration": 11659, "loss_box_reg": 0.2974085137248039, "loss_cls": 0.25589572824537754, "loss_mask": 0.28644962795078754, "loss_rpn_cls": 0.04486446804367006, "loss_rpn_loc": 0.10608418053016067, "lr": 0.0001, "mask_rcnn/accuracy": 0.874217713989338, "mask_rcnn/false_negative": 0.10119208099289564, "mask_rcnn/false_positive": 0.14803314137746815, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1781892159488052, "total_loss": 0.9731364918407053} {"data_time": 0.011710635619238019, "eta_seconds": 90594.1769426316, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.42252024291497975, "fast_rcnn/fg_cls_accuracy": 0.5404683325475405, "iteration": 11679, "loss_box_reg": 0.286614328622818, "loss_cls": 0.2415138315409422, "loss_mask": 0.2909113820642233, "loss_rpn_cls": 0.04397604602854699, "loss_rpn_loc": 0.09265637118369341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8673096431555078, "mask_rcnn/false_negative": 0.12148386984337231, "mask_rcnn/false_positive": 0.15416982637609478, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1450343979522586, "total_loss": 0.9546748257707804} {"data_time": 0.013658903306350112, "eta_seconds": 90571.04257671162, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.45994850377098373, "fast_rcnn/fg_cls_accuracy": 0.5184190252209877, "iteration": 11699, "loss_box_reg": 0.2636571303009987, "loss_cls": 0.23141553811728954, "loss_mask": 0.2767786234617233, "loss_rpn_cls": 0.040674483170732856, "loss_rpn_loc": 0.07227814779616892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889297835368184, "mask_rcnn/false_negative": 0.09936107088895313, "mask_rcnn/false_positive": 0.1298439328614061, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1575710135512054, "total_loss": 0.9098929153988138} {"data_time": 0.012843056814745069, "eta_seconds": 90561.55788623728, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.39698729753978373, "fast_rcnn/fg_cls_accuracy": 0.5162327006181282, "iteration": 11719, "loss_box_reg": 0.2797177452594042, "loss_cls": 0.24452009052038193, "loss_mask": 0.29074368067085743, "loss_rpn_cls": 0.0463242600671947, "loss_rpn_loc": 0.09549031406641006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8689872276367812, "mask_rcnn/false_negative": 0.11695727083958546, "mask_rcnn/false_positive": 0.15683619300644366, "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": 1.1717528719455004, "total_loss": 0.967613254673779} {"data_time": 0.011548771522939205, "eta_seconds": 90547.6537446212, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4150149598178272, "fast_rcnn/fg_cls_accuracy": 0.5516180684308107, "iteration": 11739, "loss_box_reg": 0.27447658590972424, "loss_cls": 0.24364559166133404, "loss_mask": 0.288373040035367, "loss_rpn_cls": 0.04524949810001999, "loss_rpn_loc": 0.090695989318192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748790245581515, "mask_rcnn/false_negative": 0.10561481441153961, "mask_rcnn/false_positive": 0.1266326143835086, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1544497252907604, "total_loss": 0.9405821224208921} {"data_time": 0.013531066942960024, "eta_seconds": 90529.7236083448, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.4323633186884022, "fast_rcnn/fg_cls_accuracy": 0.5423230462152617, "iteration": 11759, "loss_box_reg": 0.2628508247435093, "loss_cls": 0.24555708095431328, "loss_mask": 0.27605392783880234, "loss_rpn_cls": 0.05040905438363552, "loss_rpn_loc": 0.08488781843334436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8721978144755758, "mask_rcnn/false_negative": 0.10114392168586384, "mask_rcnn/false_positive": 0.15505103799909625, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 1.1324576779734343, "total_loss": 0.967847696505487} {"data_time": 0.01188607164658606, "eta_seconds": 90444.69157886226, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.41322325421396633, "fast_rcnn/fg_cls_accuracy": 0.5519259386446886, "iteration": 11779, "loss_box_reg": 0.2501890826970339, "loss_cls": 0.22486784402281046, "loss_mask": 0.2773741427809, "loss_rpn_cls": 0.03770988108590245, "loss_rpn_loc": 0.07559886435046792, "lr": 0.0001, "mask_rcnn/accuracy": 0.881206545031972, "mask_rcnn/false_negative": 0.10370829358970918, "mask_rcnn/false_positive": 0.1419041561753281, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1496418309397995, "total_loss": 0.8834387520328164} {"data_time": 0.011814530938863754, "eta_seconds": 90421.5658586938, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.4262396694214876, "fast_rcnn/fg_cls_accuracy": 0.541986120290813, "iteration": 11799, "loss_box_reg": 0.2550208168104291, "loss_cls": 0.23972872085869312, "loss_mask": 0.2613901700824499, "loss_rpn_cls": 0.05379087757319212, "loss_rpn_loc": 0.08917499985545874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803398653343664, "mask_rcnn/false_negative": 0.10676482185181307, "mask_rcnn/false_positive": 0.12239193485683468, "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": 1.157855533529073, "total_loss": 0.902138349134475} {"data_time": 0.012500670505687594, "eta_seconds": 90374.29001611657, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3548697397351332, "fast_rcnn/fg_cls_accuracy": 0.5945697192820985, "iteration": 11819, "loss_box_reg": 0.24550648033618927, "loss_cls": 0.22689118050038815, "loss_mask": 0.2594193145632744, "loss_rpn_cls": 0.05173572828061879, "loss_rpn_loc": 0.07221844373270869, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822452575855233, "mask_rcnn/false_negative": 0.10096946105042859, "mask_rcnn/false_positive": 0.14141954623999883, "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": 1.134728531120345, "total_loss": 0.881090932758525} {"data_time": 0.01203962741419673, "eta_seconds": 90409.10201527178, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.4399902818270165, "fast_rcnn/fg_cls_accuracy": 0.507913995923279, "iteration": 11839, "loss_box_reg": 0.2658036798238754, "loss_cls": 0.23031174391508102, "loss_mask": 0.2829869333654642, "loss_rpn_cls": 0.04616942256689072, "loss_rpn_loc": 0.09698167908936739, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731843513719793, "mask_rcnn/false_negative": 0.10997292977554579, "mask_rcnn/false_positive": 0.15441296510222868, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1607694472186267, "total_loss": 0.9249179749749601} {"data_time": 0.01104422751814127, "eta_seconds": 90372.04494201578, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.46036205838520206, "fast_rcnn/fg_cls_accuracy": 0.4715200596367579, "iteration": 11859, "loss_box_reg": 0.2510038670152426, "loss_cls": 0.2262414894066751, "loss_mask": 0.2689225319772959, "loss_rpn_cls": 0.0485774208791554, "loss_rpn_loc": 0.079265549313277, "lr": 0.0001, "mask_rcnn/accuracy": 0.87236112164148, "mask_rcnn/false_negative": 0.10492810095977206, "mask_rcnn/false_positive": 0.1400099243326432, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1626666786614805, "total_loss": 0.8807319316547364} {"data_time": 0.012467753607779741, "eta_seconds": 90357.28559349664, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4048563680192849, "fast_rcnn/fg_cls_accuracy": 0.5574923637218046, "iteration": 11879, "loss_box_reg": 0.2758738026022911, "loss_cls": 0.24398630484938622, "loss_mask": 0.2865688391029835, "loss_rpn_cls": 0.04749037208966911, "loss_rpn_loc": 0.09033013600856066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751512604308944, "mask_rcnn/false_negative": 0.10395441171088664, "mask_rcnn/false_positive": 0.15216610040176126, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1515008744318038, "total_loss": 0.9502508922014385} {"data_time": 0.013519993284717202, "eta_seconds": 90362.5320400577, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.4466010733452594, "fast_rcnn/fg_cls_accuracy": 0.48411915565200236, "iteration": 11899, "loss_box_reg": 0.27815105579793453, "loss_cls": 0.24982983246445656, "loss_mask": 0.2861114926636219, "loss_rpn_cls": 0.051989535335451365, "loss_rpn_loc": 0.0926121158991009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8657876626626626, "mask_rcnn/false_negative": 0.10977874727312659, "mask_rcnn/false_positive": 0.14964166873128698, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 1.1745676640421152, "total_loss": 0.9799542875261977} {"data_time": 0.012250977102667093, "eta_seconds": 90330.17935305834, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.40566937152638594, "fast_rcnn/fg_cls_accuracy": 0.5557938580131792, "iteration": 11919, "loss_box_reg": 0.2637994149699807, "loss_cls": 0.23818210512399673, "loss_mask": 0.2676576282829046, "loss_rpn_cls": 0.04355257865972817, "loss_rpn_loc": 0.07579996390268207, "lr": 0.0001, "mask_rcnn/accuracy": 0.890946018559702, "mask_rcnn/false_negative": 0.09533268001406145, "mask_rcnn/false_positive": 0.1129251277340592, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.1490761695895344, "total_loss": 0.9185489865485579} {"data_time": 0.012036595493555069, "eta_seconds": 90369.92942277342, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.4250046065966464, "fast_rcnn/fg_cls_accuracy": 0.5301491098178313, "iteration": 11939, "loss_box_reg": 0.2887194864451885, "loss_cls": 0.2630021832883358, "loss_mask": 0.29169462993741035, "loss_rpn_cls": 0.048131875693798065, "loss_rpn_loc": 0.09258840745314956, "lr": 0.0001, "mask_rcnn/accuracy": 0.870469680488229, "mask_rcnn/false_negative": 0.1197283894790159, "mask_rcnn/false_positive": 0.14172984087143645, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1801040701102465, "total_loss": 0.9743273940403014} {"data_time": 0.012507843552157283, "eta_seconds": 90298.3081594482, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.39247587135843975, "fast_rcnn/fg_cls_accuracy": 0.5860917537746806, "iteration": 11959, "loss_box_reg": 0.25068025663495064, "loss_cls": 0.22906741313636303, "loss_mask": 0.2650921307504177, "loss_rpn_cls": 0.04374204250052571, "loss_rpn_loc": 0.07183289830572903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834188137366937, "mask_rcnn/false_negative": 0.10132905448774679, "mask_rcnn/false_positive": 0.14202987032549352, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1388199955690652, "total_loss": 0.8773896364727989} {"data_time": 0.012364490889012814, "eta_seconds": 90265.6757498905, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.4063347539713289, "fast_rcnn/fg_cls_accuracy": 0.5639520665199316, "iteration": 11979, "loss_box_reg": 0.2637704685330391, "loss_cls": 0.23897077795118093, "loss_mask": 0.2817690037190914, "loss_rpn_cls": 0.0456297779455781, "loss_rpn_loc": 0.08258091658353806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825959966544561, "mask_rcnn/false_negative": 0.10817147667422802, "mask_rcnn/false_positive": 0.13284291295506245, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.142796162283048, "total_loss": 0.904861707938835} {"data_time": 0.012789899948984385, "eta_seconds": 90252.02506966889, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.37550669872895914, "fast_rcnn/fg_cls_accuracy": 0.5853508903187191, "iteration": 11999, "loss_box_reg": 0.2774991784244776, "loss_cls": 0.24365353025496006, "loss_mask": 0.2688850350677967, "loss_rpn_cls": 0.0436364128254354, "loss_rpn_loc": 0.07771726092323661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853745332284069, "mask_rcnn/false_negative": 0.08999627157090705, "mask_rcnn/false_positive": 0.14579059908320124, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.1526551358401775, "total_loss": 0.8932110080495477} {"data_time": 0.010997042991220951, "eta_seconds": 90242.70617056172, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3414272261398975, "fast_rcnn/fg_cls_accuracy": 0.595100003515062, "iteration": 12019, "loss_box_reg": 0.286059956997633, "loss_cls": 0.2698932345956564, "loss_mask": 0.2789059057831764, "loss_rpn_cls": 0.047342208214104176, "loss_rpn_loc": 0.09041787055321038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8713331279427122, "mask_rcnn/false_negative": 0.10198264609571277, "mask_rcnn/false_positive": 0.1380866205757994, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1681388760916889, "total_loss": 0.9727363702841103} {"data_time": 0.012522637378424406, "eta_seconds": 90258.17653262056, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.4685427081653497, "fast_rcnn/fg_cls_accuracy": 0.5072265384141078, "iteration": 12039, "loss_box_reg": 0.26413487270474434, "loss_cls": 0.24252024851739407, "loss_mask": 0.27406049333512783, "loss_rpn_cls": 0.045328357722610235, "loss_rpn_loc": 0.0828215735964477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869144289547481, "mask_rcnn/false_negative": 0.09053968559205133, "mask_rcnn/false_positive": 0.1352663677637769, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1588941884692758, "total_loss": 0.8998808836331591} {"data_time": 0.011613702867180109, "eta_seconds": 90182.60043499991, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4337643488586885, "fast_rcnn/fg_cls_accuracy": 0.5051692943913155, "iteration": 12059, "loss_box_reg": 0.2661980763077736, "loss_cls": 0.2395910657942295, "loss_mask": 0.3000944387167692, "loss_rpn_cls": 0.04070676921401173, "loss_rpn_loc": 0.08674908941611648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8695648211492022, "mask_rcnn/false_negative": 0.1025433912954166, "mask_rcnn/false_positive": 0.16286730403453936, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1484819524921477, "total_loss": 0.9275776247959584} {"data_time": 0.012438442092388868, "eta_seconds": 90131.48962423205, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.4050162697612808, "fast_rcnn/fg_cls_accuracy": 0.5401858304297329, "iteration": 12079, "loss_box_reg": 0.27459273859858513, "loss_cls": 0.2648095265030861, "loss_mask": 0.2851841486990452, "loss_rpn_cls": 0.044434653129428625, "loss_rpn_loc": 0.08270624396391213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747842968075927, "mask_rcnn/false_negative": 0.09877432093168066, "mask_rcnn/false_positive": 0.15928254780436393, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1400692074093968, "total_loss": 0.9451124623883516} {"data_time": 0.012773742200806737, "eta_seconds": 90144.99053789768, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3879128002183406, "fast_rcnn/fg_cls_accuracy": 0.5844386347828172, "iteration": 12099, "loss_box_reg": 0.2711242586374283, "loss_cls": 0.24470101855695248, "loss_mask": 0.2653298173099756, "loss_rpn_cls": 0.04397919913753867, "loss_rpn_loc": 0.07311461539939046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739262805236546, "mask_rcnn/false_negative": 0.10259811400915422, "mask_rcnn/false_positive": 0.14328217012694772, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1636749650351703, "total_loss": 0.9171525738202035} {"data_time": 0.012852482497692108, "eta_seconds": 90103.7019661814, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3952226754699525, "fast_rcnn/fg_cls_accuracy": 0.5643079332162431, "iteration": 12119, "loss_box_reg": 0.2655014172196388, "loss_cls": 0.24370834045112133, "loss_mask": 0.28011417761445045, "loss_rpn_cls": 0.04493619850836694, "loss_rpn_loc": 0.07639280846342444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775222328514739, "mask_rcnn/false_negative": 0.10075948322477132, "mask_rcnn/false_positive": 0.14118917596592817, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.150792227126658, "total_loss": 0.9069932773709297} {"data_time": 0.012748974608257413, "eta_seconds": 90062.08652647212, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.4581072720350276, "fast_rcnn/fg_cls_accuracy": 0.503632249612957, "iteration": 12139, "loss_box_reg": 0.29028357937932014, "loss_cls": 0.241722809150815, "loss_mask": 0.2841844819486141, "loss_rpn_cls": 0.043379151029512286, "loss_rpn_loc": 0.086808588122949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8643813055564192, "mask_rcnn/false_negative": 0.1188386460614136, "mask_rcnn/false_positive": 0.13604848205226583, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.154236542293802, "total_loss": 0.9748675811570138} {"data_time": 0.011601135367527604, "eta_seconds": 90047.81848497689, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39585014796879203, "fast_rcnn/fg_cls_accuracy": 0.5928724053724054, "iteration": 12159, "loss_box_reg": 0.28536371141672134, "loss_cls": 0.26125166937708855, "loss_mask": 0.27918248064816, "loss_rpn_cls": 0.05387567123398185, "loss_rpn_loc": 0.09918604837730527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752298235103158, "mask_rcnn/false_negative": 0.10838762135560484, "mask_rcnn/false_positive": 0.14732050343772168, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.151357414200902, "total_loss": 1.0065418314188719} {"data_time": 0.013510546879842877, "eta_seconds": 90038.56905707158, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.4462630003037623, "fast_rcnn/fg_cls_accuracy": 0.5009073210594626, "iteration": 12179, "loss_box_reg": 0.27677234448492527, "loss_cls": 0.2526480369269848, "loss_mask": 0.279597332701087, "loss_rpn_cls": 0.04742002685088664, "loss_rpn_loc": 0.0778912955429405, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742866087536518, "mask_rcnn/false_negative": 0.10657891362363194, "mask_rcnn/false_positive": 0.14342262912303327, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1628295101691037, "total_loss": 0.9656909526092932} {"data_time": 0.011403253301978111, "eta_seconds": 90001.54519695789, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.3945177591158614, "fast_rcnn/fg_cls_accuracy": 0.5499378257533667, "iteration": 12199, "loss_box_reg": 0.2838240582495928, "loss_cls": 0.2647142577916384, "loss_mask": 0.2858813237398863, "loss_rpn_cls": 0.04660274996422231, "loss_rpn_loc": 0.08740681619383395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808219936609218, "mask_rcnn/false_negative": 0.09701903143267737, "mask_rcnn/false_positive": 0.1283114186770576, "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": 1.1567835910245776, "total_loss": 0.9724337902152911} {"data_time": 0.013916780008003116, "eta_seconds": 89928.01556663588, "fast_rcnn/cls_accuracy": 0.897705078125, "fast_rcnn/false_negative": 0.4354562441606976, "fast_rcnn/fg_cls_accuracy": 0.5407055482743557, "iteration": 12219, "loss_box_reg": 0.2787035405635834, "loss_cls": 0.24726538360118866, "loss_mask": 0.2905743010342121, "loss_rpn_cls": 0.049354642163962126, "loss_rpn_loc": 0.09452457656152546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8722710502690842, "mask_rcnn/false_negative": 0.11483828842336682, "mask_rcnn/false_positive": 0.14578995915581036, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 1.1540741559583694, "total_loss": 0.9563438906334341} {"data_time": 0.011472808197140694, "eta_seconds": 89911.21654137969, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.38610819327731094, "fast_rcnn/fg_cls_accuracy": 0.5940720419847327, "iteration": 12239, "loss_box_reg": 0.2636655569076538, "loss_cls": 0.24084773194044828, "loss_mask": 0.27761828899383545, "loss_rpn_cls": 0.044710559537634254, "loss_rpn_loc": 0.08640185231342912, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832083123155621, "mask_rcnn/false_negative": 0.10634631072257751, "mask_rcnn/false_positive": 0.12377378237538737, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.1530440251808614, "total_loss": 0.9248582990840077} {"data_time": 0.012200921541079879, "eta_seconds": 89871.96422776207, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.40407579062159216, "fast_rcnn/fg_cls_accuracy": 0.5345225666559589, "iteration": 12259, "loss_box_reg": 0.2692590458318591, "loss_cls": 0.23588379099965096, "loss_mask": 0.2766777519136667, "loss_rpn_cls": 0.05057677801232785, "loss_rpn_loc": 0.09126835409551859, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697239941756802, "mask_rcnn/false_negative": 0.11639943724326618, "mask_rcnn/false_positive": 0.13480322448632542, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1560856313444674, "total_loss": 0.9074382374528795} {"data_time": 0.012835896806791425, "eta_seconds": 89839.00311212987, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4035722979552093, "fast_rcnn/fg_cls_accuracy": 0.5286027263875366, "iteration": 12279, "loss_box_reg": 0.2573061268776655, "loss_cls": 0.2424909109249711, "loss_mask": 0.28273196518421173, "loss_rpn_cls": 0.04660874092951417, "loss_rpn_loc": 0.09054118162021041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742333391354611, "mask_rcnn/false_negative": 0.1033242857692753, "mask_rcnn/false_positive": 0.14484165571988006, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.121088283834979, "total_loss": 0.9214650131762028} {"data_time": 0.012759633595123887, "eta_seconds": 89809.25065891352, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3838369465859506, "fast_rcnn/fg_cls_accuracy": 0.5544279574614925, "iteration": 12299, "loss_box_reg": 0.26029602997004986, "loss_cls": 0.24268555268645287, "loss_mask": 0.26883762143552303, "loss_rpn_cls": 0.045315423514693975, "loss_rpn_loc": 0.07521809358149767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869504207069567, "mask_rcnn/false_negative": 0.09337484899439374, "mask_rcnn/false_positive": 0.1252403034394906, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1442112028598785, "total_loss": 0.8878044672310352} {"data_time": 0.011900410987436771, "eta_seconds": 89818.71528979391, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4481621521105808, "fast_rcnn/fg_cls_accuracy": 0.5251304733773091, "iteration": 12319, "loss_box_reg": 0.2736004404723644, "loss_cls": 0.2547660320997238, "loss_mask": 0.2831728272140026, "loss_rpn_cls": 0.050497714430093765, "loss_rpn_loc": 0.08163131517358124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8711552416477533, "mask_rcnn/false_negative": 0.11736869221074055, "mask_rcnn/false_positive": 0.13630732861181233, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1698557282797992, "total_loss": 0.9881818030262366} {"data_time": 0.01298308651894331, "eta_seconds": 89779.4795720093, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.36692583732057416, "fast_rcnn/fg_cls_accuracy": 0.5612731275128714, "iteration": 12339, "loss_box_reg": 0.26654220186173916, "loss_cls": 0.22707965038716793, "loss_mask": 0.27322614192962646, "loss_rpn_cls": 0.043329575099051, "loss_rpn_loc": 0.079811398871243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849460904756934, "mask_rcnn/false_negative": 0.10211351276978216, "mask_rcnn/false_positive": 0.11994326404770714, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.149392863502726, "total_loss": 0.8801220958412159} {"data_time": 0.012141562532633543, "eta_seconds": 89793.00445980392, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.34899726124215924, "fast_rcnn/fg_cls_accuracy": 0.6042991141219385, "iteration": 12359, "loss_box_reg": 0.2781604779884219, "loss_cls": 0.2545090578496456, "loss_mask": 0.2795352451503277, "loss_rpn_cls": 0.04538291256176308, "loss_rpn_loc": 0.08809864521026611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871330841768634, "mask_rcnn/false_negative": 0.09095277895656981, "mask_rcnn/false_positive": 0.13880486060432787, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1738987332209945, "total_loss": 0.9514911277219653} {"data_time": 0.011937348637729883, "eta_seconds": 89820.49144509714, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.4419530823786143, "fast_rcnn/fg_cls_accuracy": 0.5210998798331802, "iteration": 12379, "loss_box_reg": 0.2862527798861265, "loss_cls": 0.25225433986634016, "loss_mask": 0.28710479848086834, "loss_rpn_cls": 0.050579101080074906, "loss_rpn_loc": 0.08682144869817421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8765846536644686, "mask_rcnn/false_negative": 0.10534712776306739, "mask_rcnn/false_positive": 0.13592042516599437, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.172475456027314, "total_loss": 0.9725416819564998} {"data_time": 0.012338964967057109, "eta_seconds": 89851.88271161169, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.4106002554278416, "fast_rcnn/fg_cls_accuracy": 0.5336134453781513, "iteration": 12399, "loss_box_reg": 0.2795235142111778, "loss_cls": 0.2584523018449545, "loss_mask": 0.287234079092741, "loss_rpn_cls": 0.043246511835604906, "loss_rpn_loc": 0.07955302717164159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8745710218704589, "mask_rcnn/false_negative": 0.11495186955321712, "mask_rcnn/false_positive": 0.14023098172085602, "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": 1.1646853925194591, "total_loss": 0.956361000193283} {"data_time": 0.012157651828601956, "eta_seconds": 89832.50449421816, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.42656050955414015, "fast_rcnn/fg_cls_accuracy": 0.5344706440603726, "iteration": 12419, "loss_box_reg": 0.2972457967698574, "loss_cls": 0.2613669540733099, "loss_mask": 0.28490594401955605, "loss_rpn_cls": 0.04757600254379213, "loss_rpn_loc": 0.08751965337432921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768588922058109, "mask_rcnn/false_negative": 0.1056310278473806, "mask_rcnn/false_positive": 0.15700291693635998, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1661327134352177, "total_loss": 0.98891826486215} {"data_time": 0.012237952090799809, "eta_seconds": 89807.87005409598, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3648827952233525, "fast_rcnn/fg_cls_accuracy": 0.5866977543256842, "iteration": 12439, "loss_box_reg": 0.2794668860733509, "loss_cls": 0.23764551803469658, "loss_mask": 0.2861080802977085, "loss_rpn_cls": 0.051102931844070554, "loss_rpn_loc": 0.0853976639918983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846369154285461, "mask_rcnn/false_negative": 0.10082575365868124, "mask_rcnn/false_positive": 0.14778164690159154, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.149889322463423, "total_loss": 0.9207942397333682} {"data_time": 0.012365437345579267, "eta_seconds": 89782.4096064223, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.366824717593516, "fast_rcnn/fg_cls_accuracy": 0.5914821882951653, "iteration": 12459, "loss_box_reg": 0.2648330722004175, "loss_cls": 0.2382610160857439, "loss_mask": 0.27270789071917534, "loss_rpn_cls": 0.043064870638772845, "loss_rpn_loc": 0.08046350767835975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795165918939092, "mask_rcnn/false_negative": 0.09787085547272481, "mask_rcnn/false_positive": 0.13009453542969113, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1676631371956319, "total_loss": 0.9086782038211823} {"data_time": 0.01172478636726737, "eta_seconds": 89744.6270271577, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.40967140591525, "fast_rcnn/fg_cls_accuracy": 0.5454667251291045, "iteration": 12479, "loss_box_reg": 0.2579015213996172, "loss_cls": 0.22930912766605616, "loss_mask": 0.2769040148705244, "loss_rpn_cls": 0.041833530412986875, "loss_rpn_loc": 0.07579456735402346, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748060161564626, "mask_rcnn/false_negative": 0.10226214609240131, "mask_rcnn/false_positive": 0.1422052796252268, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.1543066906742752, "total_loss": 0.8891247077845037} {"data_time": 0.01188366487622261, "eta_seconds": 89715.00413608737, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.40834132140448043, "fast_rcnn/fg_cls_accuracy": 0.5621984956217563, "iteration": 12499, "loss_box_reg": 0.2663752567023039, "loss_cls": 0.24052594881504774, "loss_mask": 0.2705424502491951, "loss_rpn_cls": 0.0419037836836651, "loss_rpn_loc": 0.0801740288734436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782554688542084, "mask_rcnn/false_negative": 0.09741008817239007, "mask_rcnn/false_positive": 0.15904118837100795, "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": 1.16811066493392, "total_loss": 0.9213498523458838} {"data_time": 0.013640932971611619, "eta_seconds": 89691.85187695548, "fast_rcnn/cls_accuracy": 0.906982421875, "fast_rcnn/false_negative": 0.3780541654400942, "fast_rcnn/fg_cls_accuracy": 0.5685654008438819, "iteration": 12519, "loss_box_reg": 0.2799643035978079, "loss_cls": 0.24131236597895622, "loss_mask": 0.28173568844795227, "loss_rpn_cls": 0.05056958016939461, "loss_rpn_loc": 0.09092238056473434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751007593510027, "mask_rcnn/false_negative": 0.10933722898702651, "mask_rcnn/false_positive": 0.14035749957320903, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1702413309831172, "total_loss": 0.9245364554226398} {"data_time": 0.013298628153279424, "eta_seconds": 89697.59802673012, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.40224792666957665, "fast_rcnn/fg_cls_accuracy": 0.5583490467211397, "iteration": 12539, "loss_box_reg": 0.2690467508509755, "loss_cls": 0.2567637637257576, "loss_mask": 0.2664994951337576, "loss_rpn_cls": 0.04429306462407112, "loss_rpn_loc": 0.07799223577603698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736355784452146, "mask_rcnn/false_negative": 0.10011301148118451, "mask_rcnn/false_positive": 0.15644494181143684, "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": 1.1596419936977327, "total_loss": 0.9146485421806574} {"data_time": 0.013151845196262002, "eta_seconds": 89741.15864798427, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.42750601346532735, "fast_rcnn/fg_cls_accuracy": 0.5217031342400946, "iteration": 12559, "loss_box_reg": 0.2997341174632311, "loss_cls": 0.2692029718309641, "loss_mask": 0.29460882395505905, "loss_rpn_cls": 0.050664182752370834, "loss_rpn_loc": 0.0920212110504508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8679619900452153, "mask_rcnn/false_negative": 0.09728207843944399, "mask_rcnn/false_positive": 0.1507913452023108, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1491555534303188, "total_loss": 0.996998634072952} {"data_time": 0.011553110554814339, "eta_seconds": 89695.99453684408, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3849088787144268, "fast_rcnn/fg_cls_accuracy": 0.5679745637904634, "iteration": 12579, "loss_box_reg": 0.27291608043015003, "loss_cls": 0.23696492798626423, "loss_mask": 0.2739440891891718, "loss_rpn_cls": 0.04295188677497208, "loss_rpn_loc": 0.07980754878371954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784683554272773, "mask_rcnn/false_negative": 0.10737447285587223, "mask_rcnn/false_positive": 0.1458790252636562, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1593431977089494, "total_loss": 0.9211275007110089} {"data_time": 0.012981713050976396, "eta_seconds": 89694.80474372394, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.45744705026815746, "fast_rcnn/fg_cls_accuracy": 0.494468414647638, "iteration": 12599, "loss_box_reg": 0.2930729705840349, "loss_cls": 0.25746222399175167, "loss_mask": 0.2755055967718363, "loss_rpn_cls": 0.04890662292018533, "loss_rpn_loc": 0.08561896136961877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8685030652612536, "mask_rcnn/false_negative": 0.11168110725229385, "mask_rcnn/false_positive": 0.13785233046656192, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1635613986290991, "total_loss": 0.9651758901309222} {"data_time": 0.01195172080770135, "eta_seconds": 89671.68090404477, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36707429931253305, "fast_rcnn/fg_cls_accuracy": 0.6070346241788553, "iteration": 12619, "loss_box_reg": 0.2578502558171749, "loss_cls": 0.23179574310779572, "loss_mask": 0.2688173595815897, "loss_rpn_cls": 0.03947391494875774, "loss_rpn_loc": 0.08109245169907808, "lr": 0.0001, "mask_rcnn/accuracy": 0.873320698238973, "mask_rcnn/false_negative": 0.11296461297915442, "mask_rcnn/false_positive": 0.13127821015063054, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.161009371979162, "total_loss": 0.8890800011577085} {"data_time": 0.01223017368465662, "eta_seconds": 89690.07343007252, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.41107047872340424, "fast_rcnn/fg_cls_accuracy": 0.5511635638297873, "iteration": 12639, "loss_box_reg": 0.27976257912814617, "loss_cls": 0.25757696107029915, "loss_mask": 0.2698462549597025, "loss_rpn_cls": 0.04782725777477026, "loss_rpn_loc": 0.08723931736312807, "lr": 0.0001, "mask_rcnn/accuracy": 0.8761258341560256, "mask_rcnn/false_negative": 0.09832460027297257, "mask_rcnn/false_positive": 0.15129997266768352, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1689027664251626, "total_loss": 0.9564207019284368} {"data_time": 0.01186608849093318, "eta_seconds": 89626.99625054374, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.37550670123799434, "fast_rcnn/fg_cls_accuracy": 0.5715937854586716, "iteration": 12659, "loss_box_reg": 0.2680271342396736, "loss_cls": 0.22449437715113163, "loss_mask": 0.28768908604979515, "loss_rpn_cls": 0.0502983876504004, "loss_rpn_loc": 0.08308799937367439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8738522888227337, "mask_rcnn/false_negative": 0.10388439195782888, "mask_rcnn/false_positive": 0.14771123865560148, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1613041895907372, "total_loss": 0.9143322741147131} {"data_time": 0.012358648236840963, "eta_seconds": 89643.69800430723, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4058074447243213, "fast_rcnn/fg_cls_accuracy": 0.5693753148614609, "iteration": 12679, "loss_box_reg": 0.2565707862377167, "loss_cls": 0.22268122620880604, "loss_mask": 0.2693003583699465, "loss_rpn_cls": 0.050544103840366006, "loss_rpn_loc": 0.08071465604007244, "lr": 0.0001, "mask_rcnn/accuracy": 0.884361449095345, "mask_rcnn/false_negative": 0.10627676235691212, "mask_rcnn/false_positive": 0.13537029506195408, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1649389434605837, "total_loss": 0.8688919811975211} {"data_time": 0.012929041404277086, "eta_seconds": 89599.45121738128, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.4263329263329263, "fast_rcnn/fg_cls_accuracy": 0.5681725681725682, "iteration": 12699, "loss_box_reg": 0.2704432047903538, "loss_cls": 0.25108686462044716, "loss_mask": 0.27634609304368496, "loss_rpn_cls": 0.044424736057408154, "loss_rpn_loc": 0.07495267980266362, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856165836150571, "mask_rcnn/false_negative": 0.09645680454957997, "mask_rcnn/false_positive": 0.14666586823697145, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1522467653267086, "total_loss": 0.914796412922442} {"data_time": 0.01197639456950128, "eta_seconds": 89549.55282881856, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3429824561403509, "fast_rcnn/fg_cls_accuracy": 0.6464912280701754, "iteration": 12719, "loss_box_reg": 0.2739918176084757, "loss_cls": 0.23208790086209774, "loss_mask": 0.27262543700635433, "loss_rpn_cls": 0.04610331985168159, "loss_rpn_loc": 0.07411445863544941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920089216242053, "mask_rcnn/false_negative": 0.09907822536005675, "mask_rcnn/false_positive": 0.11381519588294207, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.1743566754739732, "total_loss": 0.8891434695106} {"data_time": 0.01060361205600202, "eta_seconds": 89542.19607598614, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.43915248691099473, "fast_rcnn/fg_cls_accuracy": 0.5488547120418847, "iteration": 12739, "loss_box_reg": 0.2494916394352913, "loss_cls": 0.22564107738435268, "loss_mask": 0.27712057530879974, "loss_rpn_cls": 0.04428625630680472, "loss_rpn_loc": 0.08674895809963346, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862712494120956, "mask_rcnn/false_negative": 0.11194802494682268, "mask_rcnn/false_positive": 0.13589740134873096, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1651459336280823, "total_loss": 0.837821748573333} {"data_time": 0.010784176643937826, "eta_seconds": 89561.744505791, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.39059957223229647, "fast_rcnn/fg_cls_accuracy": 0.5846227577707792, "iteration": 12759, "loss_box_reg": 0.25123246386647224, "loss_cls": 0.22661028429865837, "loss_mask": 0.27518355287611485, "loss_rpn_cls": 0.0372056127525866, "loss_rpn_loc": 0.06480170506983995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898682206399042, "mask_rcnn/false_negative": 0.07775846109098544, "mask_rcnn/false_positive": 0.1262930945787485, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1717348310630769, "total_loss": 0.8636262618238106} {"data_time": 0.010986889246851206, "eta_seconds": 89576.23219636269, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3870232172470979, "fast_rcnn/fg_cls_accuracy": 0.601109711184338, "iteration": 12779, "loss_box_reg": 0.26116872020065784, "loss_cls": 0.22089585661888123, "loss_mask": 0.2790719252079725, "loss_rpn_cls": 0.038323169806972146, "loss_rpn_loc": 0.0715437768958509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788325764189974, "mask_rcnn/false_negative": 0.10877605950784036, "mask_rcnn/false_positive": 0.12709663757613646, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1458730560261756, "total_loss": 0.8451860160566866} {"data_time": 0.011649885447695851, "eta_seconds": 89538.09179086238, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3714714995251218, "fast_rcnn/fg_cls_accuracy": 0.5839353463957175, "iteration": 12799, "loss_box_reg": 0.2691338509321213, "loss_cls": 0.2344493055716157, "loss_mask": 0.28283934853971004, "loss_rpn_cls": 0.045766864670440555, "loss_rpn_loc": 0.07846372039057314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867952544108916, "mask_rcnn/false_negative": 0.10107699289751329, "mask_rcnn/false_positive": 0.12708337601191147, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1555521914269775, "total_loss": 0.9306635609827936} {"data_time": 0.01295930566266179, "eta_seconds": 89514.89539402537, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4436586515794436, "fast_rcnn/fg_cls_accuracy": 0.5212803472128035, "iteration": 12819, "loss_box_reg": 0.24785652663558722, "loss_cls": 0.22659658268094063, "loss_mask": 0.27261739410459995, "loss_rpn_cls": 0.04804968449752778, "loss_rpn_loc": 0.08106807060539722, "lr": 0.0001, "mask_rcnn/accuracy": 0.878773099145745, "mask_rcnn/false_negative": 0.11186323370624016, "mask_rcnn/false_positive": 0.13735803587356032, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1529718993697315, "total_loss": 0.8708860140759498} {"data_time": 0.012789229396730661, "eta_seconds": 89426.29885093309, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3772875816993464, "fast_rcnn/fg_cls_accuracy": 0.5962418300653595, "iteration": 12839, "loss_box_reg": 0.2514390889555216, "loss_cls": 0.2144199563190341, "loss_mask": 0.27352096885442734, "loss_rpn_cls": 0.03937699145171791, "loss_rpn_loc": 0.06610618578270078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888918112256239, "mask_rcnn/false_negative": 0.08535324296153735, "mask_rcnn/false_positive": 0.14406583010438967, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1181964839342982, "total_loss": 0.8364388906629756} {"data_time": 0.012376329395920038, "eta_seconds": 89395.15129512176, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.38423928674144375, "fast_rcnn/fg_cls_accuracy": 0.5796344374188686, "iteration": 12859, "loss_box_reg": 0.2692594211548567, "loss_cls": 0.24111595749855042, "loss_mask": 0.2699428200721741, "loss_rpn_cls": 0.04576874047052115, "loss_rpn_loc": 0.08573318342678249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849917365566629, "mask_rcnn/false_negative": 0.102037466762228, "mask_rcnn/false_positive": 0.1322031394799822, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.142109395004809, "total_loss": 0.916656464105472} {"data_time": 0.011776186991482973, "eta_seconds": 89401.00316442549, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.39292487837057805, "fast_rcnn/fg_cls_accuracy": 0.536684670569803, "iteration": 12879, "loss_box_reg": 0.2786002364009619, "loss_cls": 0.23445196822285652, "loss_mask": 0.28178620897233486, "loss_rpn_cls": 0.04386858071666211, "loss_rpn_loc": 0.08283371664583683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811815738780142, "mask_rcnn/false_negative": 0.10835192504640614, "mask_rcnn/false_positive": 0.13221253643616684, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1775301699526608, "total_loss": 0.9435824116226286} {"data_time": 0.010984815889969468, "eta_seconds": 89300.8026151685, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4011692951748529, "fast_rcnn/fg_cls_accuracy": 0.5338639242468532, "iteration": 12899, "loss_box_reg": 0.24161978252232075, "loss_cls": 0.2194468779489398, "loss_mask": 0.2838800512254238, "loss_rpn_cls": 0.04239570535719395, "loss_rpn_loc": 0.07836492033675313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867718962585034, "mask_rcnn/false_negative": 0.09437310031195285, "mask_rcnn/false_positive": 0.1461538231715841, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1514738565310836, "total_loss": 0.8865316973533481} {"data_time": 0.01154257170855999, "eta_seconds": 89277.63768582605, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.47162499257587454, "fast_rcnn/fg_cls_accuracy": 0.5097311842002142, "iteration": 12919, "loss_box_reg": 0.237915663048625, "loss_cls": 0.23048402555286884, "loss_mask": 0.2740358430892229, "loss_rpn_cls": 0.044929642346687615, "loss_rpn_loc": 0.07927908841520548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8694638387891308, "mask_rcnn/false_negative": 0.10997328467768126, "mask_rcnn/false_positive": 0.1494188993980603, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.156211964553222, "total_loss": 0.8745936681516469} {"data_time": 0.01188878365792334, "eta_seconds": 89212.08667070139, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4340438109259631, "fast_rcnn/fg_cls_accuracy": 0.5470436236510108, "iteration": 12939, "loss_box_reg": 0.2623246796429157, "loss_cls": 0.22080343775451183, "loss_mask": 0.26459153927862644, "loss_rpn_cls": 0.05006312532350421, "loss_rpn_loc": 0.09723444702103734, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767153727882337, "mask_rcnn/false_negative": 0.11592465921155258, "mask_rcnn/false_positive": 0.13385816062176537, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.155620429199189, "total_loss": 0.9089390602894127} {"data_time": 0.0115903215482831, "eta_seconds": 89213.60522769392, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.39233451763801525, "fast_rcnn/fg_cls_accuracy": 0.5666614383185633, "iteration": 12959, "loss_box_reg": 0.25654742307960987, "loss_cls": 0.23441746179014444, "loss_mask": 0.28796699456870556, "loss_rpn_cls": 0.04267959389835596, "loss_rpn_loc": 0.07328733615577221, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753313920753399, "mask_rcnn/false_negative": 0.11363380494394781, "mask_rcnn/false_positive": 0.14498545687422515, "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": 1.169368498492986, "total_loss": 0.9097313340753317} {"data_time": 0.012247612234205008, "eta_seconds": 89236.5363621572, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.42258980006777364, "fast_rcnn/fg_cls_accuracy": 0.552299331103679, "iteration": 12979, "loss_box_reg": 0.2656570915132761, "loss_cls": 0.24157843552529812, "loss_mask": 0.28165106661617756, "loss_rpn_cls": 0.043147239834070206, "loss_rpn_loc": 0.08319503581151366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770768153076208, "mask_rcnn/false_negative": 0.09908211926089083, "mask_rcnn/false_positive": 0.14304311547303916, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1525366064161062, "total_loss": 0.9396268678829074} {"data_time": 0.01212403061799705, "eta_seconds": 89240.86329084821, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.403786941580756, "fast_rcnn/fg_cls_accuracy": 0.5394527938342968, "iteration": 12999, "loss_box_reg": 0.26522856391966343, "loss_cls": 0.24916008301079273, "loss_mask": 0.28020256757736206, "loss_rpn_cls": 0.04592240275815129, "loss_rpn_loc": 0.08189616445451975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810580328773783, "mask_rcnn/false_negative": 0.09576516600098925, "mask_rcnn/false_positive": 0.1538292230508348, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.170682260999456, "total_loss": 0.9396825167350471} {"data_time": 0.013208180898800492, "eta_seconds": 89201.92257715389, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.4294590643274854, "fast_rcnn/fg_cls_accuracy": 0.5413000166030217, "iteration": 13019, "loss_box_reg": 0.2617678679525852, "loss_cls": 0.23463529720902443, "loss_mask": 0.28377316892147064, "loss_rpn_cls": 0.0476925044786185, "loss_rpn_loc": 0.08985340688377619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789861168796843, "mask_rcnn/false_negative": 0.10154239749251787, "mask_rcnn/false_positive": 0.13744034770191757, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1562567430082709, "total_loss": 0.959516083355993} {"data_time": 0.011984062846750021, "eta_seconds": 89178.74722704291, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.39445988044118885, "fast_rcnn/fg_cls_accuracy": 0.5698672356567094, "iteration": 13039, "loss_box_reg": 0.26130955293774605, "loss_cls": 0.22141210176050663, "loss_mask": 0.28155207447707653, "loss_rpn_cls": 0.044226816040463746, "loss_rpn_loc": 0.08420665375888348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8710764943232195, "mask_rcnn/false_negative": 0.11065816368625997, "mask_rcnn/false_positive": 0.1369257075850293, "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": 1.1599681940861046, "total_loss": 0.8943689839215949} {"data_time": 0.012341864872723818, "eta_seconds": 89171.20111640543, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.4379743833017078, "fast_rcnn/fg_cls_accuracy": 0.5252984059832289, "iteration": 13059, "loss_box_reg": 0.26105653308331966, "loss_cls": 0.23087189067155123, "loss_mask": 0.28203618712723255, "loss_rpn_cls": 0.046177111798897386, "loss_rpn_loc": 0.08269559219479561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859852317295438, "mask_rcnn/false_negative": 0.09163579656635099, "mask_rcnn/false_positive": 0.13296851904829204, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1552621920127422, "total_loss": 0.9204648492741399} {"data_time": 0.011514510959386826, "eta_seconds": 89168.22004646994, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.44146420661748786, "fast_rcnn/fg_cls_accuracy": 0.5027928982847016, "iteration": 13079, "loss_box_reg": 0.25644279457628727, "loss_cls": 0.23264056630432606, "loss_mask": 0.2767939455807209, "loss_rpn_cls": 0.03957543126307428, "loss_rpn_loc": 0.0863758975174278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774259645834461, "mask_rcnn/false_negative": 0.11095840708031324, "mask_rcnn/false_positive": 0.13307300855301443, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1540056560188532, "total_loss": 0.8929040238726884} {"data_time": 0.012329033110290766, "eta_seconds": 89129.0291919373, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.41549228718339365, "fast_rcnn/fg_cls_accuracy": 0.5680555555555555, "iteration": 13099, "loss_box_reg": 0.2588226143270731, "loss_cls": 0.24171417765319347, "loss_mask": 0.27771944366395473, "loss_rpn_cls": 0.04112323955632746, "loss_rpn_loc": 0.07633196515962481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779556375083533, "mask_rcnn/false_negative": 0.11297756477116491, "mask_rcnn/false_positive": 0.14427351567479818, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1648568818345666, "total_loss": 0.9136934774578549} {"data_time": 0.01247170427814126, "eta_seconds": 89143.95758192986, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3939252336448598, "fast_rcnn/fg_cls_accuracy": 0.5552934525644979, "iteration": 13119, "loss_box_reg": 0.2839790787547827, "loss_cls": 0.2523119878023863, "loss_mask": 0.2863475624471903, "loss_rpn_cls": 0.04225750360637903, "loss_rpn_loc": 0.08428600756451488, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809272100624471, "mask_rcnn/false_negative": 0.1006358826706788, "mask_rcnn/false_positive": 0.14757634133822226, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 1.1722836915869266, "total_loss": 0.9487825077958405} {"data_time": 0.011310474947094917, "eta_seconds": 89098.66605267394, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.4199197571025808, "fast_rcnn/fg_cls_accuracy": 0.5537564551057804, "iteration": 13139, "loss_box_reg": 0.26648740470409393, "loss_cls": 0.23953859694302082, "loss_mask": 0.28056713566184044, "loss_rpn_cls": 0.05276540853083134, "loss_rpn_loc": 0.0902998368255794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8717576130502795, "mask_rcnn/false_negative": 0.11690312279387947, "mask_rcnn/false_positive": 0.14202157860539372, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1488803729880601, "total_loss": 0.927854296984151} {"data_time": 0.012178353499621153, "eta_seconds": 89055.3040523082, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.41816360816748516, "fast_rcnn/fg_cls_accuracy": 0.5561742386912387, "iteration": 13159, "loss_box_reg": 0.27730917558074, "loss_cls": 0.2488392200320959, "loss_mask": 0.2768897321075201, "loss_rpn_cls": 0.04592614830471575, "loss_rpn_loc": 0.08230759669095278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806542260144072, "mask_rcnn/false_negative": 0.10337256250961907, "mask_rcnn/false_positive": 0.14552537636470908, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1499635681975633, "total_loss": 0.9244535632897168} {"data_time": 0.010813812958076596, "eta_seconds": 89032.12463948876, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.37476371514134615, "fast_rcnn/fg_cls_accuracy": 0.5612585521959832, "iteration": 13179, "loss_box_reg": 0.2841419540345669, "loss_cls": 0.2314794696867466, "loss_mask": 0.27158006466925144, "loss_rpn_cls": 0.045353604946285486, "loss_rpn_loc": 0.0858410531654954, "lr": 0.0001, "mask_rcnn/accuracy": 0.876898822946187, "mask_rcnn/false_negative": 0.1042074984227313, "mask_rcnn/false_positive": 0.14482052441768645, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.1631206162273884, "total_loss": 0.933486599009484} {"data_time": 0.013201050693169236, "eta_seconds": 89013.12668323517, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4117592401404088, "fast_rcnn/fg_cls_accuracy": 0.539655172413793, "iteration": 13199, "loss_box_reg": 0.24836797639727592, "loss_cls": 0.23448574729263783, "loss_mask": 0.2588713187724352, "loss_rpn_cls": 0.03497663210146129, "loss_rpn_loc": 0.08039005380123854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827668086831901, "mask_rcnn/false_negative": 0.10281537029010154, "mask_rcnn/false_positive": 0.1270337703511406, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.160108215874061, "total_loss": 0.882219027262181} {"data_time": 0.012138071935623884, "eta_seconds": 89005.92739427928, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3982380952380952, "fast_rcnn/fg_cls_accuracy": 0.580401766004415, "iteration": 13219, "loss_box_reg": 0.2593226404860616, "loss_cls": 0.229975544847548, "loss_mask": 0.2832787036895752, "loss_rpn_cls": 0.04065779526717961, "loss_rpn_loc": 0.07640612218528986, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773663991965615, "mask_rcnn/false_negative": 0.09824208597190633, "mask_rcnn/false_positive": 0.1502255547833386, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.1576758462470025, "total_loss": 0.9117464562878013} {"data_time": 0.012189736124128103, "eta_seconds": 89005.34411975183, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3655348876714656, "fast_rcnn/fg_cls_accuracy": 0.5742609663064209, "iteration": 13239, "loss_box_reg": 0.2594031784683466, "loss_cls": 0.2501039430499077, "loss_mask": 0.27708450704813004, "loss_rpn_cls": 0.04503354651387781, "loss_rpn_loc": 0.0770923113450408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936632018052367, "mask_rcnn/false_negative": 0.10056658147250477, "mask_rcnn/false_positive": 0.12778675959551475, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.156535339076072, "total_loss": 0.9201954887248576} {"data_time": 0.01366224535740912, "eta_seconds": 88982.15356630739, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.37642140468227425, "fast_rcnn/fg_cls_accuracy": 0.587351006238924, "iteration": 13259, "loss_box_reg": 0.25774854607880116, "loss_cls": 0.22327575646340847, "loss_mask": 0.27039989829063416, "loss_rpn_cls": 0.038646230823360384, "loss_rpn_loc": 0.08109759958460927, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859826501022945, "mask_rcnn/false_negative": 0.09077937027892433, "mask_rcnn/false_positive": 0.12363789581381568, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.1589905528817326, "total_loss": 0.8850923180580139} {"data_time": 0.012681636959314346, "eta_seconds": 88960.44894499704, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.42879661322284274, "fast_rcnn/fg_cls_accuracy": 0.5409586959524797, "iteration": 13279, "loss_box_reg": 0.2821154370903969, "loss_cls": 0.2667961046099663, "loss_mask": 0.28926652669906616, "loss_rpn_cls": 0.05211806367151439, "loss_rpn_loc": 0.0820251191034913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8689782283308192, "mask_rcnn/false_negative": 0.1209773840941217, "mask_rcnn/false_positive": 0.1468465475251048, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1471580117940903, "total_loss": 0.9813014338724315} {"data_time": 0.012299923924729228, "eta_seconds": 88935.77245941851, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4038491806719015, "fast_rcnn/fg_cls_accuracy": 0.5755624140501161, "iteration": 13299, "loss_box_reg": 0.26972548849880695, "loss_cls": 0.2236608024686575, "loss_mask": 0.27584973350167274, "loss_rpn_cls": 0.04014309705235064, "loss_rpn_loc": 0.09122510440647602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854812257435025, "mask_rcnn/false_negative": 0.10129197103510248, "mask_rcnn/false_positive": 0.13796341113559973, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.140700903488323, "total_loss": 0.8749296399764717} {"data_time": 0.012645775219425559, "eta_seconds": 88912.58190597408, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4165539709859848, "fast_rcnn/fg_cls_accuracy": 0.5530939648586708, "iteration": 13319, "loss_box_reg": 0.2733845766633749, "loss_cls": 0.24981764145195484, "loss_mask": 0.27534755412489176, "loss_rpn_cls": 0.04861165978945792, "loss_rpn_loc": 0.08681273809634149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8746220847061184, "mask_rcnn/false_negative": 0.10200151512430924, "mask_rcnn/false_positive": 0.13879941376071636, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.178114484762773, "total_loss": 0.9536204324103892} {"data_time": 0.0120954648591578, "eta_seconds": 88888.86301028542, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.41558910252472514, "fast_rcnn/fg_cls_accuracy": 0.521540067778044, "iteration": 13339, "loss_box_reg": 0.26374404691159725, "loss_cls": 0.2461334173567593, "loss_mask": 0.27613379433751106, "loss_rpn_cls": 0.04620181908831, "loss_rpn_loc": 0.08478633826598525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8735527267093576, "mask_rcnn/false_negative": 0.10867487772354217, "mask_rcnn/false_positive": 0.14742640010207617, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1525944804307073, "total_loss": 0.910714905243367} {"data_time": 0.012377298204228282, "eta_seconds": 88807.94162526727, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.4129516769181574, "fast_rcnn/fg_cls_accuracy": 0.5433625964352222, "iteration": 13359, "loss_box_reg": 0.2786267641931772, "loss_cls": 0.24096810352057219, "loss_mask": 0.2729512359946966, "loss_rpn_cls": 0.050312572391703725, "loss_rpn_loc": 0.08383405487984419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894621570923024, "mask_rcnn/false_negative": 0.0906447012562732, "mask_rcnn/false_positive": 0.13446943239712195, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1330976164899766, "total_loss": 0.9206371562322602} {"data_time": 0.011391591979190707, "eta_seconds": 88757.520281123, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4018000642880103, "fast_rcnn/fg_cls_accuracy": 0.5783815662382049, "iteration": 13379, "loss_box_reg": 0.2734784074127674, "loss_cls": 0.24493511579930782, "loss_mask": 0.2671844344586134, "loss_rpn_cls": 0.043194392521400005, "loss_rpn_loc": 0.08094374369829893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849406017751057, "mask_rcnn/false_negative": 0.10558875243203283, "mask_rcnn/false_positive": 0.13096295245889922, "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": 1.1673021763563156, "total_loss": 0.9170528710237704} {"data_time": 0.012733286479488015, "eta_seconds": 88691.81300145574, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.43418925161687716, "fast_rcnn/fg_cls_accuracy": 0.5238469909994705, "iteration": 13399, "loss_box_reg": 0.2710837125778198, "loss_cls": 0.24891643598675728, "loss_mask": 0.27936740778386593, "loss_rpn_cls": 0.04414149862714112, "loss_rpn_loc": 0.07534888247027993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739142304554903, "mask_rcnn/false_negative": 0.10830611939430071, "mask_rcnn/false_positive": 0.13110672205328283, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1573831043206155, "total_loss": 0.9245829323772341} {"data_time": 0.011988471960648894, "eta_seconds": 88646.36530393269, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.40950638102173, "fast_rcnn/fg_cls_accuracy": 0.5425022252473952, "iteration": 13419, "loss_box_reg": 0.27574674040079117, "loss_cls": 0.2505694590508938, "loss_mask": 0.28310684114694595, "loss_rpn_cls": 0.05018986668437719, "loss_rpn_loc": 0.09266428742557764, "lr": 0.0001, "mask_rcnn/accuracy": 0.875332292142934, "mask_rcnn/false_negative": 0.09709486850609171, "mask_rcnn/false_positive": 0.15298569101644968, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 1.1330936595331877, "total_loss": 0.9577195961028337} {"data_time": 0.012534990906715393, "eta_seconds": 88624.18159866706, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3641111531327102, "fast_rcnn/fg_cls_accuracy": 0.5991226515420064, "iteration": 13439, "loss_box_reg": 0.26799601316452026, "loss_cls": 0.23309318162500858, "loss_mask": 0.2729880101978779, "loss_rpn_cls": 0.04122107045259327, "loss_rpn_loc": 0.09345668158493936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8745141773116714, "mask_rcnn/false_negative": 0.0972557281890915, "mask_rcnn/false_positive": 0.13546061006839788, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1525685680098832, "total_loss": 0.9115444952622056} {"data_time": 0.012614537263289094, "eta_seconds": 88603.25819570571, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.33741726950900414, "fast_rcnn/fg_cls_accuracy": 0.6154432451214454, "iteration": 13459, "loss_box_reg": 0.27909171395003796, "loss_cls": 0.23690505791455507, "loss_mask": 0.26981071196496487, "loss_rpn_cls": 0.040670573711395264, "loss_rpn_loc": 0.08113218704238534, "lr": 0.0001, "mask_rcnn/accuracy": 0.877870571887863, "mask_rcnn/false_negative": 0.11146814448539336, "mask_rcnn/false_positive": 0.12956722521941094, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1722063785418868, "total_loss": 0.8941785218194127} {"data_time": 0.01138062751851976, "eta_seconds": 88649.40781184472, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3979086106421219, "fast_rcnn/fg_cls_accuracy": 0.5599386575439425, "iteration": 13479, "loss_box_reg": 0.26654925756156445, "loss_cls": 0.2273891707882285, "loss_mask": 0.279110312461853, "loss_rpn_cls": 0.0376425264403224, "loss_rpn_loc": 0.07837457209825516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8710358238188568, "mask_rcnn/false_negative": 0.10158238810909087, "mask_rcnn/false_positive": 0.14747797033637555, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1712052044458687, "total_loss": 0.9007453958038241} {"data_time": 0.012369002215564251, "eta_seconds": 88609.79521845002, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4069042403379753, "fast_rcnn/fg_cls_accuracy": 0.563953488372093, "iteration": 13499, "loss_box_reg": 0.27826707996428013, "loss_cls": 0.24726146459579468, "loss_mask": 0.2722071371972561, "loss_rpn_cls": 0.042529778089374304, "loss_rpn_loc": 0.07332148542627692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826513153962884, "mask_rcnn/false_negative": 0.10564916704465888, "mask_rcnn/false_positive": 0.13030984586445193, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1620317224878818, "total_loss": 0.9229578669182956} {"data_time": 0.012628481956198812, "eta_seconds": 88569.44415219128, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.39006994183531224, "fast_rcnn/fg_cls_accuracy": 0.5854870044631137, "iteration": 13519, "loss_box_reg": 0.25658826902508736, "loss_cls": 0.23280503787100315, "loss_mask": 0.27904261089861393, "loss_rpn_cls": 0.04614487895742059, "loss_rpn_loc": 0.0855871457606554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873647911294567, "mask_rcnn/false_negative": 0.10465818614311177, "mask_rcnn/false_positive": 0.1275364781330186, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1686219940893352, "total_loss": 0.9074194583809003} {"data_time": 0.011688092490658164, "eta_seconds": 88529.71308213193, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.43515872668496647, "fast_rcnn/fg_cls_accuracy": 0.5442990526817965, "iteration": 13539, "loss_box_reg": 0.26128808688372374, "loss_cls": 0.23903762362897396, "loss_mask": 0.2817202992737293, "loss_rpn_cls": 0.041803709929808974, "loss_rpn_loc": 0.08544588217046112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8760842312848991, "mask_rcnn/false_negative": 0.11004149978508204, "mask_rcnn/false_positive": 0.13049660919982614, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1496693110093474, "total_loss": 0.8951676413416862} {"data_time": 0.012065626448020339, "eta_seconds": 88506.55595079996, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.4297901921132457, "fast_rcnn/fg_cls_accuracy": 0.5541588099727635, "iteration": 13559, "loss_box_reg": 0.2546294294297695, "loss_cls": 0.23747106362134218, "loss_mask": 0.2843243759125471, "loss_rpn_cls": 0.041914609959349036, "loss_rpn_loc": 0.07474737660959363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771710692898442, "mask_rcnn/false_negative": 0.10051588830583297, "mask_rcnn/false_positive": 0.13994080054382663, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1497243819758296, "total_loss": 0.899622708093375} {"data_time": 0.01221959455870092, "eta_seconds": 88483.39881946798, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.39884690191719924, "fast_rcnn/fg_cls_accuracy": 0.561853584746359, "iteration": 13579, "loss_box_reg": 0.2704697251319885, "loss_cls": 0.23596715740859509, "loss_mask": 0.2755608968436718, "loss_rpn_cls": 0.04268819489516318, "loss_rpn_loc": 0.07959046494215727, "lr": 0.0001, "mask_rcnn/accuracy": 0.874315205239532, "mask_rcnn/false_negative": 0.09906403063640959, "mask_rcnn/false_positive": 0.14287738753978013, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1580605099443346, "total_loss": 0.9258750217268243} {"data_time": 0.013509143376722932, "eta_seconds": 88467.6979046315, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.4159691663378957, "fast_rcnn/fg_cls_accuracy": 0.5282835249042146, "iteration": 13599, "loss_box_reg": 0.3059908952564001, "loss_cls": 0.2640000805258751, "loss_mask": 0.2726634796708822, "loss_rpn_cls": 0.04535268619656563, "loss_rpn_loc": 0.07635986711829901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783831542692644, "mask_rcnn/false_negative": 0.09081202796481008, "mask_rcnn/false_positive": 0.13896122661411553, "roi_head/num_bg_samples": 421.625, "roi_head/num_fg_samples": 90.375, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1756984496023506, "total_loss": 0.9591460386291146} {"data_time": 0.01273399032652378, "eta_seconds": 88420.0924115628, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3762042940049744, "fast_rcnn/fg_cls_accuracy": 0.5614141414141414, "iteration": 13619, "loss_box_reg": 0.25758931040763855, "loss_cls": 0.2379517611116171, "loss_mask": 0.27148942090570927, "loss_rpn_cls": 0.046041243243962526, "loss_rpn_loc": 0.07949309283867478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835507601455066, "mask_rcnn/false_negative": 0.0878668488054937, "mask_rcnn/false_positive": 0.12287167886382032, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1206651236861944, "total_loss": 0.9159079822711647} {"data_time": 0.012615986401215196, "eta_seconds": 88402.45013672858, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.4056788848735158, "fast_rcnn/fg_cls_accuracy": 0.5646892655367232, "iteration": 13639, "loss_box_reg": 0.27438236586749554, "loss_cls": 0.2447930071502924, "loss_mask": 0.2836811747401953, "loss_rpn_cls": 0.042133478447794914, "loss_rpn_loc": 0.08288416126742959, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798845620084949, "mask_rcnn/false_negative": 0.10580572640641614, "mask_rcnn/false_positive": 0.13529805795540423, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.168732036370784, "total_loss": 0.9495965191163123} {"data_time": 0.011939802905544639, "eta_seconds": 88354.21511780005, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4365633323705914, "fast_rcnn/fg_cls_accuracy": 0.5185127221983123, "iteration": 13659, "loss_box_reg": 0.25926871225237846, "loss_cls": 0.25149871222674847, "loss_mask": 0.288440128788352, "loss_rpn_cls": 0.047759664710611105, "loss_rpn_loc": 0.07716851402074099, "lr": 0.0001, "mask_rcnn/accuracy": 0.871687763736434, "mask_rcnn/false_negative": 0.10992328262666057, "mask_rcnn/false_positive": 0.13520777087981733, "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": 1.1407946622930467, "total_loss": 0.9159825034439564} {"data_time": 0.011745751835405827, "eta_seconds": 88335.32404839993, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38962199833345956, "fast_rcnn/fg_cls_accuracy": 0.5761912979701016, "iteration": 13679, "loss_box_reg": 0.25477973837405443, "loss_cls": 0.21599102672189474, "loss_mask": 0.2829175014048815, "loss_rpn_cls": 0.04401706671342254, "loss_rpn_loc": 0.08727406710386276, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777164807446649, "mask_rcnn/false_negative": 0.10653460549447374, "mask_rcnn/false_positive": 0.14888796538972485, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1763756640721112, "total_loss": 0.9006260627647862} {"data_time": 0.012383966939523816, "eta_seconds": 88312.17537857592, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3832624661770391, "fast_rcnn/fg_cls_accuracy": 0.5774980833120368, "iteration": 13699, "loss_box_reg": 0.2661305433139205, "loss_cls": 0.23569107335060835, "loss_mask": 0.27232242561876774, "loss_rpn_cls": 0.04712316021323204, "loss_rpn_loc": 0.06649044808000326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977587233818527, "mask_rcnn/false_negative": 0.09321923329161692, "mask_rcnn/false_positive": 0.12818973311018234, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.1519372940529138, "total_loss": 0.8889473885064945} {"data_time": 0.011385610094293952, "eta_seconds": 88273.65962609649, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.35654239766081874, "fast_rcnn/fg_cls_accuracy": 0.6308119658119657, "iteration": 13719, "loss_box_reg": 0.2493845298886299, "loss_cls": 0.2251800186932087, "loss_mask": 0.2796773090958595, "loss_rpn_cls": 0.03847685339860618, "loss_rpn_loc": 0.07182081136852503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821602962417425, "mask_rcnn/false_negative": 0.10680608083932593, "mask_rcnn/false_positive": 0.14742369137022932, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1422932064160705, "total_loss": 0.8701449201907963} {"data_time": 0.01121580763719976, "eta_seconds": 88250.51498539746, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35055096418732784, "fast_rcnn/fg_cls_accuracy": 0.6103665865384615, "iteration": 13739, "loss_box_reg": 0.2719035279005766, "loss_cls": 0.23897712863981724, "loss_mask": 0.27269208803772926, "loss_rpn_cls": 0.042308049043640494, "loss_rpn_loc": 0.07850645272992551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789595177917111, "mask_rcnn/false_negative": 0.11591450789058441, "mask_rcnn/false_positive": 0.1379823481841139, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1704989436548203, "total_loss": 0.9363128158729523} {"data_time": 0.012773679103702307, "eta_seconds": 88189.22243386507, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.46587066779374475, "fast_rcnn/fg_cls_accuracy": 0.5299716803020768, "iteration": 13759, "loss_box_reg": 0.2856721505522728, "loss_cls": 0.26390864327549934, "loss_mask": 0.2867413852363825, "loss_rpn_cls": 0.047143680159933865, "loss_rpn_loc": 0.096758171916008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729548558709362, "mask_rcnn/false_negative": 0.11340783675035887, "mask_rcnn/false_positive": 0.1521207316019349, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.14421076932922, "total_loss": 0.9849008563905954} {"data_time": 0.011264671105891466, "eta_seconds": 88166.08780048788, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.38404088050314467, "fast_rcnn/fg_cls_accuracy": 0.6033805031446541, "iteration": 13779, "loss_box_reg": 0.28404225036501884, "loss_cls": 0.2581810709089041, "loss_mask": 0.2771881967782974, "loss_rpn_cls": 0.03634519153274596, "loss_rpn_loc": 0.08805464813485742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812837906574891, "mask_rcnn/false_negative": 0.10745734077479563, "mask_rcnn/false_positive": 0.1214972895351854, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1457753444556147, "total_loss": 0.9632249150890857} {"data_time": 0.010792869376018643, "eta_seconds": 88110.51693088375, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.40486738392497557, "fast_rcnn/fg_cls_accuracy": 0.5026353865233568, "iteration": 13799, "loss_box_reg": 0.2631198847666383, "loss_cls": 0.2553426371887326, "loss_mask": 0.2704660929739475, "loss_rpn_cls": 0.043985983822494745, "loss_rpn_loc": 0.07238298549782485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827220651613553, "mask_rcnn/false_negative": 0.09865853301809117, "mask_rcnn/false_positive": 0.14156399326465252, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1441034085582942, "total_loss": 0.905618776101619} {"data_time": 0.012458384037017822, "eta_seconds": 88100.09602895472, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.42325174825174827, "fast_rcnn/fg_cls_accuracy": 0.556984120226489, "iteration": 13819, "loss_box_reg": 0.25679996982216835, "loss_cls": 0.23777384869754314, "loss_mask": 0.2741127032786608, "loss_rpn_cls": 0.039878808544017375, "loss_rpn_loc": 0.07181798480451107, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875806311053436, "mask_rcnn/false_negative": 0.10652843631802977, "mask_rcnn/false_positive": 0.11135534528792965, "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": 1.1585551497992128, "total_loss": 0.876425655791536} {"data_time": 0.011336351744830608, "eta_seconds": 88120.58981090784, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4342105263157895, "fast_rcnn/fg_cls_accuracy": 0.5336673454077805, "iteration": 13839, "loss_box_reg": 0.2754578460007906, "loss_cls": 0.26581874396651983, "loss_mask": 0.28755883872509, "loss_rpn_cls": 0.04423283296637237, "loss_rpn_loc": 0.0834991647861898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762313309980573, "mask_rcnn/false_negative": 0.1011825552572013, "mask_rcnn/false_positive": 0.15379171716424508, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1665826456155628, "total_loss": 0.924804656766355} {"data_time": 0.011442917631939054, "eta_seconds": 88092.11437901482, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.42976545418405887, "fast_rcnn/fg_cls_accuracy": 0.550865401772438, "iteration": 13859, "loss_box_reg": 0.2868832778185606, "loss_cls": 0.24416444078087807, "loss_mask": 0.2634478732943535, "loss_rpn_cls": 0.04454863048158586, "loss_rpn_loc": 0.10227847215719521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741671090575199, "mask_rcnn/false_negative": 0.1115394541391545, "mask_rcnn/false_positive": 0.15540693707799053, "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": 1.1340930985752493, "total_loss": 0.9264279783237725} {"data_time": 0.012295206543058157, "eta_seconds": 88023.1525486894, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3917296576256114, "fast_rcnn/fg_cls_accuracy": 0.581962126316536, "iteration": 13879, "loss_box_reg": 0.2619995251297951, "loss_cls": 0.23786895908415318, "loss_mask": 0.27619232051074505, "loss_rpn_cls": 0.03937328653410077, "loss_rpn_loc": 0.0716743478551507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889434801661396, "mask_rcnn/false_negative": 0.09653322432760521, "mask_rcnn/false_positive": 0.13286961158990707, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.146664106985554, "total_loss": 0.8746751451399177} {"data_time": 0.012056268518790603, "eta_seconds": 88027.28000022471, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.43052468338071853, "fast_rcnn/fg_cls_accuracy": 0.5285000349479276, "iteration": 13899, "loss_box_reg": 0.2389012984931469, "loss_cls": 0.2245013201609254, "loss_mask": 0.26988824643194675, "loss_rpn_cls": 0.034542178036645055, "loss_rpn_loc": 0.07289509056136012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774315644795903, "mask_rcnn/false_negative": 0.09617217263798067, "mask_rcnn/false_positive": 0.13798417891993642, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.159102950943634, "total_loss": 0.8668346776394174} {"data_time": 0.011415256187319756, "eta_seconds": 88022.69584916532, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3756687993414899, "fast_rcnn/fg_cls_accuracy": 0.598257436525764, "iteration": 13919, "loss_box_reg": 0.27695856988430023, "loss_cls": 0.2362284893169999, "loss_mask": 0.2700017597526312, "loss_rpn_cls": 0.03661543841008097, "loss_rpn_loc": 0.08045573998242617, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798144187079953, "mask_rcnn/false_negative": 0.10466430798050153, "mask_rcnn/false_positive": 0.13519079048842508, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1657419635448605, "total_loss": 0.8862263463670388} {"data_time": 0.011586983921006322, "eta_seconds": 88008.87212207075, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4343655753505581, "fast_rcnn/fg_cls_accuracy": 0.5321841218434067, "iteration": 13939, "loss_box_reg": 0.2889333479106426, "loss_cls": 0.2582784239202738, "loss_mask": 0.2565793190151453, "loss_rpn_cls": 0.0394919493701309, "loss_rpn_loc": 0.07912141480483115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863363198480274, "mask_rcnn/false_negative": 0.09441546086738556, "mask_rcnn/false_positive": 0.1354329745596869, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.163303940789774, "total_loss": 0.9348867302760482} {"data_time": 0.013056790921837091, "eta_seconds": 87980.95063592307, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4099312894947432, "fast_rcnn/fg_cls_accuracy": 0.5593369867563416, "iteration": 13959, "loss_box_reg": 0.26467756927013397, "loss_cls": 0.2412965577095747, "loss_mask": 0.28003680519759655, "loss_rpn_cls": 0.04657943348865956, "loss_rpn_loc": 0.08378659328445792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892715946468379, "mask_rcnn/false_negative": 0.09328207813655554, "mask_rcnn/false_positive": 0.12703063003478499, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1568021564744413, "total_loss": 0.9095845222473145} {"data_time": 0.011096957372501493, "eta_seconds": 87975.96830276772, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3718378936499742, "fast_rcnn/fg_cls_accuracy": 0.6118042526579112, "iteration": 13979, "loss_box_reg": 0.2830845434218645, "loss_cls": 0.25016195699572563, "loss_mask": 0.27443125657737255, "loss_rpn_cls": 0.039832152891904116, "loss_rpn_loc": 0.0827239693608135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901484156380322, "mask_rcnn/false_negative": 0.10433069957892888, "mask_rcnn/false_positive": 0.12359572639729394, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1707589449360967, "total_loss": 0.9230394305195659} {"data_time": 0.01146957278251648, "eta_seconds": 87939.4462434575, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.346700992927408, "fast_rcnn/fg_cls_accuracy": 0.5982136320374845, "iteration": 13999, "loss_box_reg": 0.25940584763884544, "loss_cls": 0.22912004776299, "loss_mask": 0.2627402078360319, "loss_rpn_cls": 0.04448681930080056, "loss_rpn_loc": 0.09423667378723621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886476581088101, "mask_rcnn/false_negative": 0.09892870464168678, "mask_rcnn/false_positive": 0.12740676971014508, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1639833480585366, "total_loss": 0.9020764641463757} {"data_time": 0.01207680837251246, "eta_seconds": 87942.77873027138, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3923547269850772, "fast_rcnn/fg_cls_accuracy": 0.5746543588045367, "iteration": 14019, "loss_box_reg": 0.24504807218909264, "loss_cls": 0.22078853659331799, "loss_mask": 0.2626432552933693, "loss_rpn_cls": 0.037931879225652665, "loss_rpn_loc": 0.0659497567685321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805383144429522, "mask_rcnn/false_negative": 0.09758327852767677, "mask_rcnn/false_positive": 0.14591038688756863, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.167363487649709, "total_loss": 0.8439644577447325} {"data_time": 0.013277985621243715, "eta_seconds": 87927.99257526174, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4052352115148323, "fast_rcnn/fg_cls_accuracy": 0.5873529110815512, "iteration": 14039, "loss_box_reg": 0.2626207806169987, "loss_cls": 0.23632454313337803, "loss_mask": 0.2699586786329746, "loss_rpn_cls": 0.038400675635784864, "loss_rpn_loc": 0.08107311278581619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8732168462623144, "mask_rcnn/false_negative": 0.10654973815144839, "mask_rcnn/false_positive": 0.13083491942356734, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1617843091953546, "total_loss": 0.8879673730116338} {"data_time": 0.013381101889535785, "eta_seconds": 87905.62491488177, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.408160552897395, "fast_rcnn/fg_cls_accuracy": 0.5643295516146518, "iteration": 14059, "loss_box_reg": 0.27693949453532696, "loss_cls": 0.24720250256359577, "loss_mask": 0.2710087075829506, "loss_rpn_cls": 0.04111580178141594, "loss_rpn_loc": 0.08399573061615229, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807449588563805, "mask_rcnn/false_negative": 0.10074763315535204, "mask_rcnn/false_positive": 0.1374444470905655, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1570008855778724, "total_loss": 0.9102740343660116} {"data_time": 0.012868477497249842, "eta_seconds": 87904.76518578827, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4015503875968992, "fast_rcnn/fg_cls_accuracy": 0.5338541666666667, "iteration": 14079, "loss_box_reg": 0.2509073670953512, "loss_cls": 0.23138353787362576, "loss_mask": 0.2820023763924837, "loss_rpn_cls": 0.04608026030473411, "loss_rpn_loc": 0.08750842558220029, "lr": 0.0001, "mask_rcnn/accuracy": 0.883326185801881, "mask_rcnn/false_negative": 0.10228185073054762, "mask_rcnn/false_positive": 0.14428087090056277, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 1.170808504568413, "total_loss": 0.9145839780103415} {"data_time": 0.011872283415868878, "eta_seconds": 87906.08286482748, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.3730911827325453, "fast_rcnn/fg_cls_accuracy": 0.5943143812709031, "iteration": 14099, "loss_box_reg": 0.2457928340882063, "loss_cls": 0.2059943052008748, "loss_mask": 0.28840821981430054, "loss_rpn_cls": 0.04314053989946842, "loss_rpn_loc": 0.08472170261666179, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769391754195641, "mask_rcnn/false_negative": 0.10224623887701109, "mask_rcnn/false_positive": 0.13969047327472023, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.163328105583787, "total_loss": 0.8935695211403072} {"data_time": 0.011512559838593006, "eta_seconds": 87882.91920662858, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.40487955182072827, "fast_rcnn/fg_cls_accuracy": 0.5585071707953064, "iteration": 14119, "loss_box_reg": 0.2712985426187515, "loss_cls": 0.23548301123082638, "loss_mask": 0.27838870510458946, "loss_rpn_cls": 0.04212850937619805, "loss_rpn_loc": 0.09125956427305937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842229520987727, "mask_rcnn/false_negative": 0.1007561468769698, "mask_rcnn/false_positive": 0.12521999373578696, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1656636660918593, "total_loss": 0.893028435530141} {"data_time": 0.012353788129985332, "eta_seconds": 87889.51403691433, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.38430721125659567, "fast_rcnn/fg_cls_accuracy": 0.6067226890756303, "iteration": 14139, "loss_box_reg": 0.28322469256818295, "loss_cls": 0.24092052225023508, "loss_mask": 0.27919797599315643, "loss_rpn_cls": 0.04331450001336634, "loss_rpn_loc": 0.08520853822119534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797150373525875, "mask_rcnn/false_negative": 0.09292625038311408, "mask_rcnn/false_positive": 0.14544136696190718, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.181467981543392, "total_loss": 0.935513186850585} {"data_time": 0.012444933876395226, "eta_seconds": 87900.48567853868, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.39976211715730003, "fast_rcnn/fg_cls_accuracy": 0.5761472891267718, "iteration": 14159, "loss_box_reg": 0.267153006978333, "loss_cls": 0.2352228481322527, "loss_mask": 0.2734269630163908, "loss_rpn_cls": 0.048968657618388534, "loss_rpn_loc": 0.08391265850514174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8646073990236827, "mask_rcnn/false_negative": 0.10574297137018987, "mask_rcnn/false_positive": 0.15208022994904274, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.157725389348343, "total_loss": 0.910965892020613} {"data_time": 0.01112847262993455, "eta_seconds": 87843.1710292492, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.42255369487264793, "fast_rcnn/fg_cls_accuracy": 0.5440350877192983, "iteration": 14179, "loss_box_reg": 0.2775925751775503, "loss_cls": 0.2569782715290785, "loss_mask": 0.2681287247687578, "loss_rpn_cls": 0.04231896996498108, "loss_rpn_loc": 0.07656637160107493, "lr": 0.0001, "mask_rcnn/accuracy": 0.8723905105829185, "mask_rcnn/false_negative": 0.09841340277079724, "mask_rcnn/false_positive": 0.13256745930558828, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1448855951894075, "total_loss": 0.9298006859607995} {"data_time": 0.011286426335573196, "eta_seconds": 87818.62288457341, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33067694780345935, "fast_rcnn/fg_cls_accuracy": 0.6346996245306633, "iteration": 14199, "loss_box_reg": 0.23859305121004581, "loss_cls": 0.2105358960106969, "loss_mask": 0.2679090928286314, "loss_rpn_cls": 0.03775365184992552, "loss_rpn_loc": 0.0811488211620599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867353724634767, "mask_rcnn/false_negative": 0.0930016541141824, "mask_rcnn/false_positive": 0.13311866842900139, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.1588609744794667, "total_loss": 0.8432430021930486} {"data_time": 0.012131542433053255, "eta_seconds": 87797.80981674325, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3552955665024631, "fast_rcnn/fg_cls_accuracy": 0.6215659340659341, "iteration": 14219, "loss_box_reg": 0.26403896883130074, "loss_cls": 0.22707878425717354, "loss_mask": 0.26797707937657833, "loss_rpn_cls": 0.03990086086560041, "loss_rpn_loc": 0.08450203854590654, "lr": 0.0001, "mask_rcnn/accuracy": 0.8734037549544823, "mask_rcnn/false_negative": 0.11911041781324065, "mask_rcnn/false_positive": 0.135909515804776, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1662988394964486, "total_loss": 0.9057408893713728} {"data_time": 0.012254332657903433, "eta_seconds": 87774.63805379346, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.4185783752860412, "fast_rcnn/fg_cls_accuracy": 0.5498188405797102, "iteration": 14239, "loss_box_reg": 0.2622310556471348, "loss_cls": 0.2542630434036255, "loss_mask": 0.2861179243773222, "loss_rpn_cls": 0.04251941409893334, "loss_rpn_loc": 0.0985708674415946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854099539746244, "mask_rcnn/false_negative": 0.10075287261955365, "mask_rcnn/false_positive": 0.12662491626426728, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.159380840137601, "total_loss": 0.9171506634447724} {"data_time": 0.011494622798636556, "eta_seconds": 87797.37770670559, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.38008853151397015, "fast_rcnn/fg_cls_accuracy": 0.6099757976547586, "iteration": 14259, "loss_box_reg": 0.29025025479495525, "loss_cls": 0.2569987028837204, "loss_mask": 0.2824720200151205, "loss_rpn_cls": 0.04028478288091719, "loss_rpn_loc": 0.08028684975579381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778767310495628, "mask_rcnn/false_negative": 0.09547002190362416, "mask_rcnn/false_positive": 0.14290142215681367, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1645601706113666, "total_loss": 0.9739689261186868} {"data_time": 0.01232636603526771, "eta_seconds": 87797.38050104119, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.37194548872180455, "fast_rcnn/fg_cls_accuracy": 0.6261531365313653, "iteration": 14279, "loss_box_reg": 0.2515477407723665, "loss_cls": 0.21935573033988476, "loss_mask": 0.28543282486498356, "loss_rpn_cls": 0.04151478852145374, "loss_rpn_loc": 0.07888435944914818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773146664444673, "mask_rcnn/false_negative": 0.10586764260491591, "mask_rcnn/false_positive": 0.12689891436165096, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.1673886100761592, "total_loss": 0.8939462460111827} {"data_time": 0.011490916134789586, "eta_seconds": 87810.7118677115, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.4339297151003037, "fast_rcnn/fg_cls_accuracy": 0.5284303250235114, "iteration": 14299, "loss_box_reg": 0.2510431855916977, "loss_cls": 0.22001007199287415, "loss_mask": 0.27090212889015675, "loss_rpn_cls": 0.03961412375792861, "loss_rpn_loc": 0.07757598184980452, "lr": 0.0001, "mask_rcnn/accuracy": 0.879321279631554, "mask_rcnn/false_negative": 0.09564234516128314, "mask_rcnn/false_positive": 0.13565882980693483, "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": 1.1566978567279875, "total_loss": 0.8671211071778089} {"data_time": 0.013064228231087327, "eta_seconds": 87768.23884095997, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.38609497094770584, "fast_rcnn/fg_cls_accuracy": 0.5771799261449653, "iteration": 14319, "loss_box_reg": 0.2582097351551056, "loss_cls": 0.23122791666537523, "loss_mask": 0.26695917546749115, "loss_rpn_cls": 0.04207355389371514, "loss_rpn_loc": 0.07227721234085038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909148042617585, "mask_rcnn/false_negative": 0.09130411128113414, "mask_rcnn/false_positive": 0.13849829085533438, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1710429284721613, "total_loss": 0.8493558545596898} {"data_time": 0.011602448532357812, "eta_seconds": 87727.81046894845, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39895609211889393, "fast_rcnn/fg_cls_accuracy": 0.57325169058222, "iteration": 14339, "loss_box_reg": 0.2451178878545761, "loss_cls": 0.2287022965028882, "loss_mask": 0.27910660952329636, "loss_rpn_cls": 0.03646407532505691, "loss_rpn_loc": 0.08039740426465869, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839355959775215, "mask_rcnn/false_negative": 0.1030393344119235, "mask_rcnn/false_positive": 0.13178640805895342, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1476259960327297, "total_loss": 0.8953075194731355} {"data_time": 0.010843242052942514, "eta_seconds": 87741.11288868822, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.42927068037200194, "fast_rcnn/fg_cls_accuracy": 0.5377854567307692, "iteration": 14359, "loss_box_reg": 0.2593570351600647, "loss_cls": 0.2506611505523324, "loss_mask": 0.27662589959800243, "loss_rpn_cls": 0.049562529544346035, "loss_rpn_loc": 0.0750346127897501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753761654617978, "mask_rcnn/false_negative": 0.11157429081105895, "mask_rcnn/false_positive": 0.14941003482131254, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.164898857474327, "total_loss": 0.9103451955597848} {"data_time": 0.011546427151188254, "eta_seconds": 87710.16742839944, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3496442490709689, "fast_rcnn/fg_cls_accuracy": 0.6088184721198722, "iteration": 14379, "loss_box_reg": 0.25626681186258793, "loss_cls": 0.23019875679165125, "loss_mask": 0.26886200346052647, "loss_rpn_cls": 0.039918722468428314, "loss_rpn_loc": 0.08674520254135132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935332743132682, "mask_rcnn/false_negative": 0.0817488032190862, "mask_rcnn/false_positive": 0.13019677300608287, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.164174180245027, "total_loss": 0.8827774736564606} {"data_time": 0.01208806992508471, "eta_seconds": 87717.99947954714, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.44751109972677594, "fast_rcnn/fg_cls_accuracy": 0.5261787280701754, "iteration": 14399, "loss_box_reg": 0.2855936549603939, "loss_cls": 0.25819609966129065, "loss_mask": 0.27468508295714855, "loss_rpn_cls": 0.04354342585429549, "loss_rpn_loc": 0.08834360679611564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8722306546235931, "mask_rcnn/false_negative": 0.10515486289835135, "mask_rcnn/false_positive": 0.13752471599499178, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1817502004560083, "total_loss": 0.9307622602209449} {"data_time": 0.011081179836764932, "eta_seconds": 87706.37135433499, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.35620291446521635, "fast_rcnn/fg_cls_accuracy": 0.5914094620966672, "iteration": 14419, "loss_box_reg": 0.2803846076130867, "loss_cls": 0.2196552399545908, "loss_mask": 0.27615607157349586, "loss_rpn_cls": 0.0451354063116014, "loss_rpn_loc": 0.08225401118397713, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909054067087014, "mask_rcnn/false_negative": 0.10376150342847905, "mask_rcnn/false_positive": 0.1277165930045666, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1606917050667107, "total_loss": 0.896461075055413} {"data_time": 0.011846873443573713, "eta_seconds": 87683.16247067414, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.41663050441179506, "fast_rcnn/fg_cls_accuracy": 0.5453510920596041, "iteration": 14439, "loss_box_reg": 0.24803465232253075, "loss_cls": 0.23849580809473991, "loss_mask": 0.26894137263298035, "loss_rpn_cls": 0.04162800242193043, "loss_rpn_loc": 0.08046089299023151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835678425267509, "mask_rcnn/false_negative": 0.09608121033883632, "mask_rcnn/false_positive": 0.13109997261989947, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1578092221170664, "total_loss": 0.8706032234476879} {"data_time": 0.01235536951571703, "eta_seconds": 87653.42957228422, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38382718537929184, "fast_rcnn/fg_cls_accuracy": 0.5886217948717949, "iteration": 14459, "loss_box_reg": 0.2868642844259739, "loss_cls": 0.24936194717884064, "loss_mask": 0.2879105769097805, "loss_rpn_cls": 0.03702640510164201, "loss_rpn_loc": 0.07937934435904026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741175828599661, "mask_rcnn/false_negative": 0.11494686846378861, "mask_rcnn/false_positive": 0.15341058058373513, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 206.125, "rpn/num_pos_anchors": 49.875, "time": 1.1623149833176285, "total_loss": 0.9624715156387538} {"data_time": 0.011855453485623002, "eta_seconds": 87625.1761996746, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.41594104308390023, "fast_rcnn/fg_cls_accuracy": 0.5359818943633973, "iteration": 14479, "loss_box_reg": 0.2846055142581463, "loss_cls": 0.24764928966760635, "loss_mask": 0.27003808692097664, "loss_rpn_cls": 0.04011602699756622, "loss_rpn_loc": 0.0814849678426981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757492282627337, "mask_rcnn/false_negative": 0.10485959899741512, "mask_rcnn/false_positive": 0.13265459781001737, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1679322856944054, "total_loss": 0.9379058701451868} {"data_time": 0.012213684618473053, "eta_seconds": 87601.97037970647, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.42933455433455436, "fast_rcnn/fg_cls_accuracy": 0.5193432298695457, "iteration": 14499, "loss_box_reg": 0.27624174766242504, "loss_cls": 0.24073264375329018, "loss_mask": 0.27102131955325603, "loss_rpn_cls": 0.04579890985041857, "loss_rpn_loc": 0.07454521348699927, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751482954188905, "mask_rcnn/false_negative": 0.11263345889099931, "mask_rcnn/false_positive": 0.13344656150133977, "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": 1.1609764590393752, "total_loss": 0.8915893242228776} {"data_time": 0.012026428477838635, "eta_seconds": 87555.5156112928, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4333541927409261, "fast_rcnn/fg_cls_accuracy": 0.5500626342161775, "iteration": 14519, "loss_box_reg": 0.2516560610383749, "loss_cls": 0.23222580831497908, "loss_mask": 0.2607053369283676, "loss_rpn_cls": 0.04559780401177704, "loss_rpn_loc": 0.08347329311072826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8733238196180317, "mask_rcnn/false_negative": 0.11051967395384082, "mask_rcnn/false_positive": 0.15368305262351598, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.1608317089267075, "total_loss": 0.8900137324817479} {"data_time": 0.01234878390096128, "eta_seconds": 87557.94464677107, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3977379890403976, "fast_rcnn/fg_cls_accuracy": 0.5405977806944279, "iteration": 14539, "loss_box_reg": 0.2462034374475479, "loss_cls": 0.23899062629789114, "loss_mask": 0.26895007863640785, "loss_rpn_cls": 0.039588862215168774, "loss_rpn_loc": 0.0782072339206934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832436585153977, "mask_rcnn/false_negative": 0.09969540817773204, "mask_rcnn/false_positive": 0.12785629648096358, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1629583921749145, "total_loss": 0.8802651797886938} {"data_time": 0.012886624783277512, "eta_seconds": 87555.54152565077, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3515951801211213, "fast_rcnn/fg_cls_accuracy": 0.6061359656913746, "iteration": 14559, "loss_box_reg": 0.2529980633407831, "loss_cls": 0.2135318024083972, "loss_mask": 0.2638345807790756, "loss_rpn_cls": 0.03533357672858983, "loss_rpn_loc": 0.0700948245357722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846301633045148, "mask_rcnn/false_negative": 0.0966912463738445, "mask_rcnn/false_positive": 0.14159639830488702, "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": 1.181404460221529, "total_loss": 0.8505189161514863} {"data_time": 0.012055322295054793, "eta_seconds": 87539.64091112372, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3730582673297722, "fast_rcnn/fg_cls_accuracy": 0.6197992997883081, "iteration": 14579, "loss_box_reg": 0.2619903143495321, "loss_cls": 0.2357583586126566, "loss_mask": 0.2638465389609337, "loss_rpn_cls": 0.04734794911928475, "loss_rpn_loc": 0.08014747616834939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914758519780304, "mask_rcnn/false_negative": 0.09919885919338808, "mask_rcnn/false_positive": 0.11808174672064234, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1647912350017577, "total_loss": 0.8884057297836989} {"data_time": 0.011510038282722235, "eta_seconds": 87501.04035455734, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.4042652027027027, "fast_rcnn/fg_cls_accuracy": 0.5505099982711923, "iteration": 14599, "loss_box_reg": 0.26636987552046776, "loss_cls": 0.23926774226129055, "loss_mask": 0.2899680342525244, "loss_rpn_cls": 0.04214804247021675, "loss_rpn_loc": 0.08170354878529906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764511317583945, "mask_rcnn/false_negative": 0.11338609659009626, "mask_rcnn/false_positive": 0.14648126875357131, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1522876259405166, "total_loss": 0.9218871921766549} {"data_time": 0.012618535896763206, "eta_seconds": 87480.02393750008, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.38056384160963913, "fast_rcnn/fg_cls_accuracy": 0.5346057847599472, "iteration": 14619, "loss_box_reg": 0.2605120837688446, "loss_cls": 0.23171397484838963, "loss_mask": 0.28160063922405243, "loss_rpn_cls": 0.039693499682471156, "loss_rpn_loc": 0.0700411875732243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862089303310932, "mask_rcnn/false_negative": 0.09273895031665527, "mask_rcnn/false_positive": 0.12740196144343385, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1534627145156264, "total_loss": 0.8846480072243139} {"data_time": 0.011735229985788465, "eta_seconds": 87456.81353051215, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4011665160601331, "fast_rcnn/fg_cls_accuracy": 0.5487023614683189, "iteration": 14639, "loss_box_reg": 0.2505382355302572, "loss_cls": 0.2305209282785654, "loss_mask": 0.2720332108438015, "loss_rpn_cls": 0.043281142017804086, "loss_rpn_loc": 0.08865241950843483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833376443562899, "mask_rcnn/false_negative": 0.09879761468298595, "mask_rcnn/false_positive": 0.1422578024280165, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1644844978582114, "total_loss": 0.8947582442779094} {"data_time": 0.011213114252313972, "eta_seconds": 87502.16632582247, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.42548525569242257, "fast_rcnn/fg_cls_accuracy": 0.5309323342598934, "iteration": 14659, "loss_box_reg": 0.2751276567578316, "loss_cls": 0.2237781947478652, "loss_mask": 0.28207269310951233, "loss_rpn_cls": 0.04272700869478285, "loss_rpn_loc": 0.08385926519986242, "lr": 0.0001, "mask_rcnn/accuracy": 0.8680925833374216, "mask_rcnn/false_negative": 0.11355242608378495, "mask_rcnn/false_positive": 0.1471337633990745, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1677613034844398, "total_loss": 0.921652089105919} {"data_time": 0.011525937588885427, "eta_seconds": 87432.97875232063, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.407209348385819, "fast_rcnn/fg_cls_accuracy": 0.5545454545454546, "iteration": 14679, "loss_box_reg": 0.2629421856254339, "loss_cls": 0.21357908751815557, "loss_mask": 0.2702224478125572, "loss_rpn_cls": 0.0422901944257319, "loss_rpn_loc": 0.08326788246631622, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034851588856887, "mask_rcnn/false_negative": 0.09069380012429457, "mask_rcnn/false_positive": 0.11657227735172727, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1540032958146185, "total_loss": 0.8615316585637629} {"data_time": 0.012164995539933443, "eta_seconds": 87409.76234797854, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.34365881324085856, "fast_rcnn/fg_cls_accuracy": 0.5950308815272318, "iteration": 14699, "loss_box_reg": 0.28018629737198353, "loss_cls": 0.2305924966931343, "loss_mask": 0.26505979523062706, "loss_rpn_cls": 0.04147268529050052, "loss_rpn_loc": 0.08726467890664935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784682305822891, "mask_rcnn/false_negative": 0.0998748260389853, "mask_rcnn/false_positive": 0.13076809654719046, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 206.125, "rpn/num_pos_anchors": 49.875, "time": 1.1394592069555074, "total_loss": 0.9122090882156044} {"data_time": 0.01344270701520145, "eta_seconds": 87433.35740219802, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.4162550341543733, "fast_rcnn/fg_cls_accuracy": 0.5601817858175911, "iteration": 14719, "loss_box_reg": 0.27632698230445385, "loss_cls": 0.22528479434549809, "loss_mask": 0.2631122339516878, "loss_rpn_cls": 0.04580552550032735, "loss_rpn_loc": 0.08053837157785892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845063111680767, "mask_rcnn/false_negative": 0.1004537938223686, "mask_rcnn/false_positive": 0.13075528804620645, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.1667629939038306, "total_loss": 0.9239132555667311} {"data_time": 0.011523863999173045, "eta_seconds": 87413.63763144705, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.40856786446201043, "fast_rcnn/fg_cls_accuracy": 0.5764941235308827, "iteration": 14739, "loss_box_reg": 0.27208900824189186, "loss_cls": 0.22746679186820984, "loss_mask": 0.26805836521089077, "loss_rpn_cls": 0.04092921444680542, "loss_rpn_loc": 0.08965728525072336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834678200857108, "mask_rcnn/false_negative": 0.0945809499465012, "mask_rcnn/false_positive": 0.1375408269210015, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1727775214239955, "total_loss": 0.9002389181405306} {"data_time": 0.012034772662445903, "eta_seconds": 87393.84135070257, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32237514112144505, "fast_rcnn/fg_cls_accuracy": 0.6567048802543682, "iteration": 14759, "loss_box_reg": 0.24626249726861715, "loss_cls": 0.2047340665012598, "loss_mask": 0.2518342360854149, "loss_rpn_cls": 0.03399539808742702, "loss_rpn_loc": 0.06722946371883154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940400725520103, "mask_rcnn/false_negative": 0.10217242058075302, "mask_rcnn/false_positive": 0.1201168459056437, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.1297151977196336, "total_loss": 0.8041401093360037} {"data_time": 0.011940096970647573, "eta_seconds": 87370.61066453811, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.40639846743295016, "fast_rcnn/fg_cls_accuracy": 0.5646932006633498, "iteration": 14779, "loss_box_reg": 0.25796336494386196, "loss_cls": 0.21917115151882172, "loss_mask": 0.26572479121387005, "loss_rpn_cls": 0.04500576970167458, "loss_rpn_loc": 0.08688264712691307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805711409686064, "mask_rcnn/false_negative": 0.10485272596076033, "mask_rcnn/false_positive": 0.13816265452660942, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.152256964938715, "total_loss": 0.8702032160945237} {"data_time": 0.011181612964719534, "eta_seconds": 87400.49653276801, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.39203218508246973, "fast_rcnn/fg_cls_accuracy": 0.5894194756554307, "iteration": 14799, "loss_box_reg": 0.2693620752543211, "loss_cls": 0.2320035807788372, "loss_mask": 0.2689651194959879, "loss_rpn_cls": 0.04301324678817764, "loss_rpn_loc": 0.08221480855718255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882003439574387, "mask_rcnn/false_negative": 0.09239855837650998, "mask_rcnn/false_positive": 0.12413338711530726, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1672510842327029, "total_loss": 0.8847095207311213} {"data_time": 0.011249096132814884, "eta_seconds": 87398.24866476003, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.3514594815268422, "fast_rcnn/fg_cls_accuracy": 0.634456050278835, "iteration": 14819, "loss_box_reg": 0.2712255548685789, "loss_cls": 0.23832056671380997, "loss_mask": 0.2797903139144182, "loss_rpn_cls": 0.041889242245815694, "loss_rpn_loc": 0.0828850760590285, "lr": 0.0001, "mask_rcnn/accuracy": 0.885122526163908, "mask_rcnn/false_negative": 0.09798638342936872, "mask_rcnn/false_positive": 0.13013479767785827, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1672232875134796, "total_loss": 0.9350620157783851} {"data_time": 0.0122377157676965, "eta_seconds": 87346.04142624885, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3454781831478021, "fast_rcnn/fg_cls_accuracy": 0.5955930741824949, "iteration": 14839, "loss_box_reg": 0.260630851611495, "loss_cls": 0.22114190831780434, "loss_mask": 0.2694928627461195, "loss_rpn_cls": 0.037386516109108925, "loss_rpn_loc": 0.0780838446225971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827026482469684, "mask_rcnn/false_negative": 0.08547035101016276, "mask_rcnn/false_positive": 0.14606931988304286, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1497740307822824, "total_loss": 0.8817494411487132} {"data_time": 0.01140449894592166, "eta_seconds": 87351.74786738586, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.36948461253244347, "fast_rcnn/fg_cls_accuracy": 0.6147934287573195, "iteration": 14859, "loss_box_reg": 0.28828183747828007, "loss_cls": 0.22930232901126146, "loss_mask": 0.26984766498208046, "loss_rpn_cls": 0.0374699542298913, "loss_rpn_loc": 0.06818425713572651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802201351090551, "mask_rcnn/false_negative": 0.10481040782947094, "mask_rcnn/false_positive": 0.12983939463107988, "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": 1.1682355154771358, "total_loss": 0.9216301321866922} {"data_time": 0.011310862842947245, "eta_seconds": 87326.07012100518, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.3830654526873229, "fast_rcnn/fg_cls_accuracy": 0.60479862498258, "iteration": 14879, "loss_box_reg": 0.28293098136782646, "loss_cls": 0.2395295426249504, "loss_mask": 0.27387370355427265, "loss_rpn_cls": 0.03893294930458069, "loss_rpn_loc": 0.08685789746232331, "lr": 0.0001, "mask_rcnn/accuracy": 0.8692871392210573, "mask_rcnn/false_negative": 0.11939030891217128, "mask_rcnn/false_positive": 0.1375979975256529, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1340692194644362, "total_loss": 0.9368445925065316} {"data_time": 0.013161189155653119, "eta_seconds": 87284.27246822976, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3717491872968242, "fast_rcnn/fg_cls_accuracy": 0.6086743593183952, "iteration": 14899, "loss_box_reg": 0.2698121964931488, "loss_cls": 0.24824890308082104, "loss_mask": 0.2739933803677559, "loss_rpn_cls": 0.03797071101143956, "loss_rpn_loc": 0.0806018728762865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789326639328888, "mask_rcnn/false_negative": 0.09673878802563911, "mask_rcnn/false_positive": 0.14310176404128017, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1493106505367905, "total_loss": 0.9173515071161091} {"data_time": 0.011657532304525375, "eta_seconds": 87253.07065304369, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.4096830473974993, "fast_rcnn/fg_cls_accuracy": 0.5424370736297341, "iteration": 14919, "loss_box_reg": 0.25278536695986986, "loss_cls": 0.21836448274552822, "loss_mask": 0.25550212524831295, "loss_rpn_cls": 0.03924881236162037, "loss_rpn_loc": 0.0676907510496676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816863440460962, "mask_rcnn/false_negative": 0.09883875727542635, "mask_rcnn/false_positive": 0.141606265535677, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1613857808988541, "total_loss": 0.8420250319177285} {"data_time": 0.010809003375470638, "eta_seconds": 87225.37345123943, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.35000756200846944, "fast_rcnn/fg_cls_accuracy": 0.6151797698260845, "iteration": 14939, "loss_box_reg": 0.2618778832256794, "loss_cls": 0.229151738807559, "loss_mask": 0.2560492344200611, "loss_rpn_cls": 0.036176994151901454, "loss_rpn_loc": 0.06938171456567943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855450562288822, "mask_rcnn/false_negative": 0.0974952361007108, "mask_rcnn/false_positive": 0.11487481600819716, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1616812020074576, "total_loss": 0.8591629336588085} {"data_time": 0.011848359601572156, "eta_seconds": 87238.05050309747, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.4426454394445585, "fast_rcnn/fg_cls_accuracy": 0.5400665869011081, "iteration": 14959, "loss_box_reg": 0.27307464741170406, "loss_cls": 0.2471086736768484, "loss_mask": 0.269946176558733, "loss_rpn_cls": 0.03920967970043421, "loss_rpn_loc": 0.08952692709863186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8734716650935976, "mask_rcnn/false_negative": 0.10681601367644618, "mask_rcnn/false_positive": 0.13312943238886432, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1660997411236167, "total_loss": 0.9334000919479877} {"data_time": 0.011924922466278076, "eta_seconds": 87144.84833901748, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.41309055876685935, "fast_rcnn/fg_cls_accuracy": 0.5686566090230974, "iteration": 14979, "loss_box_reg": 0.2642638748511672, "loss_cls": 0.24240987934172153, "loss_mask": 0.2848245669156313, "loss_rpn_cls": 0.040569422068074346, "loss_rpn_loc": 0.0738751282915473, "lr": 0.0001, "mask_rcnn/accuracy": 0.887152697509348, "mask_rcnn/false_negative": 0.08862492084606952, "mask_rcnn/false_positive": 0.1337865192542252, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.137458249926567, "total_loss": 0.8957852153107524} {"data_time": 0.011505381437018514, "eta_seconds": 87126.29730580375, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3657781862745098, "fast_rcnn/fg_cls_accuracy": 0.601642475171887, "iteration": 14999, "loss_box_reg": 0.2605937924236059, "loss_cls": 0.22590292990207672, "loss_mask": 0.27099593356251717, "loss_rpn_cls": 0.03613456361927092, "loss_rpn_loc": 0.0780264288187027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850192862257047, "mask_rcnn/false_negative": 0.0905319329601337, "mask_rcnn/false_positive": 0.13875658204219513, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1717855799943209, "total_loss": 0.8855744395405054} {"data_time": 0.011763478629291058, "eta_seconds": 87084.75878296886, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3722662141779789, "fast_rcnn/fg_cls_accuracy": 0.6151772247360483, "iteration": 15019, "loss_box_reg": 0.268792612478137, "loss_cls": 0.22462828643620014, "loss_mask": 0.2619380932301283, "loss_rpn_cls": 0.03668691520579159, "loss_rpn_loc": 0.07777947746217251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860915086143153, "mask_rcnn/false_negative": 0.09285649011352376, "mask_rcnn/false_positive": 0.14474939062619502, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1554801440797746, "total_loss": 0.8630043283337727} {"data_time": 0.011856112163513899, "eta_seconds": 87053.0989378877, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4035284666721595, "fast_rcnn/fg_cls_accuracy": 0.5711220110361741, "iteration": 15039, "loss_box_reg": 0.25008029863238335, "loss_cls": 0.22216716967523098, "loss_mask": 0.2622095104306936, "loss_rpn_cls": 0.04433972871629521, "loss_rpn_loc": 0.07695054169744253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892982221705281, "mask_rcnn/false_negative": 0.08784993586439248, "mask_rcnn/false_positive": 0.13969739203719772, "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": 1.1525832787156105, "total_loss": 0.8590558136347681} {"data_time": 0.012734981719404459, "eta_seconds": 87038.30118959304, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3958525931404271, "fast_rcnn/fg_cls_accuracy": 0.5810183045206618, "iteration": 15059, "loss_box_reg": 0.2655237540602684, "loss_cls": 0.2257546130567789, "loss_mask": 0.2708650939166546, "loss_rpn_cls": 0.04050826095044613, "loss_rpn_loc": 0.07853785867337137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786288129833966, "mask_rcnn/false_negative": 0.10646561023429257, "mask_rcnn/false_positive": 0.15514940831063795, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1669176944997162, "total_loss": 0.8678159106057137} {"data_time": 0.012009770143777132, "eta_seconds": 87011.21200366877, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3907001825120292, "fast_rcnn/fg_cls_accuracy": 0.5776833746050721, "iteration": 15079, "loss_box_reg": 0.283700667321682, "loss_cls": 0.23829395789653063, "loss_mask": 0.2702783402055502, "loss_rpn_cls": 0.040476953610777855, "loss_rpn_loc": 0.07788180117495358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757366722199084, "mask_rcnn/false_negative": 0.10722205457851205, "mask_rcnn/false_positive": 0.13931392162620326, "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": 1.1622614334337413, "total_loss": 0.9006686361972243} {"data_time": 0.011638039955869317, "eta_seconds": 86967.24272624124, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3421084410095399, "fast_rcnn/fg_cls_accuracy": 0.6088598901098901, "iteration": 15099, "loss_box_reg": 0.2617989629507065, "loss_cls": 0.224710026755929, "loss_mask": 0.2674613781273365, "loss_rpn_cls": 0.03710548277013004, "loss_rpn_loc": 0.07439760910347104, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831959533456313, "mask_rcnn/false_negative": 0.09062322383375154, "mask_rcnn/false_positive": 0.12481844464150987, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1585239400155842, "total_loss": 0.8758504644501954} {"data_time": 0.012326722033321857, "eta_seconds": 86911.90604388714, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.44572463768115944, "fast_rcnn/fg_cls_accuracy": 0.48659644568690097, "iteration": 15119, "loss_box_reg": 0.26599212642759085, "loss_cls": 0.23619614727795124, "loss_mask": 0.2698059007525444, "loss_rpn_cls": 0.03907145047560334, "loss_rpn_loc": 0.07599182333797216, "lr": 0.0001, "mask_rcnn/accuracy": 0.88142379556079, "mask_rcnn/false_negative": 0.11102783586532383, "mask_rcnn/false_positive": 0.1348116599347567, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1464957832358778, "total_loss": 0.9006728824460879} {"data_time": 0.010660594562068582, "eta_seconds": 86866.05678839609, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.35213358070500933, "fast_rcnn/fg_cls_accuracy": 0.5792780748663101, "iteration": 15139, "loss_box_reg": 0.23150893300771713, "loss_cls": 0.19779288955032825, "loss_mask": 0.26130680926144123, "loss_rpn_cls": 0.04596834792755544, "loss_rpn_loc": 0.0882095203269273, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910346905574464, "mask_rcnn/false_negative": 0.10399666904512134, "mask_rcnn/false_positive": 0.11613930786747384, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1467127837240696, "total_loss": 0.8367332939524204} {"data_time": 0.011314949253574014, "eta_seconds": 86847.29053356685, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.4024425571137007, "fast_rcnn/fg_cls_accuracy": 0.5780539311241066, "iteration": 15159, "loss_box_reg": 0.2662436943501234, "loss_cls": 0.2287304513156414, "loss_mask": 0.27831265330314636, "loss_rpn_cls": 0.04221419245004654, "loss_rpn_loc": 0.07592192618176341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753822512202571, "mask_rcnn/false_negative": 0.0973465310022454, "mask_rcnn/false_positive": 0.15515884101815325, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.159493108978495, "total_loss": 0.8887253680732101} {"data_time": 0.011529591400176287, "eta_seconds": 86849.66379394289, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3774585143111705, "fast_rcnn/fg_cls_accuracy": 0.5976197472818101, "iteration": 15179, "loss_box_reg": 0.2733315732330084, "loss_cls": 0.23669503536075354, "loss_mask": 0.2750608064234257, "loss_rpn_cls": 0.03833938157185912, "loss_rpn_loc": 0.07713484962005168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768903815877184, "mask_rcnn/false_negative": 0.12304670999891781, "mask_rcnn/false_positive": 0.12291323423546219, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.161672258283943, "total_loss": 0.9152972581796348} {"data_time": 0.01213121134787798, "eta_seconds": 86810.12149192393, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3783096432552954, "fast_rcnn/fg_cls_accuracy": 0.6024684693527016, "iteration": 15199, "loss_box_reg": 0.2549771089106798, "loss_cls": 0.2348154131323099, "loss_mask": 0.2720673382282257, "loss_rpn_cls": 0.04735218547284603, "loss_rpn_loc": 0.08852944546379149, "lr": 0.0001, "mask_rcnn/accuracy": 0.875021367095516, "mask_rcnn/false_negative": 0.1037358517282077, "mask_rcnn/false_positive": 0.14336915142441975, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1275766419712454, "total_loss": 0.9295329002197832} {"data_time": 0.012645380571484566, "eta_seconds": 86782.8323640814, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3914997774810859, "fast_rcnn/fg_cls_accuracy": 0.5824045930428909, "iteration": 15219, "loss_box_reg": 0.26965189538896084, "loss_cls": 0.22511174529790878, "loss_mask": 0.2753848396241665, "loss_rpn_cls": 0.04048480693018064, "loss_rpn_loc": 0.0787289859727025, "lr": 0.0001, "mask_rcnn/accuracy": 0.880221910167916, "mask_rcnn/false_negative": 0.10491863479905708, "mask_rcnn/false_positive": 0.13526562586862725, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.162844251608476, "total_loss": 0.8881620342144743} {"data_time": 0.012376829981803894, "eta_seconds": 86759.62219228037, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.36869649268157967, "fast_rcnn/fg_cls_accuracy": 0.6102941176470589, "iteration": 15239, "loss_box_reg": 0.27690136060118675, "loss_cls": 0.2370821051299572, "loss_mask": 0.2803772985935211, "loss_rpn_cls": 0.04823327128542587, "loss_rpn_loc": 0.08073409041389823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852363585061684, "mask_rcnn/false_negative": 0.08526763089846895, "mask_rcnn/false_positive": 0.14788773009002434, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1611238645855337, "total_loss": 0.9088760411832482} {"data_time": 0.011315317125990987, "eta_seconds": 86681.39185929205, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3808592840850905, "fast_rcnn/fg_cls_accuracy": 0.5904150197628459, "iteration": 15259, "loss_box_reg": 0.24373795092105865, "loss_cls": 0.22300677094608545, "loss_mask": 0.27442118525505066, "loss_rpn_cls": 0.03663520788541064, "loss_rpn_loc": 0.0765740075148642, "lr": 0.0001, "mask_rcnn/accuracy": 0.882707830151543, "mask_rcnn/false_negative": 0.0959825642754048, "mask_rcnn/false_positive": 0.1407310328791032, "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": 1.1525724425446242, "total_loss": 0.8351791040040553} {"data_time": 0.012539641465991735, "eta_seconds": 86622.83748913556, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3824252824252824, "fast_rcnn/fg_cls_accuracy": 0.5812320348894836, "iteration": 15279, "loss_box_reg": 0.26898883655667305, "loss_cls": 0.2317100865766406, "loss_mask": 0.2717746328562498, "loss_rpn_cls": 0.034659791039302945, "loss_rpn_loc": 0.07209679903462529, "lr": 0.0001, "mask_rcnn/accuracy": 0.888287985862895, "mask_rcnn/false_negative": 0.09401188025443007, "mask_rcnn/false_positive": 0.1394050045782408, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1437263363040984, "total_loss": 0.8619149137521163} {"data_time": 0.012325285002589226, "eta_seconds": 86599.65150479693, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3618059126965574, "fast_rcnn/fg_cls_accuracy": 0.6363090357885103, "iteration": 15299, "loss_box_reg": 0.2701936103403568, "loss_cls": 0.22679980285465717, "loss_mask": 0.2776982467621565, "loss_rpn_cls": 0.039876482682302594, "loss_rpn_loc": 0.08264301298186183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846065200839857, "mask_rcnn/false_negative": 0.10534209615679732, "mask_rcnn/false_positive": 0.13469825911293792, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1538148105610162, "total_loss": 0.8789253014838323} {"data_time": 0.011639999458566308, "eta_seconds": 86587.97283106484, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3369689805860019, "fast_rcnn/fg_cls_accuracy": 0.610515756508123, "iteration": 15319, "loss_box_reg": 0.2789771407842636, "loss_cls": 0.2363109551370144, "loss_mask": 0.26259296014904976, "loss_rpn_cls": 0.041673953644931316, "loss_rpn_loc": 0.0797368932981044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794283615712187, "mask_rcnn/false_negative": 0.09318751445889559, "mask_rcnn/false_positive": 0.1418002295391803, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1689944816753268, "total_loss": 0.9092431964818388} {"data_time": 0.010978422360494733, "eta_seconds": 86616.88738534693, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.3909227282882768, "fast_rcnn/fg_cls_accuracy": 0.58171934624523, "iteration": 15339, "loss_box_reg": 0.2811507619917393, "loss_cls": 0.23146489914506674, "loss_mask": 0.2659272998571396, "loss_rpn_cls": 0.037834376795217395, "loss_rpn_loc": 0.0803727968595922, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850052205168866, "mask_rcnn/false_negative": 0.10241224349491518, "mask_rcnn/false_positive": 0.13219405233652715, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1615368390921503, "total_loss": 0.895607060752809} {"data_time": 0.012823909753933549, "eta_seconds": 86589.85763791949, "fast_rcnn/cls_accuracy": 0.907470703125, "fast_rcnn/false_negative": 0.4196080868340376, "fast_rcnn/fg_cls_accuracy": 0.5449335764522011, "iteration": 15359, "loss_box_reg": 0.2793181724846363, "loss_cls": 0.2452934794127941, "loss_mask": 0.27344486489892006, "loss_rpn_cls": 0.04344162507914007, "loss_rpn_loc": 0.08658095425926149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835254312764067, "mask_rcnn/false_negative": 0.09928645880937481, "mask_rcnn/false_positive": 0.14815019646352628, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.162064579082653, "total_loss": 0.9563193456269801} {"data_time": 0.013018187368288636, "eta_seconds": 86542.21916698385, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.37147626112759646, "fast_rcnn/fg_cls_accuracy": 0.5967854922116664, "iteration": 15379, "loss_box_reg": 0.2729940116405487, "loss_cls": 0.23497415333986282, "loss_mask": 0.2792118266224861, "loss_rpn_cls": 0.041302445461042225, "loss_rpn_loc": 0.09452334395609796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748995217745218, "mask_rcnn/false_negative": 0.11139305789364981, "mask_rcnn/false_positive": 0.13759483442891995, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1600471024867147, "total_loss": 0.9295445256866515} {"data_time": 0.012927294010296464, "eta_seconds": 86547.27831431665, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3473784280235893, "fast_rcnn/fg_cls_accuracy": 0.6033197566002552, "iteration": 15399, "loss_box_reg": 0.2763107270002365, "loss_cls": 0.2377663031220436, "loss_mask": 0.28160868026316166, "loss_rpn_cls": 0.04326311661861837, "loss_rpn_loc": 0.07672462519258261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8746037505921302, "mask_rcnn/false_negative": 0.10909174715944997, "mask_rcnn/false_positive": 0.12666958957165375, "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": 1.1723556236829609, "total_loss": 0.9236181450542063} {"data_time": 0.012476976029574871, "eta_seconds": 86534.82324474491, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3640290359349691, "fast_rcnn/fg_cls_accuracy": 0.6073688969258589, "iteration": 15419, "loss_box_reg": 0.27144153229892254, "loss_cls": 0.2410056497901678, "loss_mask": 0.2713779043406248, "loss_rpn_cls": 0.04000489483587444, "loss_rpn_loc": 0.08174467505887151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911063869992442, "mask_rcnn/false_negative": 0.08668644184340547, "mask_rcnn/false_positive": 0.11591011469255132, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1654142343904823, "total_loss": 0.8907227030722424} {"data_time": 0.011596222640946507, "eta_seconds": 86527.52047426999, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.32547169811320753, "fast_rcnn/fg_cls_accuracy": 0.6226430562387276, "iteration": 15439, "loss_box_reg": 0.27279398404061794, "loss_cls": 0.2412410294637084, "loss_mask": 0.26549225859344006, "loss_rpn_cls": 0.04121434991247952, "loss_rpn_loc": 0.0810289781074971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922898322891004, "mask_rcnn/false_negative": 0.09226613667028186, "mask_rcnn/false_positive": 0.13297765481711354, "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": 1.1709442103747278, "total_loss": 0.9058033323381096} {"data_time": 0.01323724933899939, "eta_seconds": 86482.35002647154, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.4224729831008389, "fast_rcnn/fg_cls_accuracy": 0.5402005629838142, "iteration": 15459, "loss_box_reg": 0.26593050360679626, "loss_cls": 0.23611112404614687, "loss_mask": 0.28316740691661835, "loss_rpn_cls": 0.049143357668071985, "loss_rpn_loc": 0.08477673609741032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788452921876524, "mask_rcnn/false_negative": 0.10878667435647953, "mask_rcnn/false_positive": 0.13214655108461076, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1473517294507474, "total_loss": 0.9242884186096489} {"data_time": 0.011713227722793818, "eta_seconds": 86384.50409003533, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3812786182113256, "fast_rcnn/fg_cls_accuracy": 0.6004115226337449, "iteration": 15479, "loss_box_reg": 0.254537720233202, "loss_cls": 0.213663169182837, "loss_mask": 0.26150286570191383, "loss_rpn_cls": 0.03928146231919527, "loss_rpn_loc": 0.08085897471755743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897304783128164, "mask_rcnn/false_negative": 0.08128439955240221, "mask_rcnn/false_positive": 0.11728930001826379, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1293775809463114, "total_loss": 0.8553102510049939} {"data_time": 0.011849128175526857, "eta_seconds": 86341.4087468991, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.38535009724923586, "fast_rcnn/fg_cls_accuracy": 0.5824274568247567, "iteration": 15499, "loss_box_reg": 0.2838254254311323, "loss_cls": 0.2438823152333498, "loss_mask": 0.2743567768484354, "loss_rpn_cls": 0.04928499413654208, "loss_rpn_loc": 0.08826094632968307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802926670777387, "mask_rcnn/false_negative": 0.10413042608656317, "mask_rcnn/false_positive": 0.14200266976916875, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1524821044877172, "total_loss": 0.9489942281506956} {"data_time": 0.011018979363143444, "eta_seconds": 86325.9635466151, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.3709171533636167, "fast_rcnn/fg_cls_accuracy": 0.6155713640469738, "iteration": 15519, "loss_box_reg": 0.2622571652755141, "loss_cls": 0.22777828201651573, "loss_mask": 0.25979763455688953, "loss_rpn_cls": 0.043749220902100205, "loss_rpn_loc": 0.08913894789293408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817413699986778, "mask_rcnn/false_negative": 0.09202893157626396, "mask_rcnn/false_positive": 0.12477346208501874, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.173436762066558, "total_loss": 0.9101496663060971} {"data_time": 0.012093992670997977, "eta_seconds": 86308.59338765033, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.403833086853991, "fast_rcnn/fg_cls_accuracy": 0.5741700626772479, "iteration": 15539, "loss_box_reg": 0.27595273591578007, "loss_cls": 0.2367175556719303, "loss_mask": 0.2714219242334366, "loss_rpn_cls": 0.03582993650343269, "loss_rpn_loc": 0.08058293629437685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8756609961282742, "mask_rcnn/false_negative": 0.09599611915678916, "mask_rcnn/false_positive": 0.13869970236729415, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.162444754038006, "total_loss": 0.9236773535376415} {"data_time": 0.012743401573970914, "eta_seconds": 86257.57830913179, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.384729315628192, "fast_rcnn/fg_cls_accuracy": 0.5375220482120904, "iteration": 15559, "loss_box_reg": 0.265540411695838, "loss_cls": 0.24356825649738312, "loss_mask": 0.2600802965462208, "loss_rpn_cls": 0.03721404785756022, "loss_rpn_loc": 0.07899909117259085, "lr": 0.0001, "mask_rcnn/accuracy": 0.885033165150761, "mask_rcnn/false_negative": 0.10440245557153355, "mask_rcnn/false_positive": 0.12689256248185227, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1545424468349665, "total_loss": 0.8867490072734654} {"data_time": 0.011848262511193752, "eta_seconds": 86222.77296797372, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.36557474801877354, "fast_rcnn/fg_cls_accuracy": 0.5886171497584541, "iteration": 15579, "loss_box_reg": 0.2562936283648014, "loss_cls": 0.22476484160870314, "loss_mask": 0.27575242333114147, "loss_rpn_cls": 0.037574532674625516, "loss_rpn_loc": 0.07466387643944472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848338590793323, "mask_rcnn/false_negative": 0.096257342704431, "mask_rcnn/false_positive": 0.14379554468827538, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.153721262468025, "total_loss": 0.870048149023205} {"data_time": 0.013109189225360751, "eta_seconds": 86199.60103221238, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.36812363834422657, "fast_rcnn/fg_cls_accuracy": 0.6056913116123643, "iteration": 15599, "loss_box_reg": 0.24356969259679317, "loss_cls": 0.22384061478078365, "loss_mask": 0.2522418424487114, "loss_rpn_cls": 0.03677001525647938, "loss_rpn_loc": 0.07480376260355115, "lr": 0.0001, "mask_rcnn/accuracy": 0.878774323610151, "mask_rcnn/false_negative": 0.09883867352746523, "mask_rcnn/false_positive": 0.1429660480246362, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.141058759065345, "total_loss": 0.8360635400749743} {"data_time": 0.01117088831961155, "eta_seconds": 86181.08928571455, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.4011684518013632, "fast_rcnn/fg_cls_accuracy": 0.5480437284234753, "iteration": 15619, "loss_box_reg": 0.21543803252279758, "loss_cls": 0.20475655607879162, "loss_mask": 0.259382888674736, "loss_rpn_cls": 0.03256920096464455, "loss_rpn_loc": 0.07247641624417156, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871248580656034, "mask_rcnn/false_negative": 0.09747518329978994, "mask_rcnn/false_positive": 0.1330584321418895, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.150543185416609, "total_loss": 0.7960555495228618} {"data_time": 0.012975360034033656, "eta_seconds": 86157.9160968773, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.35496697154471546, "fast_rcnn/fg_cls_accuracy": 0.5971014492753624, "iteration": 15639, "loss_box_reg": 0.27512944862246513, "loss_cls": 0.23625255189836025, "loss_mask": 0.27672864124178886, "loss_rpn_cls": 0.03924902144353837, "loss_rpn_loc": 0.08029993623495102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901650773070504, "mask_rcnn/false_negative": 0.09738274299147642, "mask_rcnn/false_positive": 0.11983458516764381, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1622496512718499, "total_loss": 0.917305345647037} {"data_time": 0.011888807639479637, "eta_seconds": 86102.50977326185, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.40279123611885265, "fast_rcnn/fg_cls_accuracy": 0.5850017281057431, "iteration": 15659, "loss_box_reg": 0.26988034695386887, "loss_cls": 0.23249729443341494, "loss_mask": 0.26426752284169197, "loss_rpn_cls": 0.04421918233856559, "loss_rpn_loc": 0.074369961861521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786356826485362, "mask_rcnn/false_negative": 0.101439624438211, "mask_rcnn/false_positive": 0.14327157155033277, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1458372022025287, "total_loss": 0.8978231900837272} {"data_time": 0.01249323645606637, "eta_seconds": 86090.3206820786, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.37024590163934423, "fast_rcnn/fg_cls_accuracy": 0.5900699960105901, "iteration": 15679, "loss_box_reg": 0.253089876845479, "loss_cls": 0.23001028643921018, "loss_mask": 0.2673529405146837, "loss_rpn_cls": 0.043622325523756444, "loss_rpn_loc": 0.08287619752809405, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870157534280151, "mask_rcnn/false_negative": 0.0959124430891902, "mask_rcnn/false_positive": 0.13814248116092465, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.153266221517697, "total_loss": 0.8801559547428042} {"data_time": 0.012758001452311873, "eta_seconds": 86073.21904394776, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.4215032031726662, "fast_rcnn/fg_cls_accuracy": 0.5018013084704729, "iteration": 15699, "loss_box_reg": 0.26733842492103577, "loss_cls": 0.22889030445367098, "loss_mask": 0.2739665936678648, "loss_rpn_cls": 0.04176311194896698, "loss_rpn_loc": 0.08523587021045387, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832341322932418, "mask_rcnn/false_negative": 0.10156627205580548, "mask_rcnn/false_positive": 0.1332600676534064, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.157329226611182, "total_loss": 0.9120557836722583} {"data_time": 0.01273895613849163, "eta_seconds": 86018.44140672125, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3791270065655138, "fast_rcnn/fg_cls_accuracy": 0.5979722300757075, "iteration": 15719, "loss_box_reg": 0.2559761554002762, "loss_cls": 0.21179396659135818, "loss_mask": 0.2721788492053747, "loss_rpn_cls": 0.039943277603015304, "loss_rpn_loc": 0.07682711002416909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791885574444382, "mask_rcnn/false_negative": 0.10627288370679935, "mask_rcnn/false_positive": 0.13509802508403373, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1565866540186107, "total_loss": 0.8582851083483547} {"data_time": 0.01264714659191668, "eta_seconds": 85975.85329911672, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3686973958470753, "fast_rcnn/fg_cls_accuracy": 0.5994828632489908, "iteration": 15739, "loss_box_reg": 0.24484534189105034, "loss_cls": 0.22404578607529402, "loss_mask": 0.26348903961479664, "loss_rpn_cls": 0.03663829551078379, "loss_rpn_loc": 0.06837830995209515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798902208863055, "mask_rcnn/false_negative": 0.09908569406727885, "mask_rcnn/false_positive": 0.1371457757804202, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1652961620129645, "total_loss": 0.8367065649945289} {"data_time": 0.012707711197435856, "eta_seconds": 85974.16817188263, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.37645923161078576, "fast_rcnn/fg_cls_accuracy": 0.5821621417513121, "iteration": 15759, "loss_box_reg": 0.2380485087633133, "loss_cls": 0.20841333735734224, "loss_mask": 0.2584972735494375, "loss_rpn_cls": 0.0396977907512337, "loss_rpn_loc": 0.08556829369626939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882323225064674, "mask_rcnn/false_negative": 0.09237076685177043, "mask_rcnn/false_positive": 0.14699418255849533, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1482290169224143, "total_loss": 0.8195062965387478} {"data_time": 0.011990491300821304, "eta_seconds": 85986.14691385534, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3848021026592455, "fast_rcnn/fg_cls_accuracy": 0.5703097028284998, "iteration": 15779, "loss_box_reg": 0.255141194909811, "loss_cls": 0.217094911262393, "loss_mask": 0.27242701686918736, "loss_rpn_cls": 0.03735342645086348, "loss_rpn_loc": 0.08487195940688252, "lr": 0.0001, "mask_rcnn/accuracy": 0.880962045769955, "mask_rcnn/false_negative": 0.09628127745968529, "mask_rcnn/false_positive": 0.134567101705313, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1702772134449333, "total_loss": 0.8866954166442156} {"data_time": 0.012738327961415052, "eta_seconds": 85931.35461090133, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.39659311830979316, "fast_rcnn/fg_cls_accuracy": 0.5660686267821815, "iteration": 15799, "loss_box_reg": 0.2825922928750515, "loss_cls": 0.23232011497020721, "loss_mask": 0.2752857059240341, "loss_rpn_cls": 0.04447527811862528, "loss_rpn_loc": 0.08677744399756193, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838425027090482, "mask_rcnn/false_negative": 0.11278052319824422, "mask_rcnn/false_positive": 0.12102383102021746, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1489558566827327, "total_loss": 0.9422652464709245} {"data_time": 0.012031691148877144, "eta_seconds": 85931.00338119082, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.39232589587559163, "fast_rcnn/fg_cls_accuracy": 0.5490768395329895, "iteration": 15819, "loss_box_reg": 0.2653716430068016, "loss_cls": 0.2278972016647458, "loss_mask": 0.2680844832211733, "loss_rpn_cls": 0.03978632786311209, "loss_rpn_loc": 0.07794261770322919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828793806848583, "mask_rcnn/false_negative": 0.0986649426627906, "mask_rcnn/false_positive": 0.1505540781339377, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1722906201612204, "total_loss": 0.8782642327714711} {"data_time": 0.012560786446556449, "eta_seconds": 85907.83514086157, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.44233244658027976, "fast_rcnn/fg_cls_accuracy": 0.53698068929857, "iteration": 15839, "loss_box_reg": 0.24609336629509926, "loss_cls": 0.21788976341485977, "loss_mask": 0.2643915619701147, "loss_rpn_cls": 0.048400772269815207, "loss_rpn_loc": 0.08395441970787942, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820653076783318, "mask_rcnn/false_negative": 0.09569276912752872, "mask_rcnn/false_positive": 0.13206046345378208, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.146720661316067, "total_loss": 0.8559617686551064} {"data_time": 0.013703017961233854, "eta_seconds": 85893.46445962321, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.38660707952046536, "fast_rcnn/fg_cls_accuracy": 0.5956266529058891, "iteration": 15859, "loss_box_reg": 0.2702191397547722, "loss_cls": 0.23091288469731808, "loss_mask": 0.26600254885852337, "loss_rpn_cls": 0.04363271640613675, "loss_rpn_loc": 0.08571745431981981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8686070229373801, "mask_rcnn/false_negative": 0.10231571068630713, "mask_rcnn/false_positive": 0.15078826031707204, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 204.375, "rpn/num_pos_anchors": 51.625, "time": 1.168044548947364, "total_loss": 0.9131003434304148} {"data_time": 0.012572074541822076, "eta_seconds": 85878.8980096858, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3808797909407665, "fast_rcnn/fg_cls_accuracy": 0.5795876887340301, "iteration": 15879, "loss_box_reg": 0.2807614170014858, "loss_cls": 0.24741266295313835, "loss_mask": 0.27312123216688633, "loss_rpn_cls": 0.03417071024887264, "loss_rpn_loc": 0.0751700708642602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758748917426903, "mask_rcnn/false_negative": 0.11784487188392906, "mask_rcnn/false_positive": 0.12988485099946118, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1541614781599492, "total_loss": 0.9066619807854295} {"data_time": 0.010491788387298584, "eta_seconds": 85868.88593849726, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.41756186200630646, "fast_rcnn/fg_cls_accuracy": 0.5588423921757255, "iteration": 15899, "loss_box_reg": 0.26924669928848743, "loss_cls": 0.22770363092422485, "loss_mask": 0.28648456558585167, "loss_rpn_cls": 0.041780897532589734, "loss_rpn_loc": 0.08678670192603022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8695340964973064, "mask_rcnn/false_negative": 0.10813079127261624, "mask_rcnn/false_positive": 0.15548919513684376, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1563329410273582, "total_loss": 0.904505820129998} {"data_time": 0.011954345973208547, "eta_seconds": 85840.4272050038, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6371272375239649, "iteration": 15919, "loss_box_reg": 0.26373719051480293, "loss_cls": 0.23691354878246784, "loss_mask": 0.26923984847962856, "loss_rpn_cls": 0.04408418131060898, "loss_rpn_loc": 0.07823994453065097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884121924328522, "mask_rcnn/false_negative": 0.0937062290980654, "mask_rcnn/false_positive": 0.12851505051189308, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.148512888001278, "total_loss": 0.9064044766128063} {"data_time": 0.01172776403836906, "eta_seconds": 85796.5253421478, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3410587380514497, "fast_rcnn/fg_cls_accuracy": 0.6197145621673923, "iteration": 15939, "loss_box_reg": 0.2388593815267086, "loss_cls": 0.22423105034977198, "loss_mask": 0.25793541595339775, "loss_rpn_cls": 0.03731981723103672, "loss_rpn_loc": 0.08254270302131772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961292782792029, "mask_rcnn/false_negative": 0.09233491108263664, "mask_rcnn/false_positive": 0.1297768746502386, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.151481929467991, "total_loss": 0.8456619386561215} {"data_time": 0.012513492023572326, "eta_seconds": 85768.82569888607, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.38020526129526955, "fast_rcnn/fg_cls_accuracy": 0.5829268292682926, "iteration": 15959, "loss_box_reg": 0.23763109743595123, "loss_cls": 0.21633912064135075, "loss_mask": 0.26472518034279346, "loss_rpn_cls": 0.048452375922352076, "loss_rpn_loc": 0.07997309439815581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850241602155473, "mask_rcnn/false_negative": 0.09403382439140143, "mask_rcnn/false_positive": 0.1358044915003015, "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": 1.1642646889667958, "total_loss": 0.8518821460893378} {"data_time": 0.011931703891605139, "eta_seconds": 85770.90202098247, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36187136147301113, "fast_rcnn/fg_cls_accuracy": 0.5950359944128076, "iteration": 15979, "loss_box_reg": 0.2539933603256941, "loss_cls": 0.20971576869487762, "loss_mask": 0.26644727401435375, "loss_rpn_cls": 0.0397128303302452, "loss_rpn_loc": 0.0683767389273271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900007856146666, "mask_rcnn/false_negative": 0.09271852382376478, "mask_rcnn/false_positive": 0.12622211885060614, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.1640797567088157, "total_loss": 0.8573053547879681} {"data_time": 0.012103512650355697, "eta_seconds": 85727.01695002615, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.4176422469860938, "fast_rcnn/fg_cls_accuracy": 0.5460768931622213, "iteration": 15999, "loss_box_reg": 0.26258070953190327, "loss_cls": 0.22599403467029333, "loss_mask": 0.2655615173280239, "loss_rpn_cls": 0.04168192949146032, "loss_rpn_loc": 0.08044782979413867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977329208644396, "mask_rcnn/false_negative": 0.09230179813130956, "mask_rcnn/false_positive": 0.12097220430325263, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1533269288484007, "total_loss": 0.8948757865000516} {"data_time": 0.011442587012425065, "eta_seconds": 85701.55403684825, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.39373482272948035, "fast_rcnn/fg_cls_accuracy": 0.5632027458870872, "iteration": 16019, "loss_box_reg": 0.25555543787777424, "loss_cls": 0.22492168843746185, "loss_mask": 0.26624132692813873, "loss_rpn_cls": 0.035180902807042, "loss_rpn_loc": 0.08671978139318526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839258773786012, "mask_rcnn/false_negative": 0.09512063771766184, "mask_rcnn/false_positive": 0.14721181798014388, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1504537605214864, "total_loss": 0.8572759613743983} {"data_time": 0.012276495574042201, "eta_seconds": 85680.67802194506, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.34976783968719455, "fast_rcnn/fg_cls_accuracy": 0.6312952398478714, "iteration": 16039, "loss_box_reg": 0.2187640778720379, "loss_cls": 0.20169328711926937, "loss_mask": 0.26274434849619865, "loss_rpn_cls": 0.04078951675910503, "loss_rpn_loc": 0.07056845747865736, "lr": 0.0001, "mask_rcnn/accuracy": 0.895780032346, "mask_rcnn/false_negative": 0.09300559881308568, "mask_rcnn/false_positive": 0.12473777792807456, "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": 1.156470790039748, "total_loss": 0.8137235841713846} {"data_time": 0.012437709607183933, "eta_seconds": 85655.21634880453, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.38994459293908007, "fast_rcnn/fg_cls_accuracy": 0.5830177846431452, "iteration": 16059, "loss_box_reg": 0.2741081304848194, "loss_cls": 0.22470515221357346, "loss_mask": 0.26818653382360935, "loss_rpn_cls": 0.037823092425242066, "loss_rpn_loc": 0.08420941769145429, "lr": 0.0001, "mask_rcnn/accuracy": 0.883144573953603, "mask_rcnn/false_negative": 0.10706365594570079, "mask_rcnn/false_positive": 0.11865756734339021, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1615691797342151, "total_loss": 0.8918248440604657} {"data_time": 0.012318900553509593, "eta_seconds": 85607.08534821868, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.37350557244174265, "fast_rcnn/fg_cls_accuracy": 0.5784347231715653, "iteration": 16079, "loss_box_reg": 0.26264187693595886, "loss_cls": 0.2415679655969143, "loss_mask": 0.2650300655514002, "loss_rpn_cls": 0.040459968615323305, "loss_rpn_loc": 0.08321508835069835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812123580635262, "mask_rcnn/false_negative": 0.08390971913186229, "mask_rcnn/false_positive": 0.14891181442326346, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.149987094802782, "total_loss": 0.8698887352366} {"data_time": 0.011624857084825635, "eta_seconds": 85606.64801658131, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.37885499473230533, "fast_rcnn/fg_cls_accuracy": 0.5868093871845803, "iteration": 16099, "loss_box_reg": 0.2717104274779558, "loss_cls": 0.23299548961222172, "loss_mask": 0.2665353771299124, "loss_rpn_cls": 0.03859490470495075, "loss_rpn_loc": 0.08569383365102112, "lr": 0.0001, "mask_rcnn/accuracy": 0.893537016203586, "mask_rcnn/false_negative": 0.11156076954703893, "mask_rcnn/false_positive": 0.12491908312062407, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1619033610913903, "total_loss": 0.908092122641392} {"data_time": 0.01169321034103632, "eta_seconds": 85583.47977625206, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.38359543632439097, "fast_rcnn/fg_cls_accuracy": 0.5839400873725817, "iteration": 16119, "loss_box_reg": 0.24977013561874628, "loss_cls": 0.23187781870365143, "loss_mask": 0.2671250067651272, "loss_rpn_cls": 0.037462263950146735, "loss_rpn_loc": 0.07453040243126452, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804292695908569, "mask_rcnn/false_negative": 0.09846949983893516, "mask_rcnn/false_positive": 0.13238751311213937, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1356876292265952, "total_loss": 0.8651286708191037} {"data_time": 0.010838176822289824, "eta_seconds": 85572.59328348096, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.40743274053807566, "fast_rcnn/fg_cls_accuracy": 0.5625427137640833, "iteration": 16139, "loss_box_reg": 0.2874640878289938, "loss_cls": 0.239740626886487, "loss_mask": 0.27087654545903206, "loss_rpn_cls": 0.043853785027749836, "loss_rpn_loc": 0.08093852922320366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827568407840177, "mask_rcnn/false_negative": 0.10992779244985612, "mask_rcnn/false_positive": 0.12439741707116414, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.17074633250013, "total_loss": 0.9013455086387694} {"data_time": 0.011630056658759713, "eta_seconds": 85549.42171746865, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31314503340525646, "fast_rcnn/fg_cls_accuracy": 0.6584713304044159, "iteration": 16159, "loss_box_reg": 0.24479452706873417, "loss_cls": 0.20848191436380148, "loss_mask": 0.25594983249902725, "loss_rpn_cls": 0.03652780223637819, "loss_rpn_loc": 0.07860847562551498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855285429769968, "mask_rcnn/false_negative": 0.09916171318342012, "mask_rcnn/false_positive": 0.12841296908697047, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1569268389139324, "total_loss": 0.8080064945388585} {"data_time": 0.01246623881161213, "eta_seconds": 85526.25015145633, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4384057971014493, "fast_rcnn/fg_cls_accuracy": 0.5486369770580297, "iteration": 16179, "loss_box_reg": 0.26702383160591125, "loss_cls": 0.2334861047565937, "loss_mask": 0.2873951308429241, "loss_rpn_cls": 0.03629526752047241, "loss_rpn_loc": 0.08354367548599839, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775251464349195, "mask_rcnn/false_negative": 0.09495274022423346, "mask_rcnn/false_positive": 0.12863384786853252, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1672827254515141, "total_loss": 0.9003218600992113} {"data_time": 0.012249947525560856, "eta_seconds": 85525.07900549099, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.36544710936385394, "fast_rcnn/fg_cls_accuracy": 0.605705693823448, "iteration": 16199, "loss_box_reg": 0.2818514220416546, "loss_cls": 0.23872684687376022, "loss_mask": 0.27093933522701263, "loss_rpn_cls": 0.04572739091236144, "loss_rpn_loc": 0.08399128168821335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771741983636783, "mask_rcnn/false_negative": 0.1062721483556755, "mask_rcnn/false_positive": 0.14075133375679738, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1433542279992253, "total_loss": 0.91658421815373} {"data_time": 0.012301657814532518, "eta_seconds": 85518.94461529795, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3424776188815254, "fast_rcnn/fg_cls_accuracy": 0.6260593220338984, "iteration": 16219, "loss_box_reg": 0.2616079328581691, "loss_cls": 0.22356677055358887, "loss_mask": 0.26224236004054546, "loss_rpn_cls": 0.043071214691735804, "loss_rpn_loc": 0.08078166539780796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875346148510532, "mask_rcnn/false_negative": 0.09192781248714582, "mask_rcnn/false_positive": 0.1380924505790191, "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": 1.1666051684878767, "total_loss": 0.8667131690308452} {"data_time": 0.011478902539238334, "eta_seconds": 85464.80623275042, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4114420062695925, "fast_rcnn/fg_cls_accuracy": 0.5339012925969447, "iteration": 16239, "loss_box_reg": 0.2541066836565733, "loss_cls": 0.22461559250950813, "loss_mask": 0.2732872236520052, "loss_rpn_cls": 0.045116094406694174, "loss_rpn_loc": 0.08621913101524115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8735817537131776, "mask_rcnn/false_negative": 0.09948161894655169, "mask_rcnn/false_positive": 0.15488009327624314, "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": 1.136339926859364, "total_loss": 0.9169569330988452} {"data_time": 0.011689375154674053, "eta_seconds": 85464.83034904115, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3615244244806288, "fast_rcnn/fg_cls_accuracy": 0.6053208633853795, "iteration": 16259, "loss_box_reg": 0.24278456903994083, "loss_cls": 0.20882335677742958, "loss_mask": 0.26455611549317837, "loss_rpn_cls": 0.04121512081474066, "loss_rpn_loc": 0.09391955542378128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926678420826901, "mask_rcnn/false_negative": 0.08932457758036848, "mask_rcnn/false_positive": 0.1264105755841005, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1574726356193423, "total_loss": 0.8303552545839921} {"data_time": 0.012448981869965792, "eta_seconds": 85449.3981707748, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3680358214928957, "fast_rcnn/fg_cls_accuracy": 0.6100310186111667, "iteration": 16279, "loss_box_reg": 0.2671943223103881, "loss_cls": 0.24461187608540058, "loss_mask": 0.26607467234134674, "loss_rpn_cls": 0.044263321440666914, "loss_rpn_loc": 0.07880135206505656, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880110268679929, "mask_rcnn/false_negative": 0.10721578703574276, "mask_rcnn/false_positive": 0.12584546851224224, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1482368425931782, "total_loss": 0.8749174627009779} {"data_time": 0.012261705938726664, "eta_seconds": 85446.56667800155, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.3627021563342318, "fast_rcnn/fg_cls_accuracy": 0.5573901801523284, "iteration": 16299, "loss_box_reg": 0.2937710713595152, "loss_cls": 0.2622412331402302, "loss_mask": 0.2766595911234617, "loss_rpn_cls": 0.04651519609615207, "loss_rpn_loc": 0.08037310582585633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916725459289458, "mask_rcnn/false_negative": 0.09197959395740621, "mask_rcnn/false_positive": 0.11973922275494993, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1669298075139523, "total_loss": 0.9628379438072443} {"data_time": 0.01261420315131545, "eta_seconds": 85403.03387442604, "fast_rcnn/cls_accuracy": 0.909423828125, "fast_rcnn/false_negative": 0.39484953703703707, "fast_rcnn/fg_cls_accuracy": 0.5641917618553133, "iteration": 16319, "loss_box_reg": 0.2640605717897415, "loss_cls": 0.24562673643231392, "loss_mask": 0.27407921850681305, "loss_rpn_cls": 0.03942125313915312, "loss_rpn_loc": 0.07370771700516343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804009134752611, "mask_rcnn/false_negative": 0.10006652520611015, "mask_rcnn/false_positive": 0.14023391180267547, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.158019321737811, "total_loss": 0.8910506396787241} {"data_time": 0.012081535998731852, "eta_seconds": 85340.87762335781, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3876858435681965, "fast_rcnn/fg_cls_accuracy": 0.5733397037744863, "iteration": 16339, "loss_box_reg": 0.2732759788632393, "loss_cls": 0.22603901289403439, "loss_mask": 0.26855609379708767, "loss_rpn_cls": 0.04481933428905904, "loss_rpn_loc": 0.0706556630320847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826777273379864, "mask_rcnn/false_negative": 0.10450525337649597, "mask_rcnn/false_positive": 0.1279561852304099, "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": 1.1401877065654844, "total_loss": 0.8989784619770944} {"data_time": 0.011704871663823724, "eta_seconds": 85268.38749072514, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3768377016989669, "fast_rcnn/fg_cls_accuracy": 0.6035789434482245, "iteration": 16359, "loss_box_reg": 0.26729091815650463, "loss_cls": 0.23380187898874283, "loss_mask": 0.2726066838949919, "loss_rpn_cls": 0.03596085181925446, "loss_rpn_loc": 0.0832659057341516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8712830429201384, "mask_rcnn/false_negative": 0.09470561345855036, "mask_rcnn/false_positive": 0.1515986464146909, "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": 1.1468719237018377, "total_loss": 0.8999226645100862} {"data_time": 0.01228257198818028, "eta_seconds": 85239.7009207774, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32718842729970327, "fast_rcnn/fg_cls_accuracy": 0.6273115927619806, "iteration": 16379, "loss_box_reg": 0.2584493514150381, "loss_cls": 0.23298461362719536, "loss_mask": 0.26982435025274754, "loss_rpn_cls": 0.04122894536703825, "loss_rpn_loc": 0.08384309173561633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877369718790526, "mask_rcnn/false_negative": 0.0958829493616927, "mask_rcnn/false_positive": 0.12232653017264836, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1474959114566445, "total_loss": 0.8930176652502269} {"data_time": 0.012542380252853036, "eta_seconds": 85222.07114771008, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3609553247084316, "fast_rcnn/fg_cls_accuracy": 0.5621240586015392, "iteration": 16399, "loss_box_reg": 0.27089643478393555, "loss_cls": 0.23462132923305035, "loss_mask": 0.2766310330480337, "loss_rpn_cls": 0.03797345329076052, "loss_rpn_loc": 0.07604466937482357, "lr": 0.0001, "mask_rcnn/accuracy": 0.888458670178736, "mask_rcnn/false_negative": 0.0835526894497242, "mask_rcnn/false_positive": 0.14706302484520511, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.169545503333211, "total_loss": 0.9052759604528546} {"data_time": 0.011866762768477201, "eta_seconds": 85198.91297620256, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3860572144678277, "fast_rcnn/fg_cls_accuracy": 0.5899509803921569, "iteration": 16419, "loss_box_reg": 0.26211487874388695, "loss_cls": 0.22243273258209229, "loss_mask": 0.25880780071020126, "loss_rpn_cls": 0.035521392070222646, "loss_rpn_loc": 0.0722516926471144, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804184500360377, "mask_rcnn/false_negative": 0.09956330466837335, "mask_rcnn/false_positive": 0.14322972870803818, "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": 1.1629523104056716, "total_loss": 0.8843050783034414} {"data_time": 0.011256510391831398, "eta_seconds": 85093.81801748648, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3713929748412507, "fast_rcnn/fg_cls_accuracy": 0.5915542228885557, "iteration": 16439, "loss_box_reg": 0.2621184606105089, "loss_cls": 0.22923417203128338, "loss_mask": 0.26877050288021564, "loss_rpn_cls": 0.03906755079515278, "loss_rpn_loc": 0.08549055457115173, "lr": 0.0001, "mask_rcnn/accuracy": 0.875801259152357, "mask_rcnn/false_negative": 0.11403307230798645, "mask_rcnn/false_positive": 0.13572913532182726, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.1367311396170408, "total_loss": 0.8819063906557858} {"data_time": 0.012041282607242465, "eta_seconds": 85083.4353407938, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.35650623885918004, "fast_rcnn/fg_cls_accuracy": 0.6324412647942059, "iteration": 16459, "loss_box_reg": 0.2617369331419468, "loss_cls": 0.22884786128997803, "loss_mask": 0.26366661861538887, "loss_rpn_cls": 0.03669309942051768, "loss_rpn_loc": 0.0740427803248167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807703695268463, "mask_rcnn/false_negative": 0.09742465912990013, "mask_rcnn/false_positive": 0.14066639216399085, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1530648120678961, "total_loss": 0.8855520348297432} {"data_time": 0.011291858041658998, "eta_seconds": 85087.01489048079, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3598376200071115, "fast_rcnn/fg_cls_accuracy": 0.6084715374271628, "iteration": 16479, "loss_box_reg": 0.26130713522434235, "loss_cls": 0.21253596898168325, "loss_mask": 0.27583054825663567, "loss_rpn_cls": 0.04195155622437596, "loss_rpn_loc": 0.07743131276220083, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842261782516341, "mask_rcnn/false_negative": 0.1065955235225845, "mask_rcnn/false_positive": 0.13181544300342618, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1452094304841012, "total_loss": 0.8981260978616774} {"data_time": 0.010974689852446318, "eta_seconds": 85080.99589229096, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.4090956005676687, "fast_rcnn/fg_cls_accuracy": 0.5469100761192104, "iteration": 16499, "loss_box_reg": 0.2441203687340021, "loss_cls": 0.23220895417034626, "loss_mask": 0.26643000543117523, "loss_rpn_cls": 0.037823755759745836, "loss_rpn_loc": 0.0790561935864389, "lr": 0.0001, "mask_rcnn/accuracy": 0.8689457850009306, "mask_rcnn/false_negative": 0.10991208554825482, "mask_rcnn/false_positive": 0.13408570526848557, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1415712602902204, "total_loss": 0.8758411298040301} {"data_time": 0.013186616124585271, "eta_seconds": 85066.178357061, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3807429257596325, "fast_rcnn/fg_cls_accuracy": 0.5915935951200915, "iteration": 16519, "loss_box_reg": 0.2414444461464882, "loss_cls": 0.21666172984987497, "loss_mask": 0.268880408257246, "loss_rpn_cls": 0.045325638726353645, "loss_rpn_loc": 0.07341448590159416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863199171291756, "mask_rcnn/false_negative": 0.10054086320812838, "mask_rcnn/false_positive": 0.1349731924148035, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1670658190269023, "total_loss": 0.8523002252914011} {"data_time": 0.010454644216224551, "eta_seconds": 85017.57499802392, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.39874586817032864, "fast_rcnn/fg_cls_accuracy": 0.5976925542142933, "iteration": 16539, "loss_box_reg": 0.26673038117587566, "loss_cls": 0.22186360973864794, "loss_mask": 0.2650103271007538, "loss_rpn_cls": 0.03669359185732901, "loss_rpn_loc": 0.08373184641823173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8691908072808816, "mask_rcnn/false_negative": 0.11459791814944961, "mask_rcnn/false_positive": 0.13484536139656922, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1571644926443696, "total_loss": 0.846434680162929} {"data_time": 0.011659086216241121, "eta_seconds": 85007.85056557506, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.35027124773960217, "fast_rcnn/fg_cls_accuracy": 0.5953011994070347, "iteration": 16559, "loss_box_reg": 0.23566925711929798, "loss_cls": 0.2012778278440237, "loss_mask": 0.2635040283203125, "loss_rpn_cls": 0.04244402144104242, "loss_rpn_loc": 0.06533195229712874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903176173673741, "mask_rcnn/false_negative": 0.09608662315871129, "mask_rcnn/false_positive": 0.12172785711192638, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.157565638422966, "total_loss": 0.790850771823898} {"data_time": 0.012585124466568232, "eta_seconds": 84984.70027947333, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3982117397098154, "fast_rcnn/fg_cls_accuracy": 0.569532293986637, "iteration": 16579, "loss_box_reg": 0.2648037113249302, "loss_cls": 0.21817939914762974, "loss_mask": 0.26719322614371777, "loss_rpn_cls": 0.03914235904812813, "loss_rpn_loc": 0.07596766413189471, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739743071403944, "mask_rcnn/false_negative": 0.10492188265079747, "mask_rcnn/false_positive": 0.14318885300489725, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1449877477716655, "total_loss": 0.873272429802455} {"data_time": 0.012921785935759544, "eta_seconds": 84988.78031899221, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3885367857076185, "fast_rcnn/fg_cls_accuracy": 0.6017902813299232, "iteration": 16599, "loss_box_reg": 0.27387348376214504, "loss_cls": 0.2253272458910942, "loss_mask": 0.2703575659543276, "loss_rpn_cls": 0.03273922111839056, "loss_rpn_loc": 0.07082291832193732, "lr": 0.0001, "mask_rcnn/accuracy": 0.889854261987012, "mask_rcnn/false_negative": 0.09942847022016792, "mask_rcnn/false_positive": 0.1321574854817277, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1622038390487432, "total_loss": 0.8819145308807492} {"data_time": 0.012238683411851525, "eta_seconds": 84954.21228654217, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.40256735836913604, "fast_rcnn/fg_cls_accuracy": 0.5653774700219558, "iteration": 16619, "loss_box_reg": 0.25146077014505863, "loss_cls": 0.22510904725641012, "loss_mask": 0.26177236065268517, "loss_rpn_cls": 0.036888679256662726, "loss_rpn_loc": 0.07744702347554266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8713648739789674, "mask_rcnn/false_negative": 0.10116043656296442, "mask_rcnn/false_positive": 0.15367731082281924, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1389330443926156, "total_loss": 0.8723336410475895} {"data_time": 0.011041296180337667, "eta_seconds": 84942.46490737423, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3293235865642639, "fast_rcnn/fg_cls_accuracy": 0.6543212732488202, "iteration": 16639, "loss_box_reg": 0.25290901958942413, "loss_cls": 0.21193967573344707, "loss_mask": 0.27243357338011265, "loss_rpn_cls": 0.0375777572626248, "loss_rpn_loc": 0.06561413360759616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871243832129951, "mask_rcnn/false_negative": 0.09082828140478776, "mask_rcnn/false_positive": 0.13653602056303735, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1707322110887617, "total_loss": 0.8340481324121356} {"data_time": 0.010928270174190402, "eta_seconds": 84948.4112965269, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.4330513784461153, "fast_rcnn/fg_cls_accuracy": 0.5423402255639098, "iteration": 16659, "loss_box_reg": 0.2617315277457237, "loss_cls": 0.22748832125216722, "loss_mask": 0.2746625039726496, "loss_rpn_cls": 0.0317260124720633, "loss_rpn_loc": 0.06966939428821206, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767943189180434, "mask_rcnn/false_negative": 0.10999888244576644, "mask_rcnn/false_positive": 0.14703977620191844, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.167585427640006, "total_loss": 0.8738894066773355} {"data_time": 0.0132293114438653, "eta_seconds": 84936.09124118462, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.33345428156748913, "fast_rcnn/fg_cls_accuracy": 0.6074034917698192, "iteration": 16679, "loss_box_reg": 0.24823492765426636, "loss_cls": 0.20322726853191853, "loss_mask": 0.26436325535178185, "loss_rpn_cls": 0.03897613100707531, "loss_rpn_loc": 0.07204386498779058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973074268870513, "mask_rcnn/false_negative": 0.09645967220599021, "mask_rcnn/false_positive": 0.12824696903528732, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1585793225094676, "total_loss": 0.8072421299293637} {"data_time": 0.011740510817617178, "eta_seconds": 84938.03133252077, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.38606771918710303, "fast_rcnn/fg_cls_accuracy": 0.568230277185501, "iteration": 16699, "loss_box_reg": 0.25038302782922983, "loss_cls": 0.20955705549567938, "loss_mask": 0.269826078787446, "loss_rpn_cls": 0.03656574583146721, "loss_rpn_loc": 0.07175327558070421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871634314952179, "mask_rcnn/false_negative": 0.11227004057969289, "mask_rcnn/false_positive": 0.12315774321037022, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1621287520974874, "total_loss": 0.8372403723187745} {"data_time": 0.012776666088029742, "eta_seconds": 84925.31387783587, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36663101604278076, "fast_rcnn/fg_cls_accuracy": 0.5998896662403772, "iteration": 16719, "loss_box_reg": 0.27285498194396496, "loss_cls": 0.24520731251686811, "loss_mask": 0.2665999233722687, "loss_rpn_cls": 0.043365095858462155, "loss_rpn_loc": 0.06718276394531131, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873437822098537, "mask_rcnn/false_negative": 0.09651582425533203, "mask_rcnn/false_positive": 0.11980541431774694, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1613610456697643, "total_loss": 0.8951517631066963} {"data_time": 0.011178454849869013, "eta_seconds": 84838.9790007798, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.39084391306134186, "fast_rcnn/fg_cls_accuracy": 0.5526110357861868, "iteration": 16739, "loss_box_reg": 0.25988821126520634, "loss_cls": 0.2316752802580595, "loss_mask": 0.2730723153799772, "loss_rpn_cls": 0.037012828048318624, "loss_rpn_loc": 0.07291881158016622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793690941990551, "mask_rcnn/false_negative": 0.10249504200031746, "mask_rcnn/false_positive": 0.1372681538883332, "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": 1.155678589362651, "total_loss": 0.8936719633638859} {"data_time": 0.012531556654721498, "eta_seconds": 84851.89067594707, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3937138573570358, "fast_rcnn/fg_cls_accuracy": 0.5700744752877454, "iteration": 16759, "loss_box_reg": 0.2552326424047351, "loss_cls": 0.22680513188242912, "loss_mask": 0.2659944035112858, "loss_rpn_cls": 0.034566698130220175, "loss_rpn_loc": 0.07069168565794826, "lr": 0.0001, "mask_rcnn/accuracy": 0.886385800169559, "mask_rcnn/false_negative": 0.09080762220040137, "mask_rcnn/false_positive": 0.1279649387902501, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1609587643761188, "total_loss": 0.8599066662136465} {"data_time": 0.012139729456976056, "eta_seconds": 84748.4084530361, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35428530548004006, "fast_rcnn/fg_cls_accuracy": 0.6211325529895603, "iteration": 16779, "loss_box_reg": 0.25374696031212807, "loss_cls": 0.22468749433755875, "loss_mask": 0.2617183215916157, "loss_rpn_cls": 0.03958131931722164, "loss_rpn_loc": 0.07711938954889774, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828189532329143, "mask_rcnn/false_negative": 0.1023097322858598, "mask_rcnn/false_positive": 0.12803803120878454, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1340071563608944, "total_loss": 0.8706171716330573} {"data_time": 0.011788680916652083, "eta_seconds": 84725.25947503746, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.4484236453201971, "fast_rcnn/fg_cls_accuracy": 0.5244520108654644, "iteration": 16799, "loss_box_reg": 0.266668651252985, "loss_cls": 0.2413173271343112, "loss_mask": 0.28465683944523335, "loss_rpn_cls": 0.04587358748540282, "loss_rpn_loc": 0.07823456451296806, "lr": 0.0001, "mask_rcnn/accuracy": 0.880121459641549, "mask_rcnn/false_negative": 0.09564406933696248, "mask_rcnn/false_positive": 0.14933121185271017, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1552867139689624, "total_loss": 0.9037219975143671} {"data_time": 0.011881529819220304, "eta_seconds": 84655.06971111987, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4011990761216767, "fast_rcnn/fg_cls_accuracy": 0.5326427771556551, "iteration": 16819, "loss_box_reg": 0.2753100451081991, "loss_cls": 0.23456026148051023, "loss_mask": 0.27647695131599903, "loss_rpn_cls": 0.03696052799932659, "loss_rpn_loc": 0.0902379509061575, "lr": 0.0001, "mask_rcnn/accuracy": 0.8685081195151453, "mask_rcnn/false_negative": 0.12310771568317906, "mask_rcnn/false_positive": 0.15102505667992472, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1562737359199673, "total_loss": 0.919174411916174} {"data_time": 0.012458441779017448, "eta_seconds": 84661.20939518325, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3609752874322717, "fast_rcnn/fg_cls_accuracy": 0.6011406736750963, "iteration": 16839, "loss_box_reg": 0.2774638216942549, "loss_cls": 0.23245290014892817, "loss_mask": 0.27240665070712566, "loss_rpn_cls": 0.038677076110616326, "loss_rpn_loc": 0.08804958686232567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826686396579557, "mask_rcnn/false_negative": 0.10037959012111441, "mask_rcnn/false_positive": 0.13415325105445822, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.164809287758544, "total_loss": 0.9193027378059924} {"data_time": 0.012160988990217447, "eta_seconds": 84638.06527014356, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.36715932395163, "fast_rcnn/fg_cls_accuracy": 0.6025439286650931, "iteration": 16859, "loss_box_reg": 0.25526709854602814, "loss_cls": 0.21061766520142555, "loss_mask": 0.2649715356528759, "loss_rpn_cls": 0.037748822825960815, "loss_rpn_loc": 0.07409223262220621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885440526984856, "mask_rcnn/false_negative": 0.09860154205898472, "mask_rcnn/false_positive": 0.13210169595165344, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1634000376798213, "total_loss": 0.8708806200884283} {"data_time": 0.0121208974160254, "eta_seconds": 84644.4409608841, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.4354465737115645, "fast_rcnn/fg_cls_accuracy": 0.5435005574136009, "iteration": 16879, "loss_box_reg": 0.25403050146996975, "loss_cls": 0.21016835421323776, "loss_mask": 0.27551913261413574, "loss_rpn_cls": 0.039662756491452456, "loss_rpn_loc": 0.08006981015205383, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821549723568357, "mask_rcnn/false_negative": 0.09171833228862258, "mask_rcnn/false_positive": 0.14067162792280286, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1671064533293247, "total_loss": 0.8285869348328561} {"data_time": 0.01329798181541264, "eta_seconds": 84632.36210870091, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.34540517961570594, "fast_rcnn/fg_cls_accuracy": 0.6165940766550523, "iteration": 16899, "loss_box_reg": 0.24796072393655777, "loss_cls": 0.21327417623251677, "loss_mask": 0.2580861020833254, "loss_rpn_cls": 0.032616341253742576, "loss_rpn_loc": 0.06793284206651151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895424610960607, "mask_rcnn/false_negative": 0.10318734349657097, "mask_rcnn/false_positive": 0.13038551388681457, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.161822404479608, "total_loss": 0.8207059102132916} {"data_time": 0.012203680584207177, "eta_seconds": 84586.36560704559, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.361388562475519, "fast_rcnn/fg_cls_accuracy": 0.5934215509894896, "iteration": 16919, "loss_box_reg": 0.25094661116600037, "loss_cls": 0.2375911995768547, "loss_mask": 0.2603808045387268, "loss_rpn_cls": 0.03876187349669635, "loss_rpn_loc": 0.06841935683041811, "lr": 0.0001, "mask_rcnn/accuracy": 0.879184312919192, "mask_rcnn/false_negative": 0.09181604110042726, "mask_rcnn/false_positive": 0.13533447952400737, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1506389908026904, "total_loss": 0.856464798329398} {"data_time": 0.011428833473473787, "eta_seconds": 84598.7273424631, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.37121829710144927, "fast_rcnn/fg_cls_accuracy": 0.5627377998345741, "iteration": 16939, "loss_box_reg": 0.24911693017929792, "loss_cls": 0.22446594014763832, "loss_mask": 0.25210418924689293, "loss_rpn_cls": 0.03462909744121134, "loss_rpn_loc": 0.06246124440804124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751677308513925, "mask_rcnn/false_negative": 0.09878373407489413, "mask_rcnn/false_positive": 0.14602999654352233, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1704748068004847, "total_loss": 0.8402029825374484} {"data_time": 0.012132205534726381, "eta_seconds": 84575.56864349172, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3742739617405095, "fast_rcnn/fg_cls_accuracy": 0.5845730815690762, "iteration": 16959, "loss_box_reg": 0.23748866748064756, "loss_cls": 0.2043770644813776, "loss_mask": 0.25934339687228203, "loss_rpn_cls": 0.037339900503866374, "loss_rpn_loc": 0.07366499525960535, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836387696613037, "mask_rcnn/false_negative": 0.09517660645804082, "mask_rcnn/false_positive": 0.1397172954980701, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1600052195135504, "total_loss": 0.7979036617325619} {"data_time": 0.012485400540754199, "eta_seconds": 84548.78390862141, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.38576708507670854, "fast_rcnn/fg_cls_accuracy": 0.5401617147869866, "iteration": 16979, "loss_box_reg": 0.2594615500420332, "loss_cls": 0.21461762953549623, "loss_mask": 0.26931341364979744, "loss_rpn_cls": 0.039910621708258986, "loss_rpn_loc": 0.08672158932313323, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856200196151757, "mask_rcnn/false_negative": 0.08938059601047682, "mask_rcnn/false_positive": 0.13858377001155478, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1504410097841173, "total_loss": 0.8859860160155222} {"data_time": 0.011632423149421811, "eta_seconds": 84525.62620281242, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3615878005267182, "fast_rcnn/fg_cls_accuracy": 0.624907189509583, "iteration": 16999, "loss_box_reg": 0.2542381752282381, "loss_cls": 0.2183921132236719, "loss_mask": 0.27476354874670506, "loss_rpn_cls": 0.04322538373526186, "loss_rpn_loc": 0.07975201960653067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818888546798029, "mask_rcnn/false_negative": 0.08964395624173957, "mask_rcnn/false_positive": 0.13923074342308495, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1419385054614395, "total_loss": 0.8892244161106646} {"data_time": 0.0116137710865587, "eta_seconds": 84504.16783097666, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.33375209380234505, "fast_rcnn/fg_cls_accuracy": 0.6169706582077716, "iteration": 17019, "loss_box_reg": 0.2624562829732895, "loss_cls": 0.2285358775407076, "loss_mask": 0.2608803678303957, "loss_rpn_cls": 0.044866275042295456, "loss_rpn_loc": 0.08240168169140816, "lr": 0.0001, "mask_rcnn/accuracy": 0.883988714774907, "mask_rcnn/false_negative": 0.08602335400392014, "mask_rcnn/false_positive": 0.12856964025670045, "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": 1.155293986434117, "total_loss": 0.8939530913485214} {"data_time": 0.012466516345739365, "eta_seconds": 84491.56303435564, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4345124738145115, "fast_rcnn/fg_cls_accuracy": 0.53863160592985, "iteration": 17039, "loss_box_reg": 0.25884406734257936, "loss_cls": 0.24006160255521536, "loss_mask": 0.2767953984439373, "loss_rpn_cls": 0.04546845308504999, "loss_rpn_loc": 0.09735538018867373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8735943610293053, "mask_rcnn/false_negative": 0.10450172256423726, "mask_rcnn/false_positive": 0.15807688866401148, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.163323255488649, "total_loss": 0.9419465207029134} {"data_time": 0.012389261974021792, "eta_seconds": 84436.07116639614, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33016304347826086, "fast_rcnn/fg_cls_accuracy": 0.6082997207570586, "iteration": 17059, "loss_box_reg": 0.24624480679631233, "loss_cls": 0.20995367504656315, "loss_mask": 0.26322912611067295, "loss_rpn_cls": 0.03355374390957877, "loss_rpn_loc": 0.07672321458812803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973568796436753, "mask_rcnn/false_negative": 0.09181886866009095, "mask_rcnn/false_positive": 0.12722965516095736, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.148766368161887, "total_loss": 0.861053473316133} {"data_time": 0.012357451021671295, "eta_seconds": 84434.9185127858, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.37240126909910665, "fast_rcnn/fg_cls_accuracy": 0.6054252506744376, "iteration": 17079, "loss_box_reg": 0.27548827044665813, "loss_cls": 0.23692600801587105, "loss_mask": 0.2813568785786629, "loss_rpn_cls": 0.044411445036530495, "loss_rpn_loc": 0.08935206825844944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8678632633029182, "mask_rcnn/false_negative": 0.11224431554545067, "mask_rcnn/false_positive": 0.1441701553679379, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 205.875, "rpn/num_pos_anchors": 50.125, "time": 1.1607278496958315, "total_loss": 0.9306179338600487} {"data_time": 0.011840758379548788, "eta_seconds": 84441.24966580421, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39880628401781293, "fast_rcnn/fg_cls_accuracy": 0.5689346576585661, "iteration": 17099, "loss_box_reg": 0.2554092761129141, "loss_cls": 0.23539335560053587, "loss_mask": 0.265835789963603, "loss_rpn_cls": 0.041838491801172495, "loss_rpn_loc": 0.0653105853125453, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803768430419225, "mask_rcnn/false_negative": 0.1098707220812655, "mask_rcnn/false_positive": 0.15164903528579288, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1752661541104317, "total_loss": 0.8342167406808585} {"data_time": 0.013262376189231873, "eta_seconds": 84461.74775404856, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35795845963075223, "fast_rcnn/fg_cls_accuracy": 0.5981761006289308, "iteration": 17119, "loss_box_reg": 0.23491682671010494, "loss_cls": 0.21384012326598167, "loss_mask": 0.25737182050943375, "loss_rpn_cls": 0.038679865188896656, "loss_rpn_loc": 0.07795118074864149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975211764274982, "mask_rcnn/false_negative": 0.10361272075476188, "mask_rcnn/false_positive": 0.11883883378060478, "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": 1.161101769655943, "total_loss": 0.8445929281879216} {"data_time": 0.011926164152100682, "eta_seconds": 84419.87239469308, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.35661691271268, "fast_rcnn/fg_cls_accuracy": 0.6042776809174176, "iteration": 17139, "loss_box_reg": 0.24624277837574482, "loss_cls": 0.2094092620536685, "loss_mask": 0.26499524898827076, "loss_rpn_cls": 0.04070160444825888, "loss_rpn_loc": 0.08009679010137916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991855651355265, "mask_rcnn/false_negative": 0.08983186099643109, "mask_rcnn/false_positive": 0.1108969603635391, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1574400691315532, "total_loss": 0.8381058112718165} {"data_time": 0.01212311745621264, "eta_seconds": 84388.7541903276, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.39909186942002317, "fast_rcnn/fg_cls_accuracy": 0.5483501168854523, "iteration": 17159, "loss_box_reg": 0.2661075834184885, "loss_cls": 0.22414240054786205, "loss_mask": 0.2742600832134485, "loss_rpn_cls": 0.04313328769057989, "loss_rpn_loc": 0.07354652509093285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843305939008167, "mask_rcnn/false_negative": 0.10141256338172099, "mask_rcnn/false_positive": 0.13443652445920978, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1526423171162605, "total_loss": 0.9024980096146464} {"data_time": 0.012594339437782764, "eta_seconds": 84319.12734642159, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.4062605689376574, "fast_rcnn/fg_cls_accuracy": 0.566494750414441, "iteration": 17179, "loss_box_reg": 0.25933038629591465, "loss_cls": 0.22220065724104643, "loss_mask": 0.2619893532246351, "loss_rpn_cls": 0.03356123249977827, "loss_rpn_loc": 0.07686495734378695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8755178902878356, "mask_rcnn/false_negative": 0.10350142495491038, "mask_rcnn/false_positive": 0.1302952571143619, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1527052980381995, "total_loss": 0.84214768424863} {"data_time": 0.011101810494437814, "eta_seconds": 84306.27451892942, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.3972315960504937, "fast_rcnn/fg_cls_accuracy": 0.5818744431333831, "iteration": 17199, "loss_box_reg": 0.2695515677332878, "loss_cls": 0.22358462866395712, "loss_mask": 0.260993380099535, "loss_rpn_cls": 0.03624566085636616, "loss_rpn_loc": 0.07192117674276233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8730989382862144, "mask_rcnn/false_negative": 0.10339300540373392, "mask_rcnn/false_positive": 0.13435379957054916, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.154107867507264, "total_loss": 0.885319062275812} {"data_time": 0.012543199583888054, "eta_seconds": 84239.13093706593, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.38596779657639346, "fast_rcnn/fg_cls_accuracy": 0.5958943439563595, "iteration": 17219, "loss_box_reg": 0.2601923868060112, "loss_cls": 0.23052684403955936, "loss_mask": 0.2720553819090128, "loss_rpn_cls": 0.02921252528904006, "loss_rpn_loc": 0.07105750706978142, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826845269745616, "mask_rcnn/false_negative": 0.10504286683194866, "mask_rcnn/false_positive": 0.11983790932500384, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1238235752098262, "total_loss": 0.897016181377694} {"data_time": 0.01265393104404211, "eta_seconds": 84259.95239007287, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4024094155561362, "fast_rcnn/fg_cls_accuracy": 0.5622017899053464, "iteration": 17239, "loss_box_reg": 0.24918263033032417, "loss_cls": 0.2288728803396225, "loss_mask": 0.2645853813737631, "loss_rpn_cls": 0.03754451032727957, "loss_rpn_loc": 0.07099976250901818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859569394266215, "mask_rcnn/false_negative": 0.10761070943404874, "mask_rcnn/false_positive": 0.12685767052241342, "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": 1.1593329845927656, "total_loss": 0.8480607636738569} {"data_time": 0.012836748966947198, "eta_seconds": 84296.04347752407, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3525316072832859, "fast_rcnn/fg_cls_accuracy": 0.6106388169500432, "iteration": 17259, "loss_box_reg": 0.2589234821498394, "loss_cls": 0.23358263447880745, "loss_mask": 0.26072744466364384, "loss_rpn_cls": 0.043806388159282506, "loss_rpn_loc": 0.08971301792189479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770667693306831, "mask_rcnn/false_negative": 0.09891055738070942, "mask_rcnn/false_positive": 0.13686201040732426, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.1758438032120466, "total_loss": 0.9178413273766637} {"data_time": 0.012947412207722664, "eta_seconds": 84238.74176049605, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.34809673874733066, "fast_rcnn/fg_cls_accuracy": 0.6275794048297862, "iteration": 17279, "loss_box_reg": 0.2299721147865057, "loss_cls": 0.20774671249091625, "loss_mask": 0.25903686322271824, "loss_rpn_cls": 0.0411638569785282, "loss_rpn_loc": 0.062397612258791924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941228238020099, "mask_rcnn/false_negative": 0.08939463022073282, "mask_rcnn/false_positive": 0.12565834901898648, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1344103724695742, "total_loss": 0.7804521580692381} {"data_time": 0.012985580367967486, "eta_seconds": 84226.55724377837, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.400187617260788, "fast_rcnn/fg_cls_accuracy": 0.5832588560285993, "iteration": 17299, "loss_box_reg": 0.282282343134284, "loss_cls": 0.23930957168340683, "loss_mask": 0.2848320323973894, "loss_rpn_cls": 0.03972598467953503, "loss_rpn_loc": 0.07813069736585021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787922997092925, "mask_rcnn/false_negative": 0.09750350040896648, "mask_rcnn/false_positive": 0.1434726570105118, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1731652189046144, "total_loss": 0.9190599004505202} {"data_time": 0.012388459872454405, "eta_seconds": 84192.40581893362, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.40261100755703905, "fast_rcnn/fg_cls_accuracy": 0.5849617813226986, "iteration": 17319, "loss_box_reg": 0.256723714992404, "loss_cls": 0.2176053011789918, "loss_mask": 0.2685754708945751, "loss_rpn_cls": 0.04754100413993001, "loss_rpn_loc": 0.07634377689100802, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812077985399767, "mask_rcnn/false_negative": 0.10306428264764311, "mask_rcnn/false_positive": 0.14038479145491567, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1516910633072257, "total_loss": 0.8730607761535794} {"data_time": 0.013108122162520885, "eta_seconds": 84188.14065603074, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.39308210400021815, "fast_rcnn/fg_cls_accuracy": 0.5806113902847572, "iteration": 17339, "loss_box_reg": 0.27043772488832474, "loss_cls": 0.2320333570241928, "loss_mask": 0.27142329327762127, "loss_rpn_cls": 0.04646638745907694, "loss_rpn_loc": 0.08296244218945503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835435681810413, "mask_rcnn/false_negative": 0.10731037867921614, "mask_rcnn/false_positive": 0.1349503621351529, "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": 1.1483108073007315, "total_loss": 0.8772323974408209} {"data_time": 0.012248084880411625, "eta_seconds": 84178.71516771615, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.37874812593703144, "fast_rcnn/fg_cls_accuracy": 0.5849487326174969, "iteration": 17359, "loss_box_reg": 0.2670355876907706, "loss_cls": 0.2273716302588582, "loss_mask": 0.2565767504274845, "loss_rpn_cls": 0.038891914882697165, "loss_rpn_loc": 0.07565852697007358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817055053713968, "mask_rcnn/false_negative": 0.09985671371594662, "mask_rcnn/false_positive": 0.12149891923816139, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1423362225759774, "total_loss": 0.8645390580641106} {"data_time": 0.01152472454123199, "eta_seconds": 84141.79430829827, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32884420346387894, "fast_rcnn/fg_cls_accuracy": 0.6340468073947817, "iteration": 17379, "loss_box_reg": 0.24607269652187824, "loss_cls": 0.2221858026459813, "loss_mask": 0.2535792123526335, "loss_rpn_cls": 0.03670611185953021, "loss_rpn_loc": 0.07567160262260586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863701418796965, "mask_rcnn/false_negative": 0.09538175051133715, "mask_rcnn/false_positive": 0.13076085442510627, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.142440254567191, "total_loss": 0.8642236830201} {"data_time": 0.011580372229218483, "eta_seconds": 84088.71396635659, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.38184110347555245, "fast_rcnn/fg_cls_accuracy": 0.5942521367521367, "iteration": 17399, "loss_box_reg": 0.26274593733251095, "loss_cls": 0.23091430589556694, "loss_mask": 0.26650940999388695, "loss_rpn_cls": 0.03783493652008474, "loss_rpn_loc": 0.08064363989979029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834354422342051, "mask_rcnn/false_negative": 0.0997063773045804, "mask_rcnn/false_positive": 0.13565560218146638, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1671831831336021, "total_loss": 0.8933432234916836} {"data_time": 0.012494903989136219, "eta_seconds": 84030.32615389209, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.382996632996633, "fast_rcnn/fg_cls_accuracy": 0.5919402356902357, "iteration": 17419, "loss_box_reg": 0.2435697689652443, "loss_cls": 0.21656222455203533, "loss_mask": 0.26344150863587856, "loss_rpn_cls": 0.0360518756788224, "loss_rpn_loc": 0.07539661484770477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773506107267405, "mask_rcnn/false_negative": 0.10768621983912248, "mask_rcnn/false_positive": 0.13573480779513653, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1593514825217426, "total_loss": 0.8496506926603615} {"data_time": 0.013027298729866743, "eta_seconds": 84072.27478669956, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4066467044395037, "fast_rcnn/fg_cls_accuracy": 0.5758023788956077, "iteration": 17439, "loss_box_reg": 0.2564395535737276, "loss_cls": 0.2319473708048463, "loss_mask": 0.2710950542241335, "loss_rpn_cls": 0.04088308033533394, "loss_rpn_loc": 0.07568125636316836, "lr": 0.0001, "mask_rcnn/accuracy": 0.879062398473639, "mask_rcnn/false_negative": 0.09426629571851472, "mask_rcnn/false_positive": 0.1497707743146453, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1741951538715512, "total_loss": 0.8994775915052742} {"data_time": 0.011406187433749437, "eta_seconds": 84066.17686504964, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.40517004465819306, "fast_rcnn/fg_cls_accuracy": 0.5738387773449206, "iteration": 17459, "loss_box_reg": 0.23395798355340958, "loss_cls": 0.21256528235971928, "loss_mask": 0.26060594990849495, "loss_rpn_cls": 0.033157351426780224, "loss_rpn_loc": 0.07460458157584071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861788096088048, "mask_rcnn/false_negative": 0.08933165163144158, "mask_rcnn/false_positive": 0.1383596573236049, "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": 1.166709524113685, "total_loss": 0.8050047140568495} {"data_time": 0.011180766392499208, "eta_seconds": 84042.99898336641, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3582441816816817, "fast_rcnn/fg_cls_accuracy": 0.5801929682764195, "iteration": 17479, "loss_box_reg": 0.27093398198485374, "loss_cls": 0.24303271155804396, "loss_mask": 0.2735034041106701, "loss_rpn_cls": 0.031010594218969345, "loss_rpn_loc": 0.08152970252558589, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822594347479426, "mask_rcnn/false_negative": 0.1055119096267397, "mask_rcnn/false_positive": 0.12881531113696607, "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": 1.1515199821442366, "total_loss": 0.8947904107917566} {"data_time": 0.01187559450045228, "eta_seconds": 84016.47645456251, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.36657877389584703, "fast_rcnn/fg_cls_accuracy": 0.5915738231456389, "iteration": 17499, "loss_box_reg": 0.2518388433381915, "loss_cls": 0.2409170437604189, "loss_mask": 0.2591756731271744, "loss_rpn_cls": 0.03402428200934082, "loss_rpn_loc": 0.0736676782835275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819711024379812, "mask_rcnn/false_negative": 0.09333043498665508, "mask_rcnn/false_positive": 0.1379845974319683, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.144376418320462, "total_loss": 0.8660653089173138} {"data_time": 0.012534119421616197, "eta_seconds": 83966.6338076815, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.40366388725331914, "fast_rcnn/fg_cls_accuracy": 0.5833679944542207, "iteration": 17519, "loss_box_reg": 0.25770626962184906, "loss_cls": 0.2202913761138916, "loss_mask": 0.2597087062895298, "loss_rpn_cls": 0.036296574922744185, "loss_rpn_loc": 0.06797844497486949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807916621153368, "mask_rcnn/false_negative": 0.09195089092956918, "mask_rcnn/false_positive": 0.13184835122968952, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1534591864328831, "total_loss": 0.8418065335135907} {"data_time": 0.012181602418422699, "eta_seconds": 83958.45488617662, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.42593306176373447, "fast_rcnn/fg_cls_accuracy": 0.5408946855192589, "iteration": 17539, "loss_box_reg": 0.27141180261969566, "loss_cls": 0.23218142986297607, "loss_mask": 0.26496050506830215, "loss_rpn_cls": 0.0385977562982589, "loss_rpn_loc": 0.0772730284370482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823474628278528, "mask_rcnn/false_negative": 0.10234994450984841, "mask_rcnn/false_positive": 0.13348458986735443, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1642216555774212, "total_loss": 0.9150917081860825} {"data_time": 0.012289475882425904, "eta_seconds": 83950.28745663352, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3599312297734628, "fast_rcnn/fg_cls_accuracy": 0.6047878532049068, "iteration": 17559, "loss_box_reg": 0.26915586926043034, "loss_cls": 0.2232233379036188, "loss_mask": 0.265902629122138, "loss_rpn_cls": 0.03318802884314209, "loss_rpn_loc": 0.07539014331996441, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820698370902769, "mask_rcnn/false_negative": 0.10763990039068291, "mask_rcnn/false_positive": 0.12874527868046926, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1656792850699276, "total_loss": 0.8586776673328131} {"data_time": 0.013048768043518066, "eta_seconds": 83912.10740901064, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.35358946885045156, "fast_rcnn/fg_cls_accuracy": 0.6374687484055308, "iteration": 17579, "loss_box_reg": 0.2673335671424866, "loss_cls": 0.21920108795166016, "loss_mask": 0.27337044291198254, "loss_rpn_cls": 0.04480052553117275, "loss_rpn_loc": 0.07826718734577298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782538944834528, "mask_rcnn/false_negative": 0.10447508364820289, "mask_rcnn/false_positive": 0.13577824538035305, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1361793410032988, "total_loss": 0.8936437563970685} {"data_time": 0.012061408488079906, "eta_seconds": 83868.05422799662, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4233433734939759, "fast_rcnn/fg_cls_accuracy": 0.5400472034200213, "iteration": 17599, "loss_box_reg": 0.26199247874319553, "loss_cls": 0.21791774779558182, "loss_mask": 0.2708720676600933, "loss_rpn_cls": 0.03682694770395756, "loss_rpn_loc": 0.08374069165438414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754010888390287, "mask_rcnn/false_negative": 0.1066471119943537, "mask_rcnn/false_positive": 0.1336366193971891, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.152791946893558, "total_loss": 0.8856129958294332} {"data_time": 0.012073199963197112, "eta_seconds": 83858.68065893184, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3322497123130035, "fast_rcnn/fg_cls_accuracy": 0.6148350594553127, "iteration": 17619, "loss_box_reg": 0.24793097376823425, "loss_cls": 0.20636723656207323, "loss_mask": 0.25638106651604176, "loss_rpn_cls": 0.03311468136962503, "loss_rpn_loc": 0.06535380566492677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950389166298601, "mask_rcnn/false_negative": 0.09165891301217172, "mask_rcnn/false_positive": 0.11183601613312255, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1586886146105826, "total_loss": 0.8289937706431374} {"data_time": 0.012307793600484729, "eta_seconds": 83835.50887648948, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.38574650894502127, "fast_rcnn/fg_cls_accuracy": 0.5602343750000001, "iteration": 17639, "loss_box_reg": 0.2690992970019579, "loss_cls": 0.24266025237739086, "loss_mask": 0.26416140981018543, "loss_rpn_cls": 0.03609498427249491, "loss_rpn_loc": 0.0783982255961746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851886604444149, "mask_rcnn/false_negative": 0.08923558055413011, "mask_rcnn/false_positive": 0.13396509952469032, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.169676449149847, "total_loss": 0.9131000468041748} {"data_time": 0.012293312465772033, "eta_seconds": 83777.90898794774, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4131295636759851, "fast_rcnn/fg_cls_accuracy": 0.5669203623294465, "iteration": 17659, "loss_box_reg": 0.2702022194862366, "loss_cls": 0.2390313996002078, "loss_mask": 0.26482931338250637, "loss_rpn_cls": 0.04065682552754879, "loss_rpn_loc": 0.086773747112602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865114955038902, "mask_rcnn/false_negative": 0.0824393867361953, "mask_rcnn/false_positive": 0.15892961123656335, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.151836768956855, "total_loss": 0.9157749271253124} {"data_time": 0.012083256617188454, "eta_seconds": 83728.8742531836, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.33976806473672216, "fast_rcnn/fg_cls_accuracy": 0.6395379023883696, "iteration": 17679, "loss_box_reg": 0.23511421121656895, "loss_cls": 0.20229529310017824, "loss_mask": 0.2667234558612108, "loss_rpn_cls": 0.03966232866514474, "loss_rpn_loc": 0.07943518459796906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849241139209523, "mask_rcnn/false_negative": 0.1059470713673732, "mask_rcnn/false_positive": 0.11777631285087463, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1495894154068083, "total_loss": 0.8415019069798291} {"data_time": 0.012056407984346151, "eta_seconds": 83687.7011904493, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3432575126037076, "fast_rcnn/fg_cls_accuracy": 0.6240882103477523, "iteration": 17699, "loss_box_reg": 0.24665001221001148, "loss_cls": 0.22144749760627747, "loss_mask": 0.26542216166853905, "loss_rpn_cls": 0.038024395355023444, "loss_rpn_loc": 0.07933559291996062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963611634369493, "mask_rcnn/false_negative": 0.09233799211015724, "mask_rcnn/false_positive": 0.1149155755779051, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1629108793567866, "total_loss": 0.8206565737491474} {"data_time": 0.012239987030625343, "eta_seconds": 83634.43499987945, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.350235461614281, "fast_rcnn/fg_cls_accuracy": 0.6011179738449328, "iteration": 17719, "loss_box_reg": 0.26442222855985165, "loss_cls": 0.2178148254752159, "loss_mask": 0.26659130305051804, "loss_rpn_cls": 0.04701904719695449, "loss_rpn_loc": 0.09102910244837403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870141787354441, "mask_rcnn/false_negative": 0.0925376319749045, "mask_rcnn/false_positive": 0.13662847255664157, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1492209704592824, "total_loss": 0.9176636203192174} {"data_time": 0.011612566886469722, "eta_seconds": 83672.49611089472, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.34995370529131375, "fast_rcnn/fg_cls_accuracy": 0.621589832391283, "iteration": 17739, "loss_box_reg": 0.2705256547778845, "loss_cls": 0.22066366951912642, "loss_mask": 0.2677402216941118, "loss_rpn_cls": 0.04177159443497658, "loss_rpn_loc": 0.0706881764344871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884261915106397, "mask_rcnn/false_negative": 0.108137435671655, "mask_rcnn/false_positive": 0.12709575209259205, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.163221520371735, "total_loss": 0.8842999839689583} {"data_time": 0.013032840564846992, "eta_seconds": 83662.09766780958, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36642828080498263, "fast_rcnn/fg_cls_accuracy": 0.58249966653328, "iteration": 17759, "loss_box_reg": 0.2632733881473541, "loss_cls": 0.2130212876945734, "loss_mask": 0.27148777805268764, "loss_rpn_cls": 0.039659727131947875, "loss_rpn_loc": 0.08573288889601827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751979405539743, "mask_rcnn/false_negative": 0.09096244830519681, "mask_rcnn/false_positive": 0.14279271651067577, "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": 1.1680972969625145, "total_loss": 0.8586165315937251} {"data_time": 0.012900662375614047, "eta_seconds": 83673.3063993929, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.36062174303683736, "fast_rcnn/fg_cls_accuracy": 0.6165678346810423, "iteration": 17779, "loss_box_reg": 0.2828688696026802, "loss_cls": 0.2424809569492936, "loss_mask": 0.2879594676196575, "loss_rpn_cls": 0.04037324755336158, "loss_rpn_loc": 0.0806021518073976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759859961276381, "mask_rcnn/false_negative": 0.1190469136524022, "mask_rcnn/false_positive": 0.13144079847354317, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.1598570581991225, "total_loss": 0.9143916942412034} {"data_time": 0.011544535169377923, "eta_seconds": 83662.08929652348, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3891513522884882, "fast_rcnn/fg_cls_accuracy": 0.5525107004906566, "iteration": 17799, "loss_box_reg": 0.24819905497133732, "loss_cls": 0.20471623353660107, "loss_mask": 0.27122956328094006, "loss_rpn_cls": 0.033363563008606434, "loss_rpn_loc": 0.07261412823572755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774944902828692, "mask_rcnn/false_negative": 0.10343366528353307, "mask_rcnn/false_positive": 0.12321032449360889, "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": 1.1609381870366633, "total_loss": 0.8568130277562886} {"data_time": 0.012466018553823233, "eta_seconds": 83634.02254601475, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.40746934225195097, "fast_rcnn/fg_cls_accuracy": 0.5585499511305857, "iteration": 17819, "loss_box_reg": 0.25061777606606483, "loss_cls": 0.21366412192583084, "loss_mask": 0.2642796654254198, "loss_rpn_cls": 0.042746811552206054, "loss_rpn_loc": 0.08011168474331498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8706165756473442, "mask_rcnn/false_negative": 0.10587863686767465, "mask_rcnn/false_positive": 0.14198464212861833, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1520267790183425, "total_loss": 0.87834166167886} {"data_time": 0.011258929502218962, "eta_seconds": 83595.92019263655, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.41004916818212434, "fast_rcnn/fg_cls_accuracy": 0.571780436312456, "iteration": 17839, "loss_box_reg": 0.2560593644157052, "loss_cls": 0.22722818329930305, "loss_mask": 0.2690751887857914, "loss_rpn_cls": 0.043431465746834874, "loss_rpn_loc": 0.08262260386254638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814174231267379, "mask_rcnn/false_negative": 0.11168669022617729, "mask_rcnn/false_positive": 0.12681661843661435, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1526741925626993, "total_loss": 0.8786561724264175} {"data_time": 0.012639099499210715, "eta_seconds": 83567.86216667388, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.3856189071844024, "fast_rcnn/fg_cls_accuracy": 0.5975518276050191, "iteration": 17859, "loss_box_reg": 0.2745447661727667, "loss_cls": 0.22836903110146523, "loss_mask": 0.27400518395006657, "loss_rpn_cls": 0.04028968478087336, "loss_rpn_loc": 0.07391793676652014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851373460776716, "mask_rcnn/false_negative": 0.09845918668155254, "mask_rcnn/false_positive": 0.12836391648078527, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1690068950410932, "total_loss": 0.8928111019777134} {"data_time": 0.012519742595031857, "eta_seconds": 83544.69392099418, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.40689283344392835, "fast_rcnn/fg_cls_accuracy": 0.5486331944879891, "iteration": 17879, "loss_box_reg": 0.2522365525364876, "loss_cls": 0.22029574401676655, "loss_mask": 0.2595561444759369, "loss_rpn_cls": 0.03608216275461018, "loss_rpn_loc": 0.0777797237969935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905260598735238, "mask_rcnn/false_negative": 0.08477839676124337, "mask_rcnn/false_positive": 0.1455856433261868, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.170320549979806, "total_loss": 0.8493050512624905} {"data_time": 0.011582100996747613, "eta_seconds": 83499.96181961615, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.33829002095255967, "fast_rcnn/fg_cls_accuracy": 0.5986390217969165, "iteration": 17899, "loss_box_reg": 0.2576709408313036, "loss_cls": 0.23512235097587109, "loss_mask": 0.25944474525749683, "loss_rpn_cls": 0.04051155049819499, "loss_rpn_loc": 0.09206971060484648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791858503204731, "mask_rcnn/false_negative": 0.09082909761606324, "mask_rcnn/false_positive": 0.14335682627576207, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1539113267790526, "total_loss": 0.9171062675304711} {"data_time": 0.011268850648775697, "eta_seconds": 83503.24178887531, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.3849082186065916, "fast_rcnn/fg_cls_accuracy": 0.5551036682615631, "iteration": 17919, "loss_box_reg": 0.2599223982542753, "loss_cls": 0.2373295472934842, "loss_mask": 0.2634046673774719, "loss_rpn_cls": 0.036195082997437567, "loss_rpn_loc": 0.0716737110633403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875865039131705, "mask_rcnn/false_negative": 0.09793694775871711, "mask_rcnn/false_positive": 0.12320847776202465, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.1610514083877206, "total_loss": 0.887664596491959} {"data_time": 0.01202905853278935, "eta_seconds": 83464.55113430042, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3939681869369369, "fast_rcnn/fg_cls_accuracy": 0.5801420122663552, "iteration": 17939, "loss_box_reg": 0.2780375648289919, "loss_cls": 0.23466750606894493, "loss_mask": 0.25830118358135223, "loss_rpn_cls": 0.03519275784492493, "loss_rpn_loc": 0.07583566848188639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859566917819346, "mask_rcnn/false_negative": 0.09246574105562934, "mask_rcnn/false_positive": 0.14623791319645546, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1621211760211736, "total_loss": 0.8786066091852263} {"data_time": 0.01256207237020135, "eta_seconds": 83430.47502753325, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.38442209142065226, "fast_rcnn/fg_cls_accuracy": 0.5596118353768207, "iteration": 17959, "loss_box_reg": 0.2649365048855543, "loss_cls": 0.21489616949111223, "loss_mask": 0.26164161413908005, "loss_rpn_cls": 0.03896554512903094, "loss_rpn_loc": 0.07944621471688151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851770837994637, "mask_rcnn/false_negative": 0.09138690701564697, "mask_rcnn/false_positive": 0.1314804053493352, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 206.875, "rpn/num_pos_anchors": 49.125, "time": 1.1641607994679362, "total_loss": 0.8694495129166171} {"data_time": 0.013177083572372794, "eta_seconds": 83393.33977100905, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3553296728935621, "fast_rcnn/fg_cls_accuracy": 0.6267751318224946, "iteration": 17979, "loss_box_reg": 0.23204967193305492, "loss_cls": 0.2091844081878662, "loss_mask": 0.25650206208229065, "loss_rpn_cls": 0.03337569965515286, "loss_rpn_loc": 0.06524356314912438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993639834065332, "mask_rcnn/false_negative": 0.08307736454480041, "mask_rcnn/false_positive": 0.11847964759294544, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.152835950953886, "total_loss": 0.7790837085340172} {"data_time": 0.013116359012201428, "eta_seconds": 83370.18138729036, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3497192271120759, "fast_rcnn/fg_cls_accuracy": 0.6156920617352272, "iteration": 17999, "loss_box_reg": 0.23364006914198399, "loss_cls": 0.20608083810657263, "loss_mask": 0.2706855293363333, "loss_rpn_cls": 0.03826022089924663, "loss_rpn_loc": 0.08335579186677933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736825648694491, "mask_rcnn/false_negative": 0.09481633626303376, "mask_rcnn/false_positive": 0.16139780373547652, "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": 1.1456684689037502, "total_loss": 0.8482407911214978} {"data_time": 0.012160774087533355, "eta_seconds": 83371.88996179495, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3695672242531664, "fast_rcnn/fg_cls_accuracy": 0.6059783612126584, "iteration": 18019, "loss_box_reg": 0.2877289857715368, "loss_cls": 0.24663343373686075, "loss_mask": 0.28004216961562634, "loss_rpn_cls": 0.045216136844828725, "loss_rpn_loc": 0.08067901944741607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863002270580362, "mask_rcnn/false_negative": 0.09515614816928675, "mask_rcnn/false_positive": 0.1399308910535863, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.16957559552975, "total_loss": 0.9576092674396932} {"data_time": 0.012628534808754921, "eta_seconds": 83359.34795555659, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3541039156626506, "fast_rcnn/fg_cls_accuracy": 0.6261822992906204, "iteration": 18039, "loss_box_reg": 0.2715975772589445, "loss_cls": 0.23332775197923183, "loss_mask": 0.2664918340742588, "loss_rpn_cls": 0.03757262241560966, "loss_rpn_loc": 0.07986790989525616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894466954775109, "mask_rcnn/false_negative": 0.09798268294422872, "mask_rcnn/false_positive": 0.11278459485006148, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1644502619747072, "total_loss": 0.8559241041075438} {"data_time": 0.011653769994154572, "eta_seconds": 83351.0265137069, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3733974358974359, "fast_rcnn/fg_cls_accuracy": 0.5833489622405601, "iteration": 18059, "loss_box_reg": 0.27343738451600075, "loss_cls": 0.24182276241481304, "loss_mask": 0.268461799249053, "loss_rpn_cls": 0.03670745936688036, "loss_rpn_loc": 0.08145598135888577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812688584014066, "mask_rcnn/false_negative": 0.09881504168736532, "mask_rcnn/false_positive": 0.13899822684807903, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1593743595294654, "total_loss": 0.9518113188678399} {"data_time": 0.011151307495310903, "eta_seconds": 83284.44052010775, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.33434959349593496, "fast_rcnn/fg_cls_accuracy": 0.639985380116959, "iteration": 18079, "loss_box_reg": 0.2361890720203519, "loss_cls": 0.20234849583357573, "loss_mask": 0.24701081030070782, "loss_rpn_cls": 0.04279826011043042, "loss_rpn_loc": 0.07357110874727368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870584834465398, "mask_rcnn/false_negative": 0.09076524550777787, "mask_rcnn/false_positive": 0.133660958570073, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1429192391224205, "total_loss": 0.7765694325789809} {"data_time": 0.010532326996326447, "eta_seconds": 83210.90497178957, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3807893677003625, "fast_rcnn/fg_cls_accuracy": 0.5784632034632036, "iteration": 18099, "loss_box_reg": 0.2602763157337904, "loss_cls": 0.22226433642208576, "loss_mask": 0.27637673541903496, "loss_rpn_cls": 0.03509899880737066, "loss_rpn_loc": 0.07470585033297539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836088787018567, "mask_rcnn/false_negative": 0.08824118926563301, "mask_rcnn/false_positive": 0.13900449702044093, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.152547489386052, "total_loss": 0.8562971816863865} {"data_time": 0.011939160525798798, "eta_seconds": 83181.92235164344, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3961305287049665, "fast_rcnn/fg_cls_accuracy": 0.5928543697052353, "iteration": 18119, "loss_box_reg": 0.2540287394076586, "loss_cls": 0.21304580569267273, "loss_mask": 0.26639818772673607, "loss_rpn_cls": 0.03809125651605427, "loss_rpn_loc": 0.07881858013570309, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829621906651319, "mask_rcnn/false_negative": 0.08704412918437873, "mask_rcnn/false_positive": 0.13578117883434848, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1580954359378666, "total_loss": 0.8413892422104254} {"data_time": 0.01205293950624764, "eta_seconds": 83142.02273602132, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3566264249924337, "fast_rcnn/fg_cls_accuracy": 0.589462311975401, "iteration": 18139, "loss_box_reg": 0.2442473378032446, "loss_cls": 0.2343649510294199, "loss_mask": 0.2641379199922085, "loss_rpn_cls": 0.054492430528625846, "loss_rpn_loc": 0.08639043476432562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877545893342073, "mask_rcnn/false_negative": 0.09552694636006723, "mask_rcnn/false_positive": 0.12723322015234118, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.123453943990171, "total_loss": 0.8861897918977775} {"data_time": 0.012064373819157481, "eta_seconds": 83128.77496950328, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.361736373317843, "fast_rcnn/fg_cls_accuracy": 0.6158131420817988, "iteration": 18159, "loss_box_reg": 0.2616910859942436, "loss_cls": 0.23191696405410767, "loss_mask": 0.25567999482154846, "loss_rpn_cls": 0.04133175895549357, "loss_rpn_loc": 0.08927698666229844, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873239367406694, "mask_rcnn/false_negative": 0.09235652248650231, "mask_rcnn/false_positive": 0.12195086062936289, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.1612621860112995, "total_loss": 0.872070508543402} {"data_time": 0.011643866309896111, "eta_seconds": 83118.31982022151, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.38808471454880294, "fast_rcnn/fg_cls_accuracy": 0.5995795795795795, "iteration": 18179, "loss_box_reg": 0.27875540405511856, "loss_cls": 0.23434694483876228, "loss_mask": 0.2579375524073839, "loss_rpn_cls": 0.03637370601063594, "loss_rpn_loc": 0.08805283345282078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788761870663052, "mask_rcnn/false_negative": 0.10309111289152996, "mask_rcnn/false_positive": 0.13454527146362277, "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": 1.165865461109206, "total_loss": 0.9041107344673946} {"data_time": 0.012285375269129872, "eta_seconds": 83095.94904510304, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.4133831580776919, "fast_rcnn/fg_cls_accuracy": 0.5486012979536296, "iteration": 18199, "loss_box_reg": 0.26296764239668846, "loss_cls": 0.24249634332954884, "loss_mask": 0.25779201090335846, "loss_rpn_cls": 0.039385766023769975, "loss_rpn_loc": 0.07724944339133799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834148620838297, "mask_rcnn/false_negative": 0.10244624660887906, "mask_rcnn/false_positive": 0.12101482028731958, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1646041569765657, "total_loss": 0.8956492498982698} {"data_time": 0.013261091196909547, "eta_seconds": 83115.43916638475, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36189804262093417, "fast_rcnn/fg_cls_accuracy": 0.6023012075643654, "iteration": 18219, "loss_box_reg": 0.2519741915166378, "loss_cls": 0.2286034096032381, "loss_mask": 0.27214645221829414, "loss_rpn_cls": 0.03581857355311513, "loss_rpn_loc": 0.08169536618515849, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819707052378765, "mask_rcnn/false_negative": 0.0936241869927934, "mask_rcnn/false_positive": 0.13921325433019305, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1633606690447778, "total_loss": 0.8984222083818167} {"data_time": 0.011754941195249557, "eta_seconds": 83051.47852124646, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37128264061801697, "fast_rcnn/fg_cls_accuracy": 0.5532807070347772, "iteration": 18239, "loss_box_reg": 0.24770014081150293, "loss_cls": 0.22843939997255802, "loss_mask": 0.2734202202409506, "loss_rpn_cls": 0.04684655775781721, "loss_rpn_loc": 0.09082020819187164, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949612598910917, "mask_rcnn/false_negative": 0.09451306813349857, "mask_rcnn/false_positive": 0.12112924593274611, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1470941556617618, "total_loss": 0.8871219642460346} {"data_time": 0.012459082528948784, "eta_seconds": 82982.8766324697, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3612954909590296, "fast_rcnn/fg_cls_accuracy": 0.6055549508856901, "iteration": 18259, "loss_box_reg": 0.2508871257305145, "loss_cls": 0.2153663905337453, "loss_mask": 0.2665252070873976, "loss_rpn_cls": 0.03732690028846264, "loss_rpn_loc": 0.0693932834547013, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913345401962296, "mask_rcnn/false_negative": 0.1028714938988005, "mask_rcnn/false_positive": 0.12051602640301498, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1506532731000334, "total_loss": 0.8063619867898524} {"data_time": 0.012838717782869935, "eta_seconds": 83005.18449754454, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3858237020730141, "fast_rcnn/fg_cls_accuracy": 0.5861322893055843, "iteration": 18279, "loss_box_reg": 0.27085385099053383, "loss_cls": 0.23035105969756842, "loss_mask": 0.2687056101858616, "loss_rpn_cls": 0.045253833872266114, "loss_rpn_loc": 0.08517497358843684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822163657376378, "mask_rcnn/false_negative": 0.10513523176161774, "mask_rcnn/false_positive": 0.14480369853896888, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.1782068060711026, "total_loss": 0.8991477573290467} {"data_time": 0.01222822512499988, "eta_seconds": 82936.60795299802, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.39183833116036504, "fast_rcnn/fg_cls_accuracy": 0.5792424242424243, "iteration": 18299, "loss_box_reg": 0.26649173721671104, "loss_cls": 0.2343157697468996, "loss_mask": 0.2685645744204521, "loss_rpn_cls": 0.036360653350129724, "loss_rpn_loc": 0.07659289240837097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829421238135784, "mask_rcnn/false_negative": 0.09889076948184075, "mask_rcnn/false_positive": 0.1445446870710903, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1297250986099243, "total_loss": 0.9147929982282221} {"data_time": 0.011350281070917845, "eta_seconds": 82939.9478507042, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.346888314059647, "fast_rcnn/fg_cls_accuracy": 0.5958793341383475, "iteration": 18319, "loss_box_reg": 0.25167566165328026, "loss_cls": 0.21455635596066713, "loss_mask": 0.27723955549299717, "loss_rpn_cls": 0.03905656933784485, "loss_rpn_loc": 0.07875471259467304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758393503662971, "mask_rcnn/false_negative": 0.10551947511940957, "mask_rcnn/false_positive": 0.12923552064174332, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1701005750801414, "total_loss": 0.8616837211884558} {"data_time": 0.011966395657509565, "eta_seconds": 82933.1495170854, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3494357045143639, "fast_rcnn/fg_cls_accuracy": 0.6110654226809971, "iteration": 18339, "loss_box_reg": 0.2730686590075493, "loss_cls": 0.22741211205720901, "loss_mask": 0.2718258071690798, "loss_rpn_cls": 0.049172036931850016, "loss_rpn_loc": 0.08479357790201902, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853795984133137, "mask_rcnn/false_negative": 0.10287519995899316, "mask_rcnn/false_positive": 0.13785232643957324, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.161360934143886, "total_loss": 0.8860645850654691} {"data_time": 0.012010605772957206, "eta_seconds": 82953.3304803539, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3845887292390262, "fast_rcnn/fg_cls_accuracy": 0.5833178570381303, "iteration": 18359, "loss_box_reg": 0.25112776458263397, "loss_cls": 0.21044043079018593, "loss_mask": 0.2623640727251768, "loss_rpn_cls": 0.03516174096148461, "loss_rpn_loc": 0.06923050316981971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843240100434289, "mask_rcnn/false_negative": 0.08970841640163599, "mask_rcnn/false_positive": 0.14431418764149745, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.164805224398151, "total_loss": 0.8432181121315807} {"data_time": 0.011924413964152336, "eta_seconds": 82961.88107172493, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3561790533304776, "fast_rcnn/fg_cls_accuracy": 0.6242166079122601, "iteration": 18379, "loss_box_reg": 0.27232529036700726, "loss_cls": 0.24143811780959368, "loss_mask": 0.26283935457468033, "loss_rpn_cls": 0.03731589484959841, "loss_rpn_loc": 0.07742442889139056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876046517031224, "mask_rcnn/false_negative": 0.09538798498282086, "mask_rcnn/false_positive": 0.12809478044189568, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.1701426275540143, "total_loss": 0.8955874926177785} {"data_time": 0.0122143873013556, "eta_seconds": 82911.83152105659, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3752224027229829, "fast_rcnn/fg_cls_accuracy": 0.610158778317152, "iteration": 18399, "loss_box_reg": 0.2523703370243311, "loss_cls": 0.23054340854287148, "loss_mask": 0.25958026573061943, "loss_rpn_cls": 0.042751431465148926, "loss_rpn_loc": 0.08666491415351629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907200296596778, "mask_rcnn/false_negative": 0.09780937506223741, "mask_rcnn/false_positive": 0.12712528605106366, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1410432709380984, "total_loss": 0.8766679002437741} {"data_time": 0.012812924571335316, "eta_seconds": 82888.67179158144, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3986274149828832, "fast_rcnn/fg_cls_accuracy": 0.549919908333041, "iteration": 18419, "loss_box_reg": 0.2582815866917372, "loss_cls": 0.2295092549175024, "loss_mask": 0.27543471194803715, "loss_rpn_cls": 0.03703419858356938, "loss_rpn_loc": 0.08831345138605684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767237562245275, "mask_rcnn/false_negative": 0.10451097378974111, "mask_rcnn/false_positive": 0.14568587068752653, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1567340919282287, "total_loss": 0.8903901991434395} {"data_time": 0.011738373897969723, "eta_seconds": 82818.19099815562, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3950950138054247, "fast_rcnn/fg_cls_accuracy": 0.5586219336219336, "iteration": 18439, "loss_box_reg": 0.24833855964243412, "loss_cls": 0.20729936473071575, "loss_mask": 0.2616564370691776, "loss_rpn_cls": 0.033639175235293806, "loss_rpn_loc": 0.0695094105321914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856137994059468, "mask_rcnn/false_negative": 0.09934063302276391, "mask_rcnn/false_positive": 0.13058791103401934, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.147679787594825, "total_loss": 0.810896745766513} {"data_time": 0.012617538450285792, "eta_seconds": 82781.63364863954, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38022250122061796, "fast_rcnn/fg_cls_accuracy": 0.5977463557761338, "iteration": 18459, "loss_box_reg": 0.27347213216125965, "loss_cls": 0.24116531945765018, "loss_mask": 0.2772946432232857, "loss_rpn_cls": 0.03870910918340087, "loss_rpn_loc": 0.0859039097558707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919829967233597, "mask_rcnn/false_negative": 0.09401411768185573, "mask_rcnn/false_positive": 0.1271451223614543, "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": 1.1549314763396978, "total_loss": 0.9067661134758964} {"data_time": 0.012201162986457348, "eta_seconds": 82768.889814578, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3345264116575592, "fast_rcnn/fg_cls_accuracy": 0.6603145085578104, "iteration": 18479, "loss_box_reg": 0.26228007301688194, "loss_cls": 0.2320956252515316, "loss_mask": 0.27434012293815613, "loss_rpn_cls": 0.04495399713050574, "loss_rpn_loc": 0.10234713368117809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803547198449273, "mask_rcnn/false_negative": 0.10228657311672232, "mask_rcnn/false_positive": 0.14568015361477615, "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": 1.1595181720331311, "total_loss": 0.8933699370827526} {"data_time": 0.01191096706315875, "eta_seconds": 82787.10537729785, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.41593821196012215, "fast_rcnn/fg_cls_accuracy": 0.5659729515745933, "iteration": 18499, "loss_box_reg": 0.2789462339133024, "loss_cls": 0.24514927342534065, "loss_mask": 0.2664351109415293, "loss_rpn_cls": 0.04256216809153557, "loss_rpn_loc": 0.0767937726341188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754452891556967, "mask_rcnn/false_negative": 0.09177905547970944, "mask_rcnn/false_positive": 0.14101412885184422, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1662012008018792, "total_loss": 0.9144467641599476} {"data_time": 0.01312389736995101, "eta_seconds": 82744.68624364585, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34899749373433586, "fast_rcnn/fg_cls_accuracy": 0.6104928989139515, "iteration": 18519, "loss_box_reg": 0.25698835775256157, "loss_cls": 0.22106319293379784, "loss_mask": 0.26401094906032085, "loss_rpn_cls": 0.03348538395948708, "loss_rpn_loc": 0.08456069370731711, "lr": 0.0001, "mask_rcnn/accuracy": 0.881935600048626, "mask_rcnn/false_negative": 0.10698547756990534, "mask_rcnn/false_positive": 0.11786305199895308, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1467818240635097, "total_loss": 0.8582765056053177} {"data_time": 0.012264990014955401, "eta_seconds": 82740.79091275111, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.4054439484126984, "fast_rcnn/fg_cls_accuracy": 0.5694144012471987, "iteration": 18539, "loss_box_reg": 0.2687448300421238, "loss_cls": 0.23196459375321865, "loss_mask": 0.25784141197800636, "loss_rpn_cls": 0.03618236456532031, "loss_rpn_loc": 0.07008251175284386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807436913133857, "mask_rcnn/false_negative": 0.10397684587418346, "mask_rcnn/false_positive": 0.13799811392637884, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1631245403550565, "total_loss": 0.8718787729740143} {"data_time": 0.012237705523148179, "eta_seconds": 82717.63368047774, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3725912541454117, "fast_rcnn/fg_cls_accuracy": 0.6145604603619292, "iteration": 18559, "loss_box_reg": 0.2580774053931236, "loss_cls": 0.21615062654018402, "loss_mask": 0.2661828398704529, "loss_rpn_cls": 0.040339967934414744, "loss_rpn_loc": 0.08455785573460162, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903979811628715, "mask_rcnn/false_negative": 0.09723582156670219, "mask_rcnn/false_positive": 0.1280644484062166, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.165719851385802, "total_loss": 0.878458290360868} {"data_time": 0.011066706385463476, "eta_seconds": 82698.0410068063, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.33662714097496704, "fast_rcnn/fg_cls_accuracy": 0.6055248198634955, "iteration": 18579, "loss_box_reg": 0.2483662273734808, "loss_cls": 0.22188944555819035, "loss_mask": 0.2617461774498224, "loss_rpn_cls": 0.03895973670296371, "loss_rpn_loc": 0.075762789696455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813878173647081, "mask_rcnn/false_negative": 0.11055947147183251, "mask_rcnn/false_positive": 0.12388784346594703, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1491488204337656, "total_loss": 0.8508020779117942} {"data_time": 0.01198784844018519, "eta_seconds": 82674.88277633674, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3526618705035971, "fast_rcnn/fg_cls_accuracy": 0.6036792613153572, "iteration": 18599, "loss_box_reg": 0.24841205775737762, "loss_cls": 0.22800275683403015, "loss_mask": 0.27021101117134094, "loss_rpn_cls": 0.04043746751267463, "loss_rpn_loc": 0.07744275312870741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879710680104633, "mask_rcnn/false_negative": 0.09225528453964513, "mask_rcnn/false_positive": 0.12697251022675443, "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": 1.152989621507004, "total_loss": 0.8817107954528183} {"data_time": 0.012272299034520984, "eta_seconds": 82651.72454586718, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3770454954144938, "fast_rcnn/fg_cls_accuracy": 0.5963917525773196, "iteration": 18619, "loss_box_reg": 0.24400916695594788, "loss_cls": 0.22144781053066254, "loss_mask": 0.2707101311534643, "loss_rpn_cls": 0.03428240690845996, "loss_rpn_loc": 0.07451674528419971, "lr": 0.0001, "mask_rcnn/accuracy": 0.881477256395516, "mask_rcnn/false_negative": 0.10028380745111933, "mask_rcnn/false_positive": 0.11883643000833455, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1635081667918712, "total_loss": 0.8519701187033206} {"data_time": 0.011069796979427338, "eta_seconds": 82606.68808661401, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.38100932244699004, "fast_rcnn/fg_cls_accuracy": 0.5790736395973662, "iteration": 18639, "loss_box_reg": 0.27476456947624683, "loss_cls": 0.22767877764999866, "loss_mask": 0.2755256090313196, "loss_rpn_cls": 0.039189866511151195, "loss_rpn_loc": 0.07019481342285872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8694313298521865, "mask_rcnn/false_negative": 0.10833057937310449, "mask_rcnn/false_positive": 0.15329817096700454, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1550507694482803, "total_loss": 0.8782626201864332} {"data_time": 0.012882144888862967, "eta_seconds": 82605.40808492806, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.3983758700696056, "fast_rcnn/fg_cls_accuracy": 0.5862995921394142, "iteration": 18659, "loss_box_reg": 0.2680395469069481, "loss_cls": 0.23147063422948122, "loss_mask": 0.27999341674149036, "loss_rpn_cls": 0.03826271113939583, "loss_rpn_loc": 0.06955544860102236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758959973441709, "mask_rcnn/false_negative": 0.11355335664696894, "mask_rcnn/false_positive": 0.12888106021545226, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1678909880574793, "total_loss": 0.8819085059221834} {"data_time": 0.012531984131783247, "eta_seconds": 82621.31210759282, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3675205055802071, "fast_rcnn/fg_cls_accuracy": 0.616659350307287, "iteration": 18679, "loss_box_reg": 0.27801211550831795, "loss_cls": 0.2360187154263258, "loss_mask": 0.2710613403469324, "loss_rpn_cls": 0.0376881267875433, "loss_rpn_loc": 0.08330320799723268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913327838670128, "mask_rcnn/false_negative": 0.09125531606852866, "mask_rcnn/false_positive": 0.1272994189489025, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1623768515419215, "total_loss": 0.9077431238256395} {"data_time": 0.012367165414616466, "eta_seconds": 82553.97446951829, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.39974308490203614, "fast_rcnn/fg_cls_accuracy": 0.600256915097964, "iteration": 18699, "loss_box_reg": 0.271169688552618, "loss_cls": 0.22534614149481058, "loss_mask": 0.26897509954869747, "loss_rpn_cls": 0.04058655211701989, "loss_rpn_loc": 0.0759456588421017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906564317835428, "mask_rcnn/false_negative": 0.10909328697763312, "mask_rcnn/false_positive": 0.1262056312701534, "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": 1.1376321271527559, "total_loss": 0.8652340148109943} {"data_time": 0.011957658920437098, "eta_seconds": 82535.93339351937, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.37386443046820406, "fast_rcnn/fg_cls_accuracy": 0.594399881164587, "iteration": 18719, "loss_box_reg": 0.2466452792286873, "loss_cls": 0.2135692685842514, "loss_mask": 0.2662863600999117, "loss_rpn_cls": 0.03662236966192722, "loss_rpn_loc": 0.07995468424633145, "lr": 0.0001, "mask_rcnn/accuracy": 0.889213921128018, "mask_rcnn/false_negative": 0.0973178150312713, "mask_rcnn/false_positive": 0.1204463985912998, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1541747134178877, "total_loss": 0.872924875584431} {"data_time": 0.012269814498722553, "eta_seconds": 82512.77516304981, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.34985170538803756, "fast_rcnn/fg_cls_accuracy": 0.5880451792882901, "iteration": 18739, "loss_box_reg": 0.2505748067051172, "loss_cls": 0.22063554637134075, "loss_mask": 0.26759890653192997, "loss_rpn_cls": 0.035164130153134465, "loss_rpn_loc": 0.08621261967346072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845817752566865, "mask_rcnn/false_negative": 0.09650309172768207, "mask_rcnn/false_positive": 0.1274499668751963, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1648713666945696, "total_loss": 0.8861933996668085} {"data_time": 0.012486915569752455, "eta_seconds": 82485.39461593144, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3314634419437913, "fast_rcnn/fg_cls_accuracy": 0.6437487880550707, "iteration": 18759, "loss_box_reg": 0.2685224683955312, "loss_cls": 0.22442302852869034, "loss_mask": 0.2508731186389923, "loss_rpn_cls": 0.036474597873166203, "loss_rpn_loc": 0.07852257788181305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800841075590858, "mask_rcnn/false_negative": 0.10231620051588411, "mask_rcnn/false_positive": 0.1351620575229402, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1699624694883823, "total_loss": 0.8740550838410854} {"data_time": 0.010604062583297491, "eta_seconds": 82453.80820924882, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36809703148577877, "fast_rcnn/fg_cls_accuracy": 0.5872504049532979, "iteration": 18779, "loss_box_reg": 0.2541059162467718, "loss_cls": 0.214501041918993, "loss_mask": 0.2500164806842804, "loss_rpn_cls": 0.03833992965519428, "loss_rpn_loc": 0.07058464735746384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937053503313135, "mask_rcnn/false_negative": 0.08506297168446814, "mask_rcnn/false_positive": 0.11930340887293986, "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": 1.135542893782258, "total_loss": 0.8311132648959756} {"data_time": 0.011536286678165197, "eta_seconds": 82412.54402566701, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3295698924731183, "fast_rcnn/fg_cls_accuracy": 0.6198491905078731, "iteration": 18799, "loss_box_reg": 0.2527065183967352, "loss_cls": 0.21099388413131237, "loss_mask": 0.2482310440391302, "loss_rpn_cls": 0.033907009405083954, "loss_rpn_loc": 0.07692211563698947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874489427500352, "mask_rcnn/false_negative": 0.09011913636754339, "mask_rcnn/false_positive": 0.1283686200130553, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1588516037445515, "total_loss": 0.8126387664815411} {"data_time": 0.011712677543982863, "eta_seconds": 82415.92348065693, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3737974987974988, "fast_rcnn/fg_cls_accuracy": 0.5992672249714504, "iteration": 18819, "loss_box_reg": 0.23365291580557823, "loss_cls": 0.22439007367938757, "loss_mask": 0.2607139889150858, "loss_rpn_cls": 0.03315921174362302, "loss_rpn_loc": 0.06735300202853978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894723280177621, "mask_rcnn/false_negative": 0.10379713592817624, "mask_rcnn/false_positive": 0.12278245460219278, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.170964531134814, "total_loss": 0.8053300364408642} {"data_time": 0.012011477956548333, "eta_seconds": 82392.76643556543, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.39612387202625104, "fast_rcnn/fg_cls_accuracy": 0.5667179274856569, "iteration": 18839, "loss_box_reg": 0.2736756596714258, "loss_cls": 0.24057470075786114, "loss_mask": 0.26257273741066456, "loss_rpn_cls": 0.04232652951031923, "loss_rpn_loc": 0.07813363336026669, "lr": 0.0001, "mask_rcnn/accuracy": 0.886369027222079, "mask_rcnn/false_negative": 0.10511265441823424, "mask_rcnn/false_positive": 0.1321848442247998, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1366618413012475, "total_loss": 0.8967302883975208} {"data_time": 0.012765527004376054, "eta_seconds": 82373.82578023244, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3138814670876852, "fast_rcnn/fg_cls_accuracy": 0.6509850044104675, "iteration": 18859, "loss_box_reg": 0.25394706055521965, "loss_cls": 0.2177095292136073, "loss_mask": 0.2670885268598795, "loss_rpn_cls": 0.04243466095067561, "loss_rpn_loc": 0.09585638623684645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845587602252739, "mask_rcnn/false_negative": 0.09942790176361485, "mask_rcnn/false_positive": 0.13523801728216844, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1742092773783952, "total_loss": 0.8836150095448829} {"data_time": 0.01101284590549767, "eta_seconds": 82350.66754976287, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3594128611369991, "fast_rcnn/fg_cls_accuracy": 0.6008387698042871, "iteration": 18879, "loss_box_reg": 0.26945616863667965, "loss_cls": 0.2123840544372797, "loss_mask": 0.2618354894220829, "loss_rpn_cls": 0.040306051552761346, "loss_rpn_loc": 0.07963178865611553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795052151879466, "mask_rcnn/false_negative": 0.09830978572076432, "mask_rcnn/false_positive": 0.14333037418755917, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1707473287824541, "total_loss": 0.8632556757656857} {"data_time": 0.012712507508695126, "eta_seconds": 82334.99296994414, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.43030038638913126, "fast_rcnn/fg_cls_accuracy": 0.5378759040730872, "iteration": 18899, "loss_box_reg": 0.23218375071883202, "loss_cls": 0.20745516661554575, "loss_mask": 0.254112983122468, "loss_rpn_cls": 0.03167847346048802, "loss_rpn_loc": 0.06388107850216329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800302746400418, "mask_rcnn/false_negative": 0.10665571637915953, "mask_rcnn/false_positive": 0.12479645624944186, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.1374570522457361, "total_loss": 0.792942107305862} {"data_time": 0.012062247144058347, "eta_seconds": 82327.62055763043, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34339244851258577, "fast_rcnn/fg_cls_accuracy": 0.5952175414364641, "iteration": 18919, "loss_box_reg": 0.2572341859340668, "loss_cls": 0.22317077592015266, "loss_mask": 0.2570636626332998, "loss_rpn_cls": 0.033875478664413095, "loss_rpn_loc": 0.06700928555801511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886290127277692, "mask_rcnn/false_negative": 0.09934962831112638, "mask_rcnn/false_positive": 0.1209995904217758, "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": 1.1722876655403525, "total_loss": 0.831545133900363} {"data_time": 0.013191175414249301, "eta_seconds": 82349.79429109488, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.39120900076277654, "fast_rcnn/fg_cls_accuracy": 0.5727513227513228, "iteration": 18939, "loss_box_reg": 0.2523331996053457, "loss_cls": 0.23210946284234524, "loss_mask": 0.2702478114515543, "loss_rpn_cls": 0.035526692459825426, "loss_rpn_loc": 0.08803775173146278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742822965636761, "mask_rcnn/false_negative": 0.12024669004206975, "mask_rcnn/false_positive": 0.13631797211147612, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1701840874738991, "total_loss": 0.8700821744278073} {"data_time": 0.01028526946902275, "eta_seconds": 82329.45311442018, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.34018432856742364, "fast_rcnn/fg_cls_accuracy": 0.6034612625538021, "iteration": 18959, "loss_box_reg": 0.24451661482453346, "loss_cls": 0.21681986842304468, "loss_mask": 0.26039039343595505, "loss_rpn_cls": 0.03802818671101704, "loss_rpn_loc": 0.07219585264101624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796232702482703, "mask_rcnn/false_negative": 0.10085696955793172, "mask_rcnn/false_positive": 0.13342804272668576, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1633903111796826, "total_loss": 0.8521040849154815} {"data_time": 0.012698356993496418, "eta_seconds": 82309.03836108744, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.38815916553988794, "fast_rcnn/fg_cls_accuracy": 0.5700542311603208, "iteration": 18979, "loss_box_reg": 0.25555897504091263, "loss_cls": 0.2194534633308649, "loss_mask": 0.2709825485944748, "loss_rpn_cls": 0.03973981784656644, "loss_rpn_loc": 0.07602110807783902, "lr": 0.0001, "mask_rcnn/accuracy": 0.877883485562057, "mask_rcnn/false_negative": 0.09730236750964474, "mask_rcnn/false_positive": 0.14495914529359932, "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": 1.1382356632966548, "total_loss": 0.8699861440691166} {"data_time": 0.012123663444072008, "eta_seconds": 82324.45700769313, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.4097292212591548, "fast_rcnn/fg_cls_accuracy": 0.5605987594830355, "iteration": 18999, "loss_box_reg": 0.27016784623265266, "loss_cls": 0.22494199126958847, "loss_mask": 0.26948610320687294, "loss_rpn_cls": 0.045459909131750464, "loss_rpn_loc": 0.06897641671821475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867391295562648, "mask_rcnn/false_negative": 0.09434531319272943, "mask_rcnn/false_positive": 0.12526944376819682, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.170116582652554, "total_loss": 0.8731607570080087} {"data_time": 0.011585095431655645, "eta_seconds": 82317.66724307556, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4063600984313853, "fast_rcnn/fg_cls_accuracy": 0.5596713172244083, "iteration": 19019, "loss_box_reg": 0.26383401453495026, "loss_cls": 0.2359215673059225, "loss_mask": 0.2712790723890066, "loss_rpn_cls": 0.04352748836390674, "loss_rpn_loc": 0.07987161446362734, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815944631522376, "mask_rcnn/false_negative": 0.09913874210599669, "mask_rcnn/false_positive": 0.13573910569292658, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.17924072756432, "total_loss": 0.8898204888682812} {"data_time": 0.012113958364352584, "eta_seconds": 82247.01277082786, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.39330463892874223, "fast_rcnn/fg_cls_accuracy": 0.5748273508939539, "iteration": 19039, "loss_box_reg": 0.2500339951366186, "loss_cls": 0.221130957826972, "loss_mask": 0.26561202108860016, "loss_rpn_cls": 0.03632336622104049, "loss_rpn_loc": 0.07642548717558384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822588971146008, "mask_rcnn/false_negative": 0.09606345486845205, "mask_rcnn/false_positive": 0.1389262497497199, "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": 1.1507383442949504, "total_loss": 0.847527546226047} {"data_time": 0.011454788502305746, "eta_seconds": 82223.83153836709, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.41422770541638004, "fast_rcnn/fg_cls_accuracy": 0.55460758426343, "iteration": 19059, "loss_box_reg": 0.2561159757897258, "loss_cls": 0.21931104734539986, "loss_mask": 0.2684955485165119, "loss_rpn_cls": 0.037811429938301444, "loss_rpn_loc": 0.06219917209818959, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863032522769014, "mask_rcnn/false_negative": 0.09387908562271918, "mask_rcnn/false_positive": 0.12708109849884588, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.158444900996983, "total_loss": 0.8497421335196123} {"data_time": 0.012914110207930207, "eta_seconds": 82272.71009895019, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.4178788625904011, "fast_rcnn/fg_cls_accuracy": 0.5569115713346482, "iteration": 19079, "loss_box_reg": 0.2295304276049137, "loss_cls": 0.22481526527553797, "loss_mask": 0.2604696359485388, "loss_rpn_cls": 0.03795453684870154, "loss_rpn_loc": 0.06942143943160772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914914481123273, "mask_rcnn/false_negative": 0.09908393465674964, "mask_rcnn/false_positive": 0.12559668004630992, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1587082149926573, "total_loss": 0.8403825571294874} {"data_time": 0.011582024162635207, "eta_seconds": 82274.87464523874, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3584228423382091, "fast_rcnn/fg_cls_accuracy": 0.6192453511464163, "iteration": 19099, "loss_box_reg": 0.23962317407131195, "loss_cls": 0.20259549422189593, "loss_mask": 0.2715519852936268, "loss_rpn_cls": 0.032935495022684336, "loss_rpn_loc": 0.07782979775220156, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808624098990245, "mask_rcnn/false_negative": 0.10215011110588756, "mask_rcnn/false_positive": 0.13243669937668545, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.1640274189412594, "total_loss": 0.8319493911694735} {"data_time": 0.011720911134034395, "eta_seconds": 82241.07471644878, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.319912246741515, "fast_rcnn/fg_cls_accuracy": 0.6402067524469373, "iteration": 19119, "loss_box_reg": 0.26227385364472866, "loss_cls": 0.23112419154495, "loss_mask": 0.26043353602290154, "loss_rpn_cls": 0.03661886358167976, "loss_rpn_loc": 0.07176181254908442, "lr": 0.0001, "mask_rcnn/accuracy": 0.898051466365276, "mask_rcnn/false_negative": 0.0898908976116306, "mask_rcnn/false_positive": 0.1082911793827949, "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": 1.1555098614189774, "total_loss": 0.8503143138950691} {"data_time": 0.01276996056549251, "eta_seconds": 82228.45722653903, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.3739835281661416, "fast_rcnn/fg_cls_accuracy": 0.5952163989342776, "iteration": 19139, "loss_box_reg": 0.24014156265184283, "loss_cls": 0.2207828126847744, "loss_mask": 0.2666783221065998, "loss_rpn_cls": 0.035216376185417175, "loss_rpn_loc": 0.07010559178888798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917331488436039, "mask_rcnn/false_negative": 0.08922333581813754, "mask_rcnn/false_positive": 0.12870323801431205, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1555159201379865, "total_loss": 0.8499055713182315} {"data_time": 0.01175838802009821, "eta_seconds": 82212.00258121826, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.37076944329327255, "fast_rcnn/fg_cls_accuracy": 0.619882822704034, "iteration": 19159, "loss_box_reg": 0.2369907908141613, "loss_cls": 0.19377308245748281, "loss_mask": 0.25244866870343685, "loss_rpn_cls": 0.03442084323614836, "loss_rpn_loc": 0.06864310288801789, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031534589642308, "mask_rcnn/false_negative": 0.07857541600652473, "mask_rcnn/false_positive": 0.10962743556041973, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1660388519521803, "total_loss": 0.800324680050835} {"data_time": 0.012309780810028315, "eta_seconds": 82182.03980783932, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4019493177387914, "fast_rcnn/fg_cls_accuracy": 0.5539389875963795, "iteration": 19179, "loss_box_reg": 0.25091250985860825, "loss_cls": 0.22495676390826702, "loss_mask": 0.2620508037507534, "loss_rpn_cls": 0.03632312547415495, "loss_rpn_loc": 0.07408611220307648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931695950790546, "mask_rcnn/false_negative": 0.09348835141425502, "mask_rcnn/false_positive": 0.12176183864960377, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1597368139773607, "total_loss": 0.8828031658194959} {"data_time": 0.012784093618392944, "eta_seconds": 82165.5813488178, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.42740739295054453, "fast_rcnn/fg_cls_accuracy": 0.5374985151063183, "iteration": 19199, "loss_box_reg": 0.2840916756540537, "loss_cls": 0.23693591356277466, "loss_mask": 0.2766336724162102, "loss_rpn_cls": 0.038818566827103496, "loss_rpn_loc": 0.08056031726300716, "lr": 0.0001, "mask_rcnn/accuracy": 0.888005845541838, "mask_rcnn/false_negative": 0.10337016851232783, "mask_rcnn/false_positive": 0.12528986581277154, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1690710212569684, "total_loss": 0.9082196878734976} {"data_time": 0.012089069932699203, "eta_seconds": 82125.04611216486, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3735777680779863, "fast_rcnn/fg_cls_accuracy": 0.5848101265822785, "iteration": 19219, "loss_box_reg": 0.270593611523509, "loss_cls": 0.2335067056119442, "loss_mask": 0.27847289480268955, "loss_rpn_cls": 0.03817964461632073, "loss_rpn_loc": 0.07823800295591354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8715718050795707, "mask_rcnn/false_negative": 0.10365921949843113, "mask_rcnn/false_positive": 0.15095753496073303, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.169319647597149, "total_loss": 0.9327410054393113} {"data_time": 0.011569945141673088, "eta_seconds": 82135.09594990872, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.37968770964712195, "fast_rcnn/fg_cls_accuracy": 0.6003861003861004, "iteration": 19239, "loss_box_reg": 0.23811797611415386, "loss_cls": 0.21246462780982256, "loss_mask": 0.2611487805843353, "loss_rpn_cls": 0.043211259646341205, "loss_rpn_loc": 0.0806549726985395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844896744978114, "mask_rcnn/false_negative": 0.09216075249036487, "mask_rcnn/false_positive": 0.1338335984547749, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1689951398875564, "total_loss": 0.8459140440681949} {"data_time": 0.01124184811487794, "eta_seconds": 82156.97448881809, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.37763541497228514, "fast_rcnn/fg_cls_accuracy": 0.590948547979798, "iteration": 19259, "loss_box_reg": 0.26420310139656067, "loss_cls": 0.2329020742326975, "loss_mask": 0.2764889132231474, "loss_rpn_cls": 0.03797094780020416, "loss_rpn_loc": 0.08619103766977787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8722235106163678, "mask_rcnn/false_negative": 0.10946775332209041, "mask_rcnn/false_positive": 0.14085778220373107, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.178527103504166, "total_loss": 0.9139555608853698} {"data_time": 0.01157718664035201, "eta_seconds": 82124.6658551693, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.3724834379117487, "fast_rcnn/fg_cls_accuracy": 0.6056020809541935, "iteration": 19279, "loss_box_reg": 0.26351411547511816, "loss_cls": 0.2357138954102993, "loss_mask": 0.26724476739764214, "loss_rpn_cls": 0.044421484344638884, "loss_rpn_loc": 0.10039973142556846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752315194207955, "mask_rcnn/false_negative": 0.11364385260470078, "mask_rcnn/false_positive": 0.13660465748084988, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 205.375, "rpn/num_pos_anchors": 50.625, "time": 1.167759461561218, "total_loss": 0.9159578366670758} {"data_time": 0.012402058113366365, "eta_seconds": 82101.44055373967, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3699892297993065, "fast_rcnn/fg_cls_accuracy": 0.5840309446254072, "iteration": 19299, "loss_box_reg": 0.26214045472443104, "loss_cls": 0.22525349259376526, "loss_mask": 0.2793096676468849, "loss_rpn_cls": 0.04052395676262677, "loss_rpn_loc": 0.07569647906348109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813833277876368, "mask_rcnn/false_negative": 0.08109375497800257, "mask_rcnn/false_positive": 0.1410151162482358, "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": 1.1476528835482895, "total_loss": 0.8709936344530433} {"data_time": 0.01284636789932847, "eta_seconds": 82026.31765161641, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.39646031498518636, "fast_rcnn/fg_cls_accuracy": 0.5311565696302125, "iteration": 19319, "loss_box_reg": 0.24815560691058636, "loss_cls": 0.21795791573822498, "loss_mask": 0.2550081517547369, "loss_rpn_cls": 0.037417949934024364, "loss_rpn_loc": 0.07948612654581666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930845051435208, "mask_rcnn/false_negative": 0.09274216968218069, "mask_rcnn/false_positive": 0.12943280518502748, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.157673595706001, "total_loss": 0.8627268943819217} {"data_time": 0.012840286595746875, "eta_seconds": 82082.23410431761, "fast_rcnn/cls_accuracy": 0.8935546875, "fast_rcnn/false_negative": 0.4008078047046013, "fast_rcnn/fg_cls_accuracy": 0.5696297182508823, "iteration": 19339, "loss_box_reg": 0.28719605691730976, "loss_cls": 0.2364466181024909, "loss_mask": 0.26803071051836014, "loss_rpn_cls": 0.03867353149689734, "loss_rpn_loc": 0.09461329830810428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776221572255092, "mask_rcnn/false_negative": 0.10041235499917807, "mask_rcnn/false_positive": 0.14566441637669558, "roi_head/num_bg_samples": 423.125, "roi_head/num_fg_samples": 88.875, "rpn/num_neg_anchors": 205.625, "rpn/num_pos_anchors": 50.375, "time": 1.1865004217252135, "total_loss": 0.9378862334415317} {"data_time": 0.013661619275808334, "eta_seconds": 82032.42844024673, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.37841832963784183, "fast_rcnn/fg_cls_accuracy": 0.6190564178369056, "iteration": 19359, "loss_box_reg": 0.24765580892562866, "loss_cls": 0.2212058398872614, "loss_mask": 0.26980286464095116, "loss_rpn_cls": 0.037051263032481074, "loss_rpn_loc": 0.07838243758305907, "lr": 0.0001, "mask_rcnn/accuracy": 0.884964368674299, "mask_rcnn/false_negative": 0.0917711834748124, "mask_rcnn/false_positive": 0.14168894407339677, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1551496665924788, "total_loss": 0.8545228412840515} {"data_time": 0.012901045847684145, "eta_seconds": 82009.20295088086, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3217288241526231, "fast_rcnn/fg_cls_accuracy": 0.6137980487988979, "iteration": 19379, "loss_box_reg": 0.2671860605478287, "loss_cls": 0.2171523356810212, "loss_mask": 0.2571565993130207, "loss_rpn_cls": 0.043900796910747886, "loss_rpn_loc": 0.08502881519962102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816782910238554, "mask_rcnn/false_negative": 0.10674868979233348, "mask_rcnn/false_positive": 0.12720334228381047, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1636279979720712, "total_loss": 0.8314961325377226} {"data_time": 0.012910939753055573, "eta_seconds": 81985.977461515, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.395812324929972, "fast_rcnn/fg_cls_accuracy": 0.5945518207282914, "iteration": 19399, "loss_box_reg": 0.25509206391870975, "loss_cls": 0.22799384407699108, "loss_mask": 0.26073310524225235, "loss_rpn_cls": 0.036766775185242295, "loss_rpn_loc": 0.07290115091018379, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796803048142334, "mask_rcnn/false_negative": 0.11139297138479812, "mask_rcnn/false_positive": 0.11747009081045415, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.152148318476975, "total_loss": 0.8606537998421118} {"data_time": 0.011851411312818527, "eta_seconds": 81962.75197214913, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36472510389898793, "fast_rcnn/fg_cls_accuracy": 0.5944924812030075, "iteration": 19419, "loss_box_reg": 0.25364343263208866, "loss_cls": 0.2183302752673626, "loss_mask": 0.28102514892816544, "loss_rpn_cls": 0.03732324985321611, "loss_rpn_loc": 0.07784469076432288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928773578622049, "mask_rcnn/false_negative": 0.09882431620836543, "mask_rcnn/false_positive": 0.11430805018408627, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1599357505328953, "total_loss": 0.8600011299131438} {"data_time": 0.01142008020542562, "eta_seconds": 81993.77273384482, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3127657911194497, "fast_rcnn/fg_cls_accuracy": 0.6508267131692824, "iteration": 19439, "loss_box_reg": 0.2714831829071045, "loss_cls": 0.23043004609644413, "loss_mask": 0.2630161587148905, "loss_rpn_cls": 0.03801208344521001, "loss_rpn_loc": 0.07623570039868355, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024781934349726, "mask_rcnn/false_negative": 0.08957394566301535, "mask_rcnn/false_positive": 0.11001716086670864, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.174650995992124, "total_loss": 0.8841757029294968} {"data_time": 0.011940933531150222, "eta_seconds": 82018.52124470752, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.40423351158645277, "fast_rcnn/fg_cls_accuracy": 0.5614653203938919, "iteration": 19459, "loss_box_reg": 0.2567220199853182, "loss_cls": 0.24320433288812637, "loss_mask": 0.26806758902966976, "loss_rpn_cls": 0.0380043622571975, "loss_rpn_loc": 0.07240630267187953, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847152245086662, "mask_rcnn/false_negative": 0.09516686098198478, "mask_rcnn/false_positive": 0.1378472816765508, "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": 1.174897596007213, "total_loss": 0.8481532458681613} {"data_time": 0.012720542959868908, "eta_seconds": 82009.93703154847, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.40404411764705883, "fast_rcnn/fg_cls_accuracy": 0.5687383395522387, "iteration": 19479, "loss_box_reg": 0.23961800895631313, "loss_cls": 0.2179550863802433, "loss_mask": 0.268956171348691, "loss_rpn_cls": 0.04059927549678832, "loss_rpn_loc": 0.08371137781068683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8661403608473093, "mask_rcnn/false_negative": 0.11089936564266638, "mask_rcnn/false_positive": 0.16222549821843055, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.1559325172565877, "total_loss": 0.8530056909658015} {"data_time": 0.012299970490857959, "eta_seconds": 81914.41198415123, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4247018615474113, "fast_rcnn/fg_cls_accuracy": 0.541749685242455, "iteration": 19499, "loss_box_reg": 0.23613479733467102, "loss_cls": 0.23048177547752857, "loss_mask": 0.2652024179697037, "loss_rpn_cls": 0.039700342109426856, "loss_rpn_loc": 0.0676600756123662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771667183438323, "mask_rcnn/false_negative": 0.118150154936464, "mask_rcnn/false_positive": 0.13782449769465493, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.14251124789007, "total_loss": 0.8405064919497818} {"data_time": 0.012585234362632036, "eta_seconds": 81891.1738530919, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.37234054446866793, "fast_rcnn/fg_cls_accuracy": 0.5947191752082959, "iteration": 19519, "loss_box_reg": 0.25871752202510834, "loss_cls": 0.23987488262355328, "loss_mask": 0.2714556120336056, "loss_rpn_cls": 0.04844008176587522, "loss_rpn_loc": 0.08647414285223931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776706887953679, "mask_rcnn/false_negative": 0.09796548660182863, "mask_rcnn/false_positive": 0.13343359233214344, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1224397628102452, "total_loss": 0.931081200717017} {"data_time": 0.012347995303571224, "eta_seconds": 81862.82123858575, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.42556741504109924, "fast_rcnn/fg_cls_accuracy": 0.5411605937921727, "iteration": 19539, "loss_box_reg": 0.2511566895991564, "loss_cls": 0.2189255729317665, "loss_mask": 0.26105770841240883, "loss_rpn_cls": 0.03931957180611789, "loss_rpn_loc": 0.0790438330732286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858776200208484, "mask_rcnn/false_negative": 0.1046038287889369, "mask_rcnn/false_positive": 0.12658494181281818, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1533535704948008, "total_loss": 0.8449098756536841} {"data_time": 0.011606317013502121, "eta_seconds": 81844.69759097323, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.4331065759637188, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 19559, "loss_box_reg": 0.24226694740355015, "loss_cls": 0.2115512229502201, "loss_mask": 0.26723120734095573, "loss_rpn_cls": 0.03686712228227407, "loss_rpn_loc": 0.07382418774068356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853169722395762, "mask_rcnn/false_negative": 0.10403305821504868, "mask_rcnn/false_positive": 0.1418609604588465, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1730097581166774, "total_loss": 0.8385374757926911} {"data_time": 0.012283661402761936, "eta_seconds": 81853.13360055443, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.37295682136319586, "fast_rcnn/fg_cls_accuracy": 0.5991710812427944, "iteration": 19579, "loss_box_reg": 0.26934340596199036, "loss_cls": 0.24563828855752945, "loss_mask": 0.2596812788397074, "loss_rpn_cls": 0.0365270811598748, "loss_rpn_loc": 0.07376645458862185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804311724689876, "mask_rcnn/false_negative": 0.10420475764525153, "mask_rcnn/false_positive": 0.13564377134397568, "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": 1.1521102474071085, "total_loss": 0.9049530052579939} {"data_time": 0.013328818371519446, "eta_seconds": 81884.80741530657, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35109395910491425, "fast_rcnn/fg_cls_accuracy": 0.6088636856172795, "iteration": 19599, "loss_box_reg": 0.25725406035780907, "loss_cls": 0.2370930202305317, "loss_mask": 0.2695712186396122, "loss_rpn_cls": 0.03951886319555342, "loss_rpn_loc": 0.07935197907499969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827417224511055, "mask_rcnn/false_negative": 0.10125412369111701, "mask_rcnn/false_positive": 0.1453196491691885, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1716482993215322, "total_loss": 0.8977647189749405} {"data_time": 0.013320330530405045, "eta_seconds": 81838.04091341794, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.37046349673603446, "fast_rcnn/fg_cls_accuracy": 0.5968761850101976, "iteration": 19619, "loss_box_reg": 0.2565426602959633, "loss_cls": 0.20945663563907146, "loss_mask": 0.26877799443900585, "loss_rpn_cls": 0.042537688510492444, "loss_rpn_loc": 0.08993387874215841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759067995056893, "mask_rcnn/false_negative": 0.08987894262087082, "mask_rcnn/false_positive": 0.1481509498401889, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1435233999509364, "total_loss": 0.8553152086678892} {"data_time": 0.01166552840732038, "eta_seconds": 81821.15363017656, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36657681940700804, "fast_rcnn/fg_cls_accuracy": 0.6027714423940839, "iteration": 19639, "loss_box_reg": 0.23610481712967157, "loss_cls": 0.20474879629909992, "loss_mask": 0.27215626649558544, "loss_rpn_cls": 0.033080677734687924, "loss_rpn_loc": 0.07235444034449756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869353289626412, "mask_rcnn/false_negative": 0.09290119178879401, "mask_rcnn/false_positive": 0.1254217650735977, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1723484094254673, "total_loss": 0.8181914153974503} {"data_time": 0.013124791905283928, "eta_seconds": 81797.89576956537, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.40473817118553956, "fast_rcnn/fg_cls_accuracy": 0.5765051586783336, "iteration": 19659, "loss_box_reg": 0.2681035306304693, "loss_cls": 0.23766962997615337, "loss_mask": 0.26271857880055904, "loss_rpn_cls": 0.0401270049624145, "loss_rpn_loc": 0.07678318582475185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787151219012121, "mask_rcnn/false_negative": 0.09818425992604923, "mask_rcnn/false_positive": 0.14276329327994064, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.176912438357249, "total_loss": 0.9044557857559994} {"data_time": 0.011765614850446582, "eta_seconds": 81774.63790895417, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.43004426840633736, "fast_rcnn/fg_cls_accuracy": 0.5099015864778709, "iteration": 19679, "loss_box_reg": 0.24019154347479343, "loss_cls": 0.24188308604061604, "loss_mask": 0.2694104593247175, "loss_rpn_cls": 0.037030639592558146, "loss_rpn_loc": 0.07348359189927578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835621949931735, "mask_rcnn/false_negative": 0.10374094072720974, "mask_rcnn/false_positive": 0.13829307301509497, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1631542397662997, "total_loss": 0.8598631408531219} {"data_time": 0.012798525160178542, "eta_seconds": 81780.45790470205, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.3730915403127178, "fast_rcnn/fg_cls_accuracy": 0.5819040869359793, "iteration": 19699, "loss_box_reg": 0.2666980680078268, "loss_cls": 0.23708761855959892, "loss_mask": 0.2611632365733385, "loss_rpn_cls": 0.040807360666804016, "loss_rpn_loc": 0.08073443546891212, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774325121839781, "mask_rcnn/false_negative": 0.09074111403292012, "mask_rcnn/false_positive": 0.13431833190277465, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.162789169466123, "total_loss": 0.8876570405263919} {"data_time": 0.01210376899689436, "eta_seconds": 81764.81600694358, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3415126177676341, "fast_rcnn/fg_cls_accuracy": 0.6435897435897435, "iteration": 19719, "loss_box_reg": 0.25446968153119087, "loss_cls": 0.22967881336808205, "loss_mask": 0.2713940925896168, "loss_rpn_cls": 0.037750678369775414, "loss_rpn_loc": 0.06986648100428283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850371932961218, "mask_rcnn/false_negative": 0.09886660216415005, "mask_rcnn/false_positive": 0.12023235958451103, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1609716746024787, "total_loss": 0.8355221515521407} {"data_time": 0.012586585013195872, "eta_seconds": 81741.54770415276, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3876790830945559, "fast_rcnn/fg_cls_accuracy": 0.5757354432947859, "iteration": 19739, "loss_box_reg": 0.25060875341296196, "loss_cls": 0.22268451191484928, "loss_mask": 0.2597330901771784, "loss_rpn_cls": 0.038446219405159354, "loss_rpn_loc": 0.070261191111058, "lr": 0.0001, "mask_rcnn/accuracy": 0.889065435098414, "mask_rcnn/false_negative": 0.10353398144113583, "mask_rcnn/false_positive": 0.11624670840175941, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1631751626264304, "total_loss": 0.8635532764601521} {"data_time": 0.012514590518549085, "eta_seconds": 81710.65950535238, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3675260063319765, "fast_rcnn/fg_cls_accuracy": 0.596733395967334, "iteration": 19759, "loss_box_reg": 0.25654797069728374, "loss_cls": 0.21533932629972696, "loss_mask": 0.2700220327824354, "loss_rpn_cls": 0.04148068523500115, "loss_rpn_loc": 0.07693247438874096, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820413459501448, "mask_rcnn/false_negative": 0.09367524197111654, "mask_rcnn/false_positive": 0.12745623374170076, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1593032849486917, "total_loss": 0.8742551415925846} {"data_time": 0.01258561504073441, "eta_seconds": 81682.0295533957, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3909961685823755, "fast_rcnn/fg_cls_accuracy": 0.6012408347433729, "iteration": 19779, "loss_box_reg": 0.2331688329577446, "loss_cls": 0.20793558843433857, "loss_mask": 0.25957333855330944, "loss_rpn_cls": 0.03517756192013621, "loss_rpn_loc": 0.06887844856828451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814371179944058, "mask_rcnn/false_negative": 0.0957492936082101, "mask_rcnn/false_positive": 0.1327543750953974, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1453231640625745, "total_loss": 0.8162114690057933} {"data_time": 0.011966577032580972, "eta_seconds": 81658.7649479974, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32398488503517264, "fast_rcnn/fg_cls_accuracy": 0.6039463886820551, "iteration": 19799, "loss_box_reg": 0.25245778262615204, "loss_cls": 0.21740866731852293, "loss_mask": 0.25927091576159, "loss_rpn_cls": 0.04371174657717347, "loss_rpn_loc": 0.07460493594408035, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921783833061669, "mask_rcnn/false_negative": 0.0999497962646026, "mask_rcnn/false_positive": 0.12843930265214215, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.162645359756425, "total_loss": 0.8575528929941356} {"data_time": 0.012458906741812825, "eta_seconds": 81605.48041068017, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3770329355998692, "fast_rcnn/fg_cls_accuracy": 0.5960375540659656, "iteration": 19819, "loss_box_reg": 0.2738408287987113, "loss_cls": 0.22555272467434406, "loss_mask": 0.2584142368286848, "loss_rpn_cls": 0.03915739478543401, "loss_rpn_loc": 0.08454394340515137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869228476083915, "mask_rcnn/false_negative": 0.10032019171686812, "mask_rcnn/false_positive": 0.1315750313283208, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.160126561531797, "total_loss": 0.9089125201571733} {"data_time": 0.011716946261003613, "eta_seconds": 81567.4986198917, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.35197180986654675, "fast_rcnn/fg_cls_accuracy": 0.6048433048433048, "iteration": 19839, "loss_box_reg": 0.25266068801283836, "loss_cls": 0.21383041329681873, "loss_mask": 0.26015073992311954, "loss_rpn_cls": 0.03781754872761667, "loss_rpn_loc": 0.07903527840971947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820685230228555, "mask_rcnn/false_negative": 0.09944266760792772, "mask_rcnn/false_positive": 0.13531302509053608, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1310378089547157, "total_loss": 0.8658602847717702} {"data_time": 0.012401540065184236, "eta_seconds": 81496.12562508322, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.36001615182717545, "fast_rcnn/fg_cls_accuracy": 0.6238256105911892, "iteration": 19859, "loss_box_reg": 0.24019077979028225, "loss_cls": 0.20206131786108017, "loss_mask": 0.25431564822793007, "loss_rpn_cls": 0.037294260459020734, "loss_rpn_loc": 0.06933332444168627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919785528288814, "mask_rcnn/false_negative": 0.09410340273890941, "mask_rcnn/false_positive": 0.11811410612662651, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1593528650701046, "total_loss": 0.8181325956247747} {"data_time": 0.01247429265640676, "eta_seconds": 81466.93645655178, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.38198919143629184, "fast_rcnn/fg_cls_accuracy": 0.5414612868047983, "iteration": 19879, "loss_box_reg": 0.22689343057572842, "loss_cls": 0.21730532310903072, "loss_mask": 0.2556186616420746, "loss_rpn_cls": 0.03619350679218769, "loss_rpn_loc": 0.0765410668682307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906939650032943, "mask_rcnn/false_negative": 0.10166192728376686, "mask_rcnn/false_positive": 0.12137678943641492, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1657560665626079, "total_loss": 0.8085038495482877} {"data_time": 0.012050567893311381, "eta_seconds": 81468.26883184258, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.42361304065944244, "fast_rcnn/fg_cls_accuracy": 0.5570537688232595, "iteration": 19899, "loss_box_reg": 0.2617384046316147, "loss_cls": 0.22605270892381668, "loss_mask": 0.2755722776055336, "loss_rpn_cls": 0.03802044317126274, "loss_rpn_loc": 0.07789109228178859, "lr": 0.0001, "mask_rcnn/accuracy": 0.8699124159386121, "mask_rcnn/false_negative": 0.10910872431573596, "mask_rcnn/false_positive": 0.15166132343951805, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.166092038154602, "total_loss": 0.8764664821792394} {"data_time": 0.012513021007180214, "eta_seconds": 81414.2716191709, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3683667452830189, "fast_rcnn/fg_cls_accuracy": 0.580078125, "iteration": 19919, "loss_box_reg": 0.2499967459589243, "loss_cls": 0.24475817009806633, "loss_mask": 0.2648798767477274, "loss_rpn_cls": 0.0372193215880543, "loss_rpn_loc": 0.08056503790430725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808739458139143, "mask_rcnn/false_negative": 0.09957560634171897, "mask_rcnn/false_positive": 0.14481422943590108, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1431652065366507, "total_loss": 0.9054065527161583} {"data_time": 0.012015157146379352, "eta_seconds": 81342.53620664589, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3529937444146559, "fast_rcnn/fg_cls_accuracy": 0.6157412181205747, "iteration": 19939, "loss_box_reg": 0.2501216623932123, "loss_cls": 0.20583936665207148, "loss_mask": 0.2554851155728102, "loss_rpn_cls": 0.038999848533421755, "loss_rpn_loc": 0.08441781252622604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814914992729408, "mask_rcnn/false_negative": 0.09008052545065806, "mask_rcnn/false_positive": 0.12435660348678124, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1527089395094663, "total_loss": 0.8547254860168323} {"data_time": 0.012133500538766384, "eta_seconds": 81333.611253649, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.41889123684664487, "fast_rcnn/fg_cls_accuracy": 0.5234093637454982, "iteration": 19959, "loss_box_reg": 0.2514608670026064, "loss_cls": 0.22812392190098763, "loss_mask": 0.27297414653003216, "loss_rpn_cls": 0.03890315187163651, "loss_rpn_loc": 0.09237950574606657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811124327031425, "mask_rcnn/false_negative": 0.0935907746429134, "mask_rcnn/false_positive": 0.13929041856654006, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 1.1728107747621834, "total_loss": 0.883580818772316} {"data_time": 0.013180305017158389, "eta_seconds": 81363.75135445967, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3293135435992579, "fast_rcnn/fg_cls_accuracy": 0.6412549407114625, "iteration": 19979, "loss_box_reg": 0.26004063710570335, "loss_cls": 0.22331900149583817, "loss_mask": 0.2681503277271986, "loss_rpn_cls": 0.040728565538302064, "loss_rpn_loc": 0.07510456361342221, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826126054021717, "mask_rcnn/false_negative": 0.0992181161357677, "mask_rcnn/false_positive": 0.12258536545770926, "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": 1.172272933414206, "total_loss": 0.8557224036194384} {"bbox/AP": 34.550291338422696, "bbox/AP-airplane": 55.96071575968469, "bbox/AP-apple": 15.184543289867555, "bbox/AP-backpack": 11.423812299389816, "bbox/AP-banana": 21.094597138344195, "bbox/AP-baseball bat": 22.94530580699272, "bbox/AP-baseball glove": 35.37820476701973, "bbox/AP-bear": 65.4277225846524, "bbox/AP-bed": 35.995689037366155, "bbox/AP-bench": 17.727754387781932, "bbox/AP-bicycle": 24.394898173872377, "bbox/AP-bird": 32.031846369391346, "bbox/AP-boat": 21.93501857913204, "bbox/AP-book": 12.201961873793273, "bbox/AP-bottle": 35.27818427694262, "bbox/AP-bowl": 35.885708920210504, "bbox/AP-broccoli": 20.219186060823183, "bbox/AP-bus": 57.92602085736457, "bbox/AP-cake": 28.56503516640445, "bbox/AP-car": 38.84735260231616, "bbox/AP-carrot": 15.605709717937287, "bbox/AP-cat": 58.99062208926712, "bbox/AP-cell phone": 27.220943830418815, "bbox/AP-chair": 23.043218823345132, "bbox/AP-clock": 48.42144193033447, "bbox/AP-couch": 31.086532112860336, "bbox/AP-cow": 50.35573403204502, "bbox/AP-cup": 36.95544300599423, "bbox/AP-dining table": 21.033467542648488, "bbox/AP-dog": 52.936702073717036, "bbox/AP-donut": 44.75564123070405, "bbox/AP-elephant": 58.849868204819636, "bbox/AP-fire hydrant": 59.05046203702861, "bbox/AP-fork": 20.67072414077885, "bbox/AP-frisbee": 58.727103000129446, "bbox/AP-giraffe": 57.75006053266104, "bbox/AP-hair drier": 3.5124941065535125, "bbox/AP-handbag": 9.740784609186875, "bbox/AP-horse": 48.78435932925609, "bbox/AP-hot dog": 26.3453721087244, "bbox/AP-keyboard": 38.942068163236485, "bbox/AP-kite": 38.59936398131026, "bbox/AP-knife": 9.243468943963267, "bbox/AP-laptop": 47.09635593151166, "bbox/AP-microwave": 37.92595074676494, "bbox/AP-motorcycle": 33.994426541080294, "bbox/AP-mouse": 54.72141572348556, "bbox/AP-orange": 26.311376800560137, "bbox/AP-oven": 28.731370979710498, "bbox/AP-parking meter": 35.5522741469402, "bbox/AP-person": 50.37070297151085, "bbox/AP-pizza": 47.604677915787796, "bbox/AP-potted plant": 22.009431458234864, "bbox/AP-refrigerator": 40.34916898751988, "bbox/AP-remote": 25.054916638898955, "bbox/AP-sandwich": 26.584906824417697, "bbox/AP-scissors": 18.05958061877527, "bbox/AP-sheep": 46.29159289897927, "bbox/AP-sink": 29.469559563262088, "bbox/AP-skateboard": 41.643784146024096, "bbox/AP-skis": 17.27642382108723, "bbox/AP-snowboard": 26.760556867422412, "bbox/AP-spoon": 9.398350828926748, "bbox/AP-sports ball": 46.22024543542477, "bbox/AP-stop sign": 55.75731763525804, "bbox/AP-suitcase": 32.508790396157195, "bbox/AP-surfboard": 30.257210029148673, "bbox/AP-teddy bear": 38.759429755901174, "bbox/AP-tennis racket": 39.05271446672419, "bbox/AP-tie": 25.308645846261218, "bbox/AP-toaster": 32.461472234179936, "bbox/AP-toilet": 49.96785999204821, "bbox/AP-toothbrush": 12.63271926513265, "bbox/AP-traffic light": 22.737843014161236, "bbox/AP-train": 52.8482070095926, "bbox/AP-truck": 28.277877624440368, "bbox/AP-tv": 49.194574177009876, "bbox/AP-umbrella": 31.912866324944545, "bbox/AP-vase": 31.359576046318843, "bbox/AP-wine glass": 29.722045021184996, "bbox/AP-zebra": 60.7919448907564, "bbox/AP50": 57.73851857291123, "bbox/AP75": 36.5245877477887, "bbox/APl": 45.15932828476893, "bbox/APm": 37.92923653160751, "bbox/APs": 21.42407864716855, "data_time": 0.011870958842337132, "eta_seconds": 81306.52302410454, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.42435022742040285, "fast_rcnn/fg_cls_accuracy": 0.5591726618705036, "iteration": 19999, "loss_box_reg": 0.24806253612041473, "loss_cls": 0.21506595239043236, "loss_mask": 0.26505217887461185, "loss_rpn_cls": 0.033521224395371974, "loss_rpn_loc": 0.062046687584370375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8647235925860982, "mask_rcnn/false_negative": 0.10572965110848939, "mask_rcnn/false_positive": 0.16039177894436862, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "segm/AP": 33.134997807414265, "segm/AP-airplane": 47.183015607094006, "segm/AP-apple": 15.770417064927061, "segm/AP-backpack": 12.81371987248475, "segm/AP-banana": 15.709479792222442, "segm/AP-baseball bat": 23.090092101670447, "segm/AP-baseball glove": 40.79008343234751, "segm/AP-bear": 70.99523650200403, "segm/AP-bed": 28.569289099052565, "segm/AP-bench": 13.517420834790043, "segm/AP-bicycle": 14.898524142949924, "segm/AP-bird": 28.166040082746687, "segm/AP-boat": 19.99627527593367, "segm/AP-book": 7.451093395336768, "segm/AP-bottle": 34.68662258955065, "segm/AP-bowl": 34.84841092854907, "segm/AP-broccoli": 18.822565983517077, "segm/AP-bus": 57.622363198597526, "segm/AP-cake": 30.26937500352023, "segm/AP-car": 36.32157510015164, "segm/AP-carrot": 14.518042903318658, "segm/AP-cat": 64.09420167450234, "segm/AP-cell phone": 30.676719398348872, "segm/AP-chair": 15.16560393099507, "segm/AP-clock": 51.46766355831919, "segm/AP-couch": 27.709232453037657, "segm/AP-cow": 44.23062981876515, "segm/AP-cup": 37.99020707700962, "segm/AP-dining table": 11.990750156186916, "segm/AP-dog": 54.093662974825975, "segm/AP-donut": 46.793681241208866, "segm/AP-elephant": 52.941636883211466, "segm/AP-fire hydrant": 60.05011662226205, "segm/AP-fork": 7.91816013803544, "segm/AP-frisbee": 60.64197719039666, "segm/AP-giraffe": 46.93235980051693, "segm/AP-hair drier": 1.7161716171617158, "segm/AP-handbag": 10.38645127325766, "segm/AP-horse": 37.9794916485943, "segm/AP-hot dog": 20.958151029359932, "segm/AP-keyboard": 42.553369063937126, "segm/AP-kite": 29.129171230947993, "segm/AP-knife": 4.421137682095628, "segm/AP-laptop": 51.40622667518894, "segm/AP-microwave": 48.2026852840588, "segm/AP-motorcycle": 24.728855097557943, "segm/AP-mouse": 56.005058381633674, "segm/AP-orange": 26.248829951744305, "segm/AP-oven": 25.6850866846492, "segm/AP-parking meter": 40.52218546507647, "segm/AP-person": 43.736654831768895, "segm/AP-pizza": 47.75968984243802, "segm/AP-potted plant": 19.280039771037245, "segm/AP-refrigerator": 43.86942923331084, "segm/AP-remote": 23.38981203222361, "segm/AP-sandwich": 29.40276195280973, "segm/AP-scissors": 16.680410819023948, "segm/AP-sheep": 42.23932996290319, "segm/AP-sink": 28.17648797929998, "segm/AP-skateboard": 24.09243604672363, "segm/AP-skis": 1.9395683711400455, "segm/AP-snowboard": 20.92811301158705, "segm/AP-spoon": 6.883316292279945, "segm/AP-sports ball": 46.23841855547225, "segm/AP-stop sign": 59.7884463243158, "segm/AP-suitcase": 35.84751390358082, "segm/AP-surfboard": 25.437352530106068, "segm/AP-teddy bear": 39.514965291269036, "segm/AP-tennis racket": 49.95392098689828, "segm/AP-tie": 26.08731159020776, "segm/AP-toaster": 41.306930693069305, "segm/AP-toilet": 52.73428449354033, "segm/AP-toothbrush": 10.342201968647121, "segm/AP-traffic light": 22.643903145971173, "segm/AP-train": 55.860134225511295, "segm/AP-truck": 28.138916102641225, "segm/AP-tv": 53.24178244557132, "segm/AP-umbrella": 42.1833540283417, "segm/AP-vase": 32.768328718645144, "segm/AP-wine glass": 27.470634013238993, "segm/AP-zebra": 54.18425851591646, "segm/AP50": 54.429111282163504, "segm/AP75": 34.93778641758375, "segm/APl": 48.48081764503801, "segm/APm": 35.90843624554714, "segm/APs": 16.819679003695416, "time": 1.1566599537618458, "total_loss": 0.854450456739869} {"data_time": 0.012954714009538293, "eta_seconds": 81237.66467866953, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33558500600446045, "fast_rcnn/fg_cls_accuracy": 0.630601143278628, "iteration": 20019, "loss_box_reg": 0.26791842468082905, "loss_cls": 0.2182288197800517, "loss_mask": 0.2679673470556736, "loss_rpn_cls": 0.03719192976132035, "loss_rpn_loc": 0.07283411547541618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983738155292911, "mask_rcnn/false_negative": 0.08732338329866854, "mask_rcnn/false_positive": 0.11253769277627312, "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": 1.153333412250504, "total_loss": 0.9259120849892497} {"data_time": 0.01287595508620143, "eta_seconds": 81224.09732529894, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.366214859437751, "fast_rcnn/fg_cls_accuracy": 0.6208121961530332, "iteration": 20039, "loss_box_reg": 0.23995067365467548, "loss_cls": 0.20123231783509254, "loss_mask": 0.27697378769516945, "loss_rpn_cls": 0.03739474364556372, "loss_rpn_loc": 0.0622457517310977, "lr": 0.0001, "mask_rcnn/accuracy": 0.886021297819148, "mask_rcnn/false_negative": 0.09821862716849247, "mask_rcnn/false_positive": 0.12784182869030777, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1624114613514394, "total_loss": 0.8169908857671544} {"data_time": 0.012292548548430204, "eta_seconds": 81203.21128022857, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.35202624600530363, "fast_rcnn/fg_cls_accuracy": 0.6279540718021313, "iteration": 20059, "loss_box_reg": 0.25519154593348503, "loss_cls": 0.22165974602103233, "loss_mask": 0.25755500607192516, "loss_rpn_cls": 0.03644083102699369, "loss_rpn_loc": 0.07312775566242635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814594045982007, "mask_rcnn/false_negative": 0.09582322673745239, "mask_rcnn/false_positive": 0.14807954906153117, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.1669182893820107, "total_loss": 0.8553934274241328} {"data_time": 0.013004205655306578, "eta_seconds": 81177.65701808035, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.31610729722857867, "fast_rcnn/fg_cls_accuracy": 0.665546218487395, "iteration": 20079, "loss_box_reg": 0.26396906562149525, "loss_cls": 0.23630656860768795, "loss_mask": 0.27292572148144245, "loss_rpn_cls": 0.04467743658460677, "loss_rpn_loc": 0.07962577196303755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757842552943796, "mask_rcnn/false_negative": 0.11205302673860618, "mask_rcnn/false_positive": 0.1397547015338494, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1513273022137582, "total_loss": 0.872764551313594} {"data_time": 0.012565023731440306, "eta_seconds": 81154.43686447106, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.409870006022887, "fast_rcnn/fg_cls_accuracy": 0.5814646464646465, "iteration": 20099, "loss_box_reg": 0.26028745248913765, "loss_cls": 0.2351719532161951, "loss_mask": 0.27093086764216423, "loss_rpn_cls": 0.039491851115599275, "loss_rpn_loc": 0.08169220155104995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8711542673596244, "mask_rcnn/false_negative": 0.12500107004728211, "mask_rcnn/false_positive": 0.14129215094131847, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1676404720637947, "total_loss": 0.8938327671494335} {"data_time": 0.01152710895985365, "eta_seconds": 81131.21671086177, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.37806535569693467, "fast_rcnn/fg_cls_accuracy": 0.5999604711834927, "iteration": 20119, "loss_box_reg": 0.2743265051394701, "loss_cls": 0.24376930482685566, "loss_mask": 0.27054535411298275, "loss_rpn_cls": 0.041010637069121, "loss_rpn_loc": 0.07730026310309768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949287923729685, "mask_rcnn/false_negative": 0.08351691582199125, "mask_rcnn/false_positive": 0.11733621602505442, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1526744910515845, "total_loss": 0.9171121299732476} {"data_time": 0.013392042368650436, "eta_seconds": 81104.51696599834, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3945095216281657, "fast_rcnn/fg_cls_accuracy": 0.5405575838035181, "iteration": 20139, "loss_box_reg": 0.23911101557314396, "loss_cls": 0.2210357654839754, "loss_mask": 0.264183409512043, "loss_rpn_cls": 0.038205583579838276, "loss_rpn_loc": 0.06733592925593257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780874663709941, "mask_rcnn/false_negative": 0.10469796945905503, "mask_rcnn/false_positive": 0.1401841142175902, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1439851089380682, "total_loss": 0.8442619347479194} {"data_time": 0.01173785561695695, "eta_seconds": 81077.25731832907, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.4245323059845245, "fast_rcnn/fg_cls_accuracy": 0.5318994239891575, "iteration": 20159, "loss_box_reg": 0.271743587218225, "loss_cls": 0.25050282571464777, "loss_mask": 0.2723601385951042, "loss_rpn_cls": 0.04054928431287408, "loss_rpn_loc": 0.07511968701146543, "lr": 0.0001, "mask_rcnn/accuracy": 0.887047932147847, "mask_rcnn/false_negative": 0.09801132609990577, "mask_rcnn/false_positive": 0.1311330324888908, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1649813496042043, "total_loss": 0.9107542911078781} {"data_time": 0.012874734122306108, "eta_seconds": 81036.3384882966, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3884775838768435, "fast_rcnn/fg_cls_accuracy": 0.5823231563643656, "iteration": 20179, "loss_box_reg": 0.24916696548461914, "loss_cls": 0.2219127845019102, "loss_mask": 0.25675963796675205, "loss_rpn_cls": 0.03874243004247546, "loss_rpn_loc": 0.0728226953651756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789750870092328, "mask_rcnn/false_negative": 0.09597377292132991, "mask_rcnn/false_positive": 0.13945577553812288, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1568261859938502, "total_loss": 0.8483357026707381} {"data_time": 0.01201230357401073, "eta_seconds": 80982.67689258792, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3651410940412676, "fast_rcnn/fg_cls_accuracy": 0.613401181653632, "iteration": 20199, "loss_box_reg": 0.27447509206831455, "loss_cls": 0.22494595125317574, "loss_mask": 0.25810624472796917, "loss_rpn_cls": 0.041305111488327384, "loss_rpn_loc": 0.06975051620975137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913001575425588, "mask_rcnn/false_negative": 0.09263870672702118, "mask_rcnn/false_positive": 0.12422261898027645, "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": 1.1463031626772135, "total_loss": 0.8567929805722088} {"data_time": 0.011886524967849255, "eta_seconds": 80965.6855102675, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.40507212179658164, "fast_rcnn/fg_cls_accuracy": 0.5506950880444856, "iteration": 20219, "loss_box_reg": 0.26061099767684937, "loss_cls": 0.2359890714287758, "loss_mask": 0.2563966475427151, "loss_rpn_cls": 0.03754128247965127, "loss_rpn_loc": 0.07132381992414594, "lr": 0.0001, "mask_rcnn/accuracy": 0.886471417270612, "mask_rcnn/false_negative": 0.09357653595870552, "mask_rcnn/false_positive": 0.14596729160231858, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1674684865865856, "total_loss": 0.8558579850941896} {"data_time": 0.011383435456082225, "eta_seconds": 80936.26848176122, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.405223880597015, "fast_rcnn/fg_cls_accuracy": 0.5665593808766093, "iteration": 20239, "loss_box_reg": 0.2599593084305525, "loss_cls": 0.23536214791238308, "loss_mask": 0.26501828990876675, "loss_rpn_cls": 0.04716210812330246, "loss_rpn_loc": 0.07847432838752866, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820771422365361, "mask_rcnn/false_negative": 0.09364338246780907, "mask_rcnn/false_positive": 0.13233527702844777, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.159108289051801, "total_loss": 0.9124172898009419} {"data_time": 0.013369104359298944, "eta_seconds": 80893.15406107344, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3871907648334319, "fast_rcnn/fg_cls_accuracy": 0.587599388379205, "iteration": 20259, "loss_box_reg": 0.2645099349319935, "loss_cls": 0.22420713864266872, "loss_mask": 0.27179110422730446, "loss_rpn_cls": 0.04111521109007299, "loss_rpn_loc": 0.08126508025452495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807545562309057, "mask_rcnn/false_negative": 0.09479901264752191, "mask_rcnn/false_positive": 0.1433496770485394, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1433966318145394, "total_loss": 0.904043335467577} {"data_time": 0.011928790947422385, "eta_seconds": 80868.83674171753, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35979413599500937, "fast_rcnn/fg_cls_accuracy": 0.6068163908589441, "iteration": 20279, "loss_box_reg": 0.253424558788538, "loss_cls": 0.21931670140475035, "loss_mask": 0.2528855334967375, "loss_rpn_cls": 0.038909419206902385, "loss_rpn_loc": 0.06479516928084195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835127757700303, "mask_rcnn/false_negative": 0.0951268022036415, "mask_rcnn/false_positive": 0.11913523343259924, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.161572318058461, "total_loss": 0.8538383429404348} {"data_time": 0.012663043104112148, "eta_seconds": 80885.7257197611, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3593877160227871, "fast_rcnn/fg_cls_accuracy": 0.5716557101360649, "iteration": 20299, "loss_box_reg": 0.2653786316514015, "loss_cls": 0.22983139380812645, "loss_mask": 0.2619898933917284, "loss_rpn_cls": 0.041573175229132175, "loss_rpn_loc": 0.076471540145576, "lr": 0.0001, "mask_rcnn/accuracy": 0.887148369058504, "mask_rcnn/false_negative": 0.09714271459165294, "mask_rcnn/false_positive": 0.13362271248314117, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1655454165302217, "total_loss": 0.8576579145155847} {"data_time": 0.012626365991309285, "eta_seconds": 80857.20004249364, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3988327548065682, "fast_rcnn/fg_cls_accuracy": 0.5551754602235371, "iteration": 20319, "loss_box_reg": 0.24272765684872866, "loss_cls": 0.20344484504312277, "loss_mask": 0.27796065248548985, "loss_rpn_cls": 0.03964622667990625, "loss_rpn_loc": 0.07512860069982708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820783253371585, "mask_rcnn/false_negative": 0.10036032073940296, "mask_rcnn/false_positive": 0.12356177773622948, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1562613709829748, "total_loss": 0.8475406003417447} {"data_time": 0.012969983043149114, "eta_seconds": 80799.24221784342, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.34222360592223605, "fast_rcnn/fg_cls_accuracy": 0.6128783497204551, "iteration": 20339, "loss_box_reg": 0.23886110447347164, "loss_cls": 0.21162839606404305, "loss_mask": 0.24689318053424358, "loss_rpn_cls": 0.04240455850958824, "loss_rpn_loc": 0.07650508172810078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995212754987465, "mask_rcnn/false_negative": 0.09116894876037546, "mask_rcnn/false_positive": 0.12256186571495112, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1642691474407911, "total_loss": 0.7807286073220894} {"data_time": 0.011746708070859313, "eta_seconds": 80795.64114786685, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3644807205178722, "fast_rcnn/fg_cls_accuracy": 0.6255277230509428, "iteration": 20359, "loss_box_reg": 0.2579188942909241, "loss_cls": 0.21976043563336134, "loss_mask": 0.2628804910928011, "loss_rpn_cls": 0.03139667026698589, "loss_rpn_loc": 0.07004107884131372, "lr": 0.0001, "mask_rcnn/accuracy": 0.89384143185045, "mask_rcnn/false_negative": 0.09407733872184808, "mask_rcnn/false_positive": 0.13663403479925165, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.172927975654602, "total_loss": 0.8505873107351363} {"data_time": 0.013290619011968374, "eta_seconds": 80742.91331261396, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.36470286885245906, "fast_rcnn/fg_cls_accuracy": 0.5884095821325648, "iteration": 20379, "loss_box_reg": 0.23822167329490185, "loss_cls": 0.2108145821839571, "loss_mask": 0.2662383560091257, "loss_rpn_cls": 0.0328811549115926, "loss_rpn_loc": 0.07475499017164111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896007982146513, "mask_rcnn/false_negative": 0.10072465817823761, "mask_rcnn/false_positive": 0.13810422207432127, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1070463659707457, "total_loss": 0.8547719696070999} {"data_time": 0.010891106212511659, "eta_seconds": 80749.23354238272, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32394957983193273, "fast_rcnn/fg_cls_accuracy": 0.6760504201680673, "iteration": 20399, "loss_box_reg": 0.25734701193869114, "loss_cls": 0.21907247696071863, "loss_mask": 0.272329930216074, "loss_rpn_cls": 0.03894757176749408, "loss_rpn_loc": 0.08736873627640307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764968766613503, "mask_rcnn/false_negative": 0.10576544156296694, "mask_rcnn/false_positive": 0.1278035771178408, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1622608990874141, "total_loss": 0.8842071704566479} {"data_time": 0.012690756004303694, "eta_seconds": 80706.4495193446, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.40722433460076046, "fast_rcnn/fg_cls_accuracy": 0.5522895633932083, "iteration": 20419, "loss_box_reg": 0.2597519885748625, "loss_cls": 0.2105464432388544, "loss_mask": 0.2697821594774723, "loss_rpn_cls": 0.036152896587736905, "loss_rpn_loc": 0.0779897659085691, "lr": 0.0001, "mask_rcnn/accuracy": 0.8703790268666695, "mask_rcnn/false_negative": 0.10743878988435446, "mask_rcnn/false_positive": 0.14883112727260855, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.138095058966428, "total_loss": 0.8677744790911674} {"data_time": 0.011409159284085035, "eta_seconds": 80626.66086573154, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.3864805604577785, "fast_rcnn/fg_cls_accuracy": 0.5587599565316042, "iteration": 20439, "loss_box_reg": 0.26079949364066124, "loss_cls": 0.23202946409583092, "loss_mask": 0.2623212467879057, "loss_rpn_cls": 0.03685080329887569, "loss_rpn_loc": 0.08387403097003698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894942946112125, "mask_rcnn/false_negative": 0.09820038544067308, "mask_rcnn/false_positive": 0.1328468513814207, "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": 1.1499224423896521, "total_loss": 0.8922493802383542} {"data_time": 0.012776523130014539, "eta_seconds": 80599.77304283995, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3494186046511628, "fast_rcnn/fg_cls_accuracy": 0.620409580006942, "iteration": 20459, "loss_box_reg": 0.2563954684883356, "loss_cls": 0.23393325693905354, "loss_mask": 0.25667972676455975, "loss_rpn_cls": 0.03739556728396565, "loss_rpn_loc": 0.07321857730858028, "lr": 0.0001, "mask_rcnn/accuracy": 0.883568339445153, "mask_rcnn/false_negative": 0.09121943916014938, "mask_rcnn/false_positive": 0.1473218986799303, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1607876380439848, "total_loss": 0.874238179763779} {"data_time": 0.01227126200683415, "eta_seconds": 80580.2970584482, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3902832604288915, "fast_rcnn/fg_cls_accuracy": 0.5815046327082503, "iteration": 20479, "loss_box_reg": 0.2627560067921877, "loss_cls": 0.23251161724328995, "loss_mask": 0.25925504602491856, "loss_rpn_cls": 0.041916764341294765, "loss_rpn_loc": 0.07865667901933193, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932422391273322, "mask_rcnn/false_negative": 0.10033986250139856, "mask_rcnn/false_positive": 0.11999700713853928, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.167121616890654, "total_loss": 0.8740044368896633} {"data_time": 0.012523384066298604, "eta_seconds": 80562.9303182941, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3662787997027127, "fast_rcnn/fg_cls_accuracy": 0.6052528034625222, "iteration": 20499, "loss_box_reg": 0.2551009338349104, "loss_cls": 0.21136383339762688, "loss_mask": 0.26754576712846756, "loss_rpn_cls": 0.03846959408838302, "loss_rpn_loc": 0.07828695606440306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867967983947356, "mask_rcnn/false_negative": 0.09553434983076704, "mask_rcnn/false_positive": 0.12468226717974312, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.1575826082844287, "total_loss": 0.8529740776866674} {"data_time": 0.012021319009363651, "eta_seconds": 80545.72386237793, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4119707690523141, "fast_rcnn/fg_cls_accuracy": 0.552975292889456, "iteration": 20519, "loss_box_reg": 0.26854030787944794, "loss_cls": 0.24401400052011013, "loss_mask": 0.2715491782873869, "loss_rpn_cls": 0.044704291969537735, "loss_rpn_loc": 0.0788346091285348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8765282058094414, "mask_rcnn/false_negative": 0.10077975716443702, "mask_rcnn/false_positive": 0.14669275772775042, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1560397930443287, "total_loss": 0.9154932911042124} {"data_time": 0.012927910080179572, "eta_seconds": 80522.53856477793, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.38480118914901523, "fast_rcnn/fg_cls_accuracy": 0.5264870998566651, "iteration": 20539, "loss_box_reg": 0.26562583819031715, "loss_cls": 0.24854120798408985, "loss_mask": 0.26043821312487125, "loss_rpn_cls": 0.04151265462860465, "loss_rpn_loc": 0.09222479723393917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771700597744834, "mask_rcnn/false_negative": 0.10206741591167803, "mask_rcnn/false_positive": 0.13515616587394952, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1586856939829886, "total_loss": 0.8999985370319337} {"data_time": 0.012202532030642033, "eta_seconds": 80499.35326717794, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3684684853833011, "fast_rcnn/fg_cls_accuracy": 0.5935964637187701, "iteration": 20559, "loss_box_reg": 0.25481657683849335, "loss_cls": 0.2337113320827484, "loss_mask": 0.26755791157484055, "loss_rpn_cls": 0.04187711514532566, "loss_rpn_loc": 0.07985412143170834, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836616241198947, "mask_rcnn/false_negative": 0.10985317752617083, "mask_rcnn/false_positive": 0.13403683352222098, "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": 1.1643933223094791, "total_loss": 0.8773152395151556} {"data_time": 0.012736259028315544, "eta_seconds": 80460.68801601883, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.38021618903971843, "fast_rcnn/fg_cls_accuracy": 0.5756577372880003, "iteration": 20579, "loss_box_reg": 0.24958172254264355, "loss_cls": 0.23979915026575327, "loss_mask": 0.26776884868741035, "loss_rpn_cls": 0.0404894306557253, "loss_rpn_loc": 0.08413047483190894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864068805290299, "mask_rcnn/false_negative": 0.09812042712528862, "mask_rcnn/false_positive": 0.13273992070600815, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1334183325525373, "total_loss": 0.863053587032482} {"data_time": 0.012874017702415586, "eta_seconds": 80429.06697518192, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.4071959971031668, "fast_rcnn/fg_cls_accuracy": 0.580786393870506, "iteration": 20599, "loss_box_reg": 0.2506218757480383, "loss_cls": 0.21874217502772808, "loss_mask": 0.2724540624767542, "loss_rpn_cls": 0.045622966601513326, "loss_rpn_loc": 0.09115017764270306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780008691846743, "mask_rcnn/false_negative": 0.10033106373719855, "mask_rcnn/false_positive": 0.12866734939566576, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1594000859186053, "total_loss": 0.8673843053402379} {"data_time": 0.012099282117560506, "eta_seconds": 80418.0237329565, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3548951048951049, "fast_rcnn/fg_cls_accuracy": 0.59121014667632, "iteration": 20619, "loss_box_reg": 0.25078148394823074, "loss_cls": 0.22106504440307617, "loss_mask": 0.2672077249735594, "loss_rpn_cls": 0.039246580796316266, "loss_rpn_loc": 0.07553422683849931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880904511469438, "mask_rcnn/false_negative": 0.08455734492947681, "mask_rcnn/false_positive": 0.1164367839899766, "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": 1.161435334943235, "total_loss": 0.8719024274032563} {"data_time": 0.012728187954053283, "eta_seconds": 80394.84182931483, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.39573225516621746, "fast_rcnn/fg_cls_accuracy": 0.5847222222222221, "iteration": 20639, "loss_box_reg": 0.24779833480715752, "loss_cls": 0.22563850041478872, "loss_mask": 0.25250907614827156, "loss_rpn_cls": 0.040516053792089224, "loss_rpn_loc": 0.08986516622826457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8756531954887218, "mask_rcnn/false_negative": 0.0984267794523478, "mask_rcnn/false_positive": 0.14200163193064597, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.1666177213191986, "total_loss": 0.8653776035644114} {"data_time": 0.012840133626013994, "eta_seconds": 80367.96466480475, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.3890008526470816, "fast_rcnn/fg_cls_accuracy": 0.571709854184081, "iteration": 20659, "loss_box_reg": 0.2626625392585993, "loss_cls": 0.21688845939934254, "loss_mask": 0.26220489107072353, "loss_rpn_cls": 0.03620867012068629, "loss_rpn_loc": 0.08539012738037854, "lr": 0.0001, "mask_rcnn/accuracy": 0.875294046073978, "mask_rcnn/false_negative": 0.09457215155430759, "mask_rcnn/false_positive": 0.14760210074922203, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1674909805878997, "total_loss": 0.882741323322989} {"data_time": 0.01212088530883193, "eta_seconds": 80336.35335330851, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3308309068076122, "fast_rcnn/fg_cls_accuracy": 0.6345898615922919, "iteration": 20679, "loss_box_reg": 0.26816739700734615, "loss_cls": 0.22463310416787863, "loss_mask": 0.25594325736165047, "loss_rpn_cls": 0.038348571746610105, "loss_rpn_loc": 0.0756840375252068, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921518764999368, "mask_rcnn/false_negative": 0.09629485427330454, "mask_rcnn/false_positive": 0.12567621805921506, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.156195773743093, "total_loss": 0.874544630991295} {"data_time": 0.011466657277196646, "eta_seconds": 80305.11260996573, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3783924095954171, "fast_rcnn/fg_cls_accuracy": 0.6018807523009204, "iteration": 20699, "loss_box_reg": 0.250005004927516, "loss_cls": 0.20850819069892168, "loss_mask": 0.2514543626457453, "loss_rpn_cls": 0.040316914208233356, "loss_rpn_loc": 0.07519636186771095, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778198213141759, "mask_rcnn/false_negative": 0.11166653913905174, "mask_rcnn/false_positive": 0.1215575104587786, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1555464218836278, "total_loss": 0.8198601850308478} {"data_time": 0.011815218953415751, "eta_seconds": 80281.93653129041, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3573040808956302, "fast_rcnn/fg_cls_accuracy": 0.6142198015680289, "iteration": 20719, "loss_box_reg": 0.24562695249915123, "loss_cls": 0.20789281465113163, "loss_mask": 0.2616022825241089, "loss_rpn_cls": 0.03428246363182552, "loss_rpn_loc": 0.0730115887708962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847875238765457, "mask_rcnn/false_negative": 0.09652360916238596, "mask_rcnn/false_positive": 0.14171764611906268, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1599628175608814, "total_loss": 0.8224342392059043} {"data_time": 0.01264795009046793, "eta_seconds": 80239.73132025916, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.38544920654754466, "fast_rcnn/fg_cls_accuracy": 0.5824690290982426, "iteration": 20739, "loss_box_reg": 0.22499685361981392, "loss_cls": 0.19753467477858067, "loss_mask": 0.2561900857836008, "loss_rpn_cls": 0.0345838611247018, "loss_rpn_loc": 0.08902861922979355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854656861837623, "mask_rcnn/false_negative": 0.09382861964806576, "mask_rcnn/false_positive": 0.12214485545609635, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1493564075790346, "total_loss": 0.8005445504095405} {"data_time": 0.01259616669267416, "eta_seconds": 80211.28346378915, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.4335067268115012, "fast_rcnn/fg_cls_accuracy": 0.5434305467914071, "iteration": 20759, "loss_box_reg": 0.23779869638383389, "loss_cls": 0.21773417945951223, "loss_mask": 0.2732201050966978, "loss_rpn_cls": 0.03328757791314274, "loss_rpn_loc": 0.08199329883791506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884665923117092, "mask_rcnn/false_negative": 0.08564700579848321, "mask_rcnn/false_positive": 0.1338541678539199, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1277367065194994, "total_loss": 0.8316668301122263} {"data_time": 0.012806868180632591, "eta_seconds": 80194.63887829334, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3540864206176903, "fast_rcnn/fg_cls_accuracy": 0.5917384020832297, "iteration": 20779, "loss_box_reg": 0.2509411135688424, "loss_cls": 0.20935455430299044, "loss_mask": 0.2679042275995016, "loss_rpn_cls": 0.03561010933481157, "loss_rpn_loc": 0.08336071576923132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813571228086376, "mask_rcnn/false_negative": 0.09636421211435646, "mask_rcnn/false_positive": 0.14181736409365275, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1506448413711041, "total_loss": 0.8349221455864608} {"data_time": 0.012180552119389176, "eta_seconds": 80169.22406442463, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.38354549740688354, "fast_rcnn/fg_cls_accuracy": 0.5757535223827359, "iteration": 20799, "loss_box_reg": 0.26344674453139305, "loss_cls": 0.2161757294088602, "loss_mask": 0.2712493725121021, "loss_rpn_cls": 0.036148078041151166, "loss_rpn_loc": 0.07397584430873394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810131274463184, "mask_rcnn/false_negative": 0.10180332521785802, "mask_rcnn/false_positive": 0.12111943337402749, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1549676947761327, "total_loss": 0.868607810116373} {"data_time": 0.012822704389691353, "eta_seconds": 80107.55930727348, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.37134251290877796, "fast_rcnn/fg_cls_accuracy": 0.5873375856366643, "iteration": 20819, "loss_box_reg": 0.2635642755776644, "loss_cls": 0.23611309379339218, "loss_mask": 0.2638294864445925, "loss_rpn_cls": 0.03487847791984677, "loss_rpn_loc": 0.073592450004071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822132311123613, "mask_rcnn/false_negative": 0.09018790079405672, "mask_rcnn/false_positive": 0.12884613278674567, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1407751159276813, "total_loss": 0.8764404994435608} {"data_time": 0.012773827649652958, "eta_seconds": 80119.34837926179, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.3861272826790068, "fast_rcnn/fg_cls_accuracy": 0.5737623712330291, "iteration": 20839, "loss_box_reg": 0.2580981384962797, "loss_cls": 0.2233288185670972, "loss_mask": 0.265829436480999, "loss_rpn_cls": 0.03889008879195899, "loss_rpn_loc": 0.06842393125407398, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794319171914176, "mask_rcnn/false_negative": 0.09447409714536409, "mask_rcnn/false_positive": 0.14384117654771397, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1630556271411479, "total_loss": 0.8758889799937606} {"data_time": 0.01322429464198649, "eta_seconds": 80101.95510033518, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3496307613954673, "fast_rcnn/fg_cls_accuracy": 0.6071460285041956, "iteration": 20859, "loss_box_reg": 0.2611157298088074, "loss_cls": 0.23472673632204533, "loss_mask": 0.26380559243261814, "loss_rpn_cls": 0.03890683734789491, "loss_rpn_loc": 0.07526155095547438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908753783321977, "mask_rcnn/false_negative": 0.10213047825178008, "mask_rcnn/false_positive": 0.13451134754915944, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.169008095515892, "total_loss": 0.8836499110329896} {"data_time": 0.012323495466262102, "eta_seconds": 80073.00983190536, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3608830572252358, "fast_rcnn/fg_cls_accuracy": 0.6233928399906692, "iteration": 20879, "loss_box_reg": 0.2628233917057514, "loss_cls": 0.2220301516354084, "loss_mask": 0.2539044879376888, "loss_rpn_cls": 0.03853740356862545, "loss_rpn_loc": 0.07577286753803492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784808030290808, "mask_rcnn/false_negative": 0.09477676042970876, "mask_rcnn/false_positive": 0.1308389032635662, "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": 1.1540012385230511, "total_loss": 0.8530490895500407} {"data_time": 0.013415294932201505, "eta_seconds": 80014.92263851687, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3854439865118022, "fast_rcnn/fg_cls_accuracy": 0.5852634626519977, "iteration": 20899, "loss_box_reg": 0.25562382861971855, "loss_cls": 0.22457797080278397, "loss_mask": 0.2687183953821659, "loss_rpn_cls": 0.04357270454056561, "loss_rpn_loc": 0.07628614432178438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809296445851067, "mask_rcnn/false_negative": 0.10050556213662958, "mask_rcnn/false_positive": 0.15082657525460855, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.154511934844777, "total_loss": 0.8725852959323674} {"data_time": 0.01358188851736486, "eta_seconds": 80020.2172815986, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.34763005780346823, "fast_rcnn/fg_cls_accuracy": 0.6136781609195403, "iteration": 20919, "loss_box_reg": 0.24171514436602592, "loss_cls": 0.2042686389759183, "loss_mask": 0.25116882286965847, "loss_rpn_cls": 0.040933575481176376, "loss_rpn_loc": 0.07684606174007058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858246032917947, "mask_rcnn/false_negative": 0.09512953875188648, "mask_rcnn/false_positive": 0.11236721756151066, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1671700973529369, "total_loss": 0.8057922217994928} {"data_time": 0.01374021708033979, "eta_seconds": 80026.25297605991, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.41992958824429816, "fast_rcnn/fg_cls_accuracy": 0.5533722782793414, "iteration": 20939, "loss_box_reg": 0.2548760734498501, "loss_cls": 0.2240622891113162, "loss_mask": 0.2748402766883373, "loss_rpn_cls": 0.03862856444902718, "loss_rpn_loc": 0.0745483149366919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883339325632693, "mask_rcnn/false_negative": 0.10276433197128176, "mask_rcnn/false_positive": 0.13375814082729742, "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": 1.1651460391003639, "total_loss": 0.8577255455311388} {"data_time": 0.012033732607960701, "eta_seconds": 79988.62435162067, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.371522644101209, "fast_rcnn/fg_cls_accuracy": 0.601122045433643, "iteration": 20959, "loss_box_reg": 0.27840126119554043, "loss_cls": 0.23702233005315065, "loss_mask": 0.272206574678421, "loss_rpn_cls": 0.03941659163683653, "loss_rpn_loc": 0.08699999714735895, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829688411746663, "mask_rcnn/false_negative": 0.10125737092563278, "mask_rcnn/false_positive": 0.12489296802970329, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1621195580810308, "total_loss": 0.9393712484743446} {"data_time": 0.012622317997738719, "eta_seconds": 79914.47985277511, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.4237705320533281, "fast_rcnn/fg_cls_accuracy": 0.5697189206929696, "iteration": 20979, "loss_box_reg": 0.2547791376709938, "loss_cls": 0.21170539036393166, "loss_mask": 0.26414044573903084, "loss_rpn_cls": 0.03555963165126741, "loss_rpn_loc": 0.06706200260668993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771700844220737, "mask_rcnn/false_negative": 0.10053066971241205, "mask_rcnn/false_positive": 0.15105953327769833, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.120690424228087, "total_loss": 0.8489977086428553} {"data_time": 0.013357802527025342, "eta_seconds": 79899.12680257112, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.37620215533259016, "fast_rcnn/fg_cls_accuracy": 0.5869867242976228, "iteration": 20999, "loss_box_reg": 0.2470457125455141, "loss_cls": 0.2253978867083788, "loss_mask": 0.2514190003275871, "loss_rpn_cls": 0.03164335002657026, "loss_rpn_loc": 0.08005089312791824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964597859533285, "mask_rcnn/false_negative": 0.09143979306525883, "mask_rcnn/false_positive": 0.11074980986641497, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.1565337295178324, "total_loss": 0.8641258454881608} {"data_time": 0.01252808072604239, "eta_seconds": 79868.16604237072, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3933796396787497, "fast_rcnn/fg_cls_accuracy": 0.6022085956153679, "iteration": 21019, "loss_box_reg": 0.2352374978363514, "loss_cls": 0.20709083043038845, "loss_mask": 0.25756537541747093, "loss_rpn_cls": 0.0352710533188656, "loss_rpn_loc": 0.06373358657583594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861918588189993, "mask_rcnn/false_negative": 0.10573395308748643, "mask_rcnn/false_positive": 0.13397484700448153, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.1449789833277464, "total_loss": 0.8022949257865548} {"data_time": 0.012798049952834845, "eta_seconds": 79866.70896727592, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3833303368093012, "fast_rcnn/fg_cls_accuracy": 0.5326412369681601, "iteration": 21039, "loss_box_reg": 0.25505468156188726, "loss_cls": 0.21621293388307095, "loss_mask": 0.2592454068362713, "loss_rpn_cls": 0.034377509145997465, "loss_rpn_loc": 0.07728565437719226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931692587347971, "mask_rcnn/false_negative": 0.09050148360670776, "mask_rcnn/false_positive": 0.13435748638710215, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1660322123207152, "total_loss": 0.8678822327638045} {"data_time": 0.011964703910052776, "eta_seconds": 79864.48636880144, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35634282178217824, "fast_rcnn/fg_cls_accuracy": 0.5920610874549623, "iteration": 21059, "loss_box_reg": 0.24953598156571388, "loss_cls": 0.20893773948773742, "loss_mask": 0.2573642320930958, "loss_rpn_cls": 0.04272165661677718, "loss_rpn_loc": 0.08457970060408115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923623940382377, "mask_rcnn/false_negative": 0.10222934324160216, "mask_rcnn/false_positive": 0.12175750852396798, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.169018201297149, "total_loss": 0.8629190872889012} {"data_time": 0.012222729157656431, "eta_seconds": 79845.83139752038, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3782045117987576, "fast_rcnn/fg_cls_accuracy": 0.592280163599182, "iteration": 21079, "loss_box_reg": 0.2666269224137068, "loss_cls": 0.2153891585767269, "loss_mask": 0.2632547430694103, "loss_rpn_cls": 0.03887102531734854, "loss_rpn_loc": 0.07952225301414728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919157492746201, "mask_rcnn/false_negative": 0.09102137944030422, "mask_rcnn/false_positive": 0.13070934373986012, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.1620964433532208, "total_loss": 0.8658925038762391} {"data_time": 0.013473630649968982, "eta_seconds": 79844.32629905641, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.37496544336166976, "fast_rcnn/fg_cls_accuracy": 0.5908707706739018, "iteration": 21099, "loss_box_reg": 0.28342542611062527, "loss_cls": 0.22614767076447606, "loss_mask": 0.2700010798871517, "loss_rpn_cls": 0.043327200692147017, "loss_rpn_loc": 0.08008853159844875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873940512375162, "mask_rcnn/false_negative": 0.09666109616378926, "mask_rcnn/false_positive": 0.13810153367772787, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 1.177975316066295, "total_loss": 0.923469576286152} {"data_time": 0.013158138608559966, "eta_seconds": 79817.67021417618, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.33782180353804114, "fast_rcnn/fg_cls_accuracy": 0.6081148912437256, "iteration": 21119, "loss_box_reg": 0.25090539641678333, "loss_cls": 0.2150943074375391, "loss_mask": 0.25554365292191505, "loss_rpn_cls": 0.03944894718006253, "loss_rpn_loc": 0.06730789877474308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899495046732244, "mask_rcnn/false_negative": 0.09059067386500502, "mask_rcnn/false_positive": 0.11587003372345173, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1557651592884213, "total_loss": 0.8390317554585636} {"data_time": 0.013040144462138414, "eta_seconds": 79803.4618999064, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.38639226270805216, "fast_rcnn/fg_cls_accuracy": 0.5755853047252277, "iteration": 21139, "loss_box_reg": 0.2553342767059803, "loss_cls": 0.21709135919809341, "loss_mask": 0.27450503408908844, "loss_rpn_cls": 0.03669362375512719, "loss_rpn_loc": 0.07099330704659224, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017108347098237, "mask_rcnn/false_negative": 0.0870301261288242, "mask_rcnn/false_positive": 0.1155347712199079, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.156878967070952, "total_loss": 0.8363991304067895} {"data_time": 0.01279217447154224, "eta_seconds": 79780.2834329009, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4239671209171534, "fast_rcnn/fg_cls_accuracy": 0.5482501286670098, "iteration": 21159, "loss_box_reg": 0.2720166426151991, "loss_cls": 0.24254183191806078, "loss_mask": 0.2631062027066946, "loss_rpn_cls": 0.035158267826773226, "loss_rpn_loc": 0.06133662723004818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812624867908327, "mask_rcnn/false_negative": 0.10576527689737411, "mask_rcnn/false_positive": 0.13798920224749556, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1609998336061835, "total_loss": 0.8947543340036646} {"data_time": 0.013041645055636764, "eta_seconds": 79768.93043098971, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.39731767294376497, "fast_rcnn/fg_cls_accuracy": 0.5307398821597604, "iteration": 21179, "loss_box_reg": 0.25072631798684597, "loss_cls": 0.22149146161973476, "loss_mask": 0.2604981455951929, "loss_rpn_cls": 0.03878334863111377, "loss_rpn_loc": 0.0710495924577117, "lr": 0.0001, "mask_rcnn/accuracy": 0.884894095665365, "mask_rcnn/false_negative": 0.10539584389807582, "mask_rcnn/false_positive": 0.13439295767379184, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.172276882454753, "total_loss": 0.833576247736346} {"data_time": 0.014785000123083591, "eta_seconds": 79757.42374397814, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.3772407170294494, "fast_rcnn/fg_cls_accuracy": 0.5942971316333097, "iteration": 21199, "loss_box_reg": 0.2725660875439644, "loss_cls": 0.24323026463389397, "loss_mask": 0.2698000278323889, "loss_rpn_cls": 0.04370312171522528, "loss_rpn_loc": 0.09488933626562357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766298074057127, "mask_rcnn/false_negative": 0.10257889269623749, "mask_rcnn/false_positive": 0.12963157432284428, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1603688488248736, "total_loss": 0.9370195898227394} {"data_time": 0.012440081220120192, "eta_seconds": 79725.59753076639, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33581268707850986, "fast_rcnn/fg_cls_accuracy": 0.5932629462041227, "iteration": 21219, "loss_box_reg": 0.23795086983591318, "loss_cls": 0.21203213930130005, "loss_mask": 0.24867857433855534, "loss_rpn_cls": 0.03225687728263438, "loss_rpn_loc": 0.07492322125472128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905757325317648, "mask_rcnn/false_negative": 0.09707957528997832, "mask_rcnn/false_positive": 0.11542985036151028, "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": 1.1519082547165453, "total_loss": 0.8273397969314829} {"data_time": 0.01384792011231184, "eta_seconds": 79712.16615672223, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3383372594337526, "fast_rcnn/fg_cls_accuracy": 0.6185796269727404, "iteration": 21239, "loss_box_reg": 0.2615597974509001, "loss_cls": 0.2193491030484438, "loss_mask": 0.26414149440824986, "loss_rpn_cls": 0.03615481441374868, "loss_rpn_loc": 0.09181307628750801, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907215781435077, "mask_rcnn/false_negative": 0.09106020946863065, "mask_rcnn/false_positive": 0.12761706347588894, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1702210430521518, "total_loss": 0.8604817241430283} {"data_time": 0.01329513848759234, "eta_seconds": 79701.69524353463, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.37346567004496367, "fast_rcnn/fg_cls_accuracy": 0.5878459040018928, "iteration": 21259, "loss_box_reg": 0.2463863641023636, "loss_cls": 0.2131778597831726, "loss_mask": 0.2600587084889412, "loss_rpn_cls": 0.03604055242612958, "loss_rpn_loc": 0.06893476168625057, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929296046375539, "mask_rcnn/false_negative": 0.1030083580801747, "mask_rcnn/false_positive": 0.10905729340317195, "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": 1.1690407742280513, "total_loss": 0.8358006686903536} {"data_time": 0.012786512495949864, "eta_seconds": 79678.50592283532, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.37347411444141687, "fast_rcnn/fg_cls_accuracy": 0.6056914893617021, "iteration": 21279, "loss_box_reg": 0.2639526668936014, "loss_cls": 0.22257382236421108, "loss_mask": 0.2715232688933611, "loss_rpn_cls": 0.03730624419404194, "loss_rpn_loc": 0.07554297428578138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860840950605484, "mask_rcnn/false_negative": 0.10053271452545272, "mask_rcnn/false_positive": 0.12987109376715988, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1601579319685698, "total_loss": 0.878553549060598} {"data_time": 0.01365741272456944, "eta_seconds": 79653.20075398777, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32548086383313657, "fast_rcnn/fg_cls_accuracy": 0.6293719508005222, "iteration": 21299, "loss_box_reg": 0.23185433633625507, "loss_cls": 0.2301680725067854, "loss_mask": 0.2627979088574648, "loss_rpn_cls": 0.038641368329990655, "loss_rpn_loc": 0.07378493715077639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896502963641182, "mask_rcnn/false_negative": 0.11881715170534043, "mask_rcnn/false_positive": 0.10504256802700172, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1665146006271243, "total_loss": 0.8447784921736456} {"data_time": 0.01196102355606854, "eta_seconds": 79632.1272814367, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33100050389115954, "fast_rcnn/fg_cls_accuracy": 0.6336446151160762, "iteration": 21319, "loss_box_reg": 0.24088789336383343, "loss_cls": 0.22083175741136074, "loss_mask": 0.26469959504902363, "loss_rpn_cls": 0.035633983090519905, "loss_rpn_loc": 0.07988409884274006, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033908213728836, "mask_rcnn/false_negative": 0.08202815843180893, "mask_rcnn/false_positive": 0.11528299734692218, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.159268914256245, "total_loss": 0.8471248486312106} {"data_time": 0.011610307497903705, "eta_seconds": 79602.70323357079, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3621721122871606, "fast_rcnn/fg_cls_accuracy": 0.5966130476755411, "iteration": 21339, "loss_box_reg": 0.27211652137339115, "loss_cls": 0.22896353527903557, "loss_mask": 0.26472290605306625, "loss_rpn_cls": 0.03745269076898694, "loss_rpn_loc": 0.08221472147852182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878065524078524, "mask_rcnn/false_negative": 0.09341050537401513, "mask_rcnn/false_positive": 0.13232087269625403, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1496770405210555, "total_loss": 0.9053161020856351} {"data_time": 0.011645755497738719, "eta_seconds": 79573.05242870003, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.357620320855615, "fast_rcnn/fg_cls_accuracy": 0.6330934672719662, "iteration": 21359, "loss_box_reg": 0.2629758585244417, "loss_cls": 0.22094772942364216, "loss_mask": 0.28089201264083385, "loss_rpn_cls": 0.03827934747096151, "loss_rpn_loc": 0.07019290013704449, "lr": 0.0001, "mask_rcnn/accuracy": 0.889974980376766, "mask_rcnn/false_negative": 0.09622199561170107, "mask_rcnn/false_positive": 0.11529132369183387, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1628601751290262, "total_loss": 0.8615984244970605} {"data_time": 0.011848412454128265, "eta_seconds": 79573.0999428546, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.29868131868131864, "fast_rcnn/fg_cls_accuracy": 0.6444914843421776, "iteration": 21379, "loss_box_reg": 0.25054979510605335, "loss_cls": 0.23429504223167896, "loss_mask": 0.26470284909009933, "loss_rpn_cls": 0.044691390823572874, "loss_rpn_loc": 0.07516068581026047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866404807072741, "mask_rcnn/false_negative": 0.08677225583690448, "mask_rcnn/false_positive": 0.1263604248979395, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1672322792001069, "total_loss": 0.8492183870403096} {"data_time": 0.012025578180328012, "eta_seconds": 79541.62119785324, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.41274217585692996, "fast_rcnn/fg_cls_accuracy": 0.568733153638814, "iteration": 21399, "loss_box_reg": 0.25087509490549564, "loss_cls": 0.2202351028099656, "loss_mask": 0.2690100818872452, "loss_rpn_cls": 0.042694011237472296, "loss_rpn_loc": 0.0936121951090172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852496767937945, "mask_rcnn/false_negative": 0.09865531073024736, "mask_rcnn/false_positive": 0.12494583356773235, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.155609552981332, "total_loss": 0.8797758989967406} {"data_time": 0.013013136805966496, "eta_seconds": 79533.49329186603, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3776698867560304, "fast_rcnn/fg_cls_accuracy": 0.5895390070921986, "iteration": 21419, "loss_box_reg": 0.2614396810531616, "loss_cls": 0.22965709306299686, "loss_mask": 0.2669169679284096, "loss_rpn_cls": 0.03618105221539736, "loss_rpn_loc": 0.07994571980088949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8711111315726898, "mask_rcnn/false_negative": 0.11027036464980286, "mask_rcnn/false_positive": 0.1400543260211308, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1580653029959649, "total_loss": 0.8821622289251536} {"data_time": 0.012380089610815048, "eta_seconds": 79533.68993667886, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.38012939873193957, "fast_rcnn/fg_cls_accuracy": 0.600851618843026, "iteration": 21439, "loss_box_reg": 0.2713105659931898, "loss_cls": 0.2269136169925332, "loss_mask": 0.26780897192656994, "loss_rpn_cls": 0.03827154391910881, "loss_rpn_loc": 0.07310908194631338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839702079497997, "mask_rcnn/false_negative": 0.09827293487761464, "mask_rcnn/false_positive": 0.14020714215580643, "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": 1.1660442592110485, "total_loss": 0.8796315400395542} {"data_time": 0.012956924270838499, "eta_seconds": 79494.2360384157, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.39003417634996584, "fast_rcnn/fg_cls_accuracy": 0.5492176952525383, "iteration": 21459, "loss_box_reg": 0.254120334982872, "loss_cls": 0.2099460856989026, "loss_mask": 0.26043462194502354, "loss_rpn_cls": 0.033525361912325025, "loss_rpn_loc": 0.07051854068413377, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856278745036672, "mask_rcnn/false_negative": 0.09766540375872709, "mask_rcnn/false_positive": 0.12512058098869744, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1582144810818136, "total_loss": 0.83225376624614} {"data_time": 0.01209261710755527, "eta_seconds": 79471.03958786465, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3385498174230569, "fast_rcnn/fg_cls_accuracy": 0.640339966832504, "iteration": 21479, "loss_box_reg": 0.2724663596600294, "loss_cls": 0.211613523773849, "loss_mask": 0.25358722545206547, "loss_rpn_cls": 0.04041023680474609, "loss_rpn_loc": 0.07066962053067982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952673076300435, "mask_rcnn/false_negative": 0.08819248195417198, "mask_rcnn/false_positive": 0.1227811808231295, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1630456182174385, "total_loss": 0.8500834701117128} {"data_time": 0.01353276614099741, "eta_seconds": 79444.58975328598, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.39935287400076136, "fast_rcnn/fg_cls_accuracy": 0.5648336326684942, "iteration": 21499, "loss_box_reg": 0.2523496765643358, "loss_cls": 0.2122294083237648, "loss_mask": 0.26769185438752174, "loss_rpn_cls": 0.041148222517222166, "loss_rpn_loc": 0.07444582972675562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833774951048212, "mask_rcnn/false_negative": 0.10307405002183354, "mask_rcnn/false_positive": 0.14021224404336632, "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": 1.1543753833975643, "total_loss": 0.8636762560345232} {"data_time": 0.0127941002137959, "eta_seconds": 79433.0045311153, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.42354017897496155, "fast_rcnn/fg_cls_accuracy": 0.5457794417971409, "iteration": 21519, "loss_box_reg": 0.2607391122728586, "loss_cls": 0.22286381013691425, "loss_mask": 0.2687972206622362, "loss_rpn_cls": 0.03923696163110435, "loss_rpn_loc": 0.08755414839833975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824574060393389, "mask_rcnn/false_negative": 0.11125334720819102, "mask_rcnn/false_positive": 0.126751413461853, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1618169718421996, "total_loss": 0.8322355955606326} {"data_time": 0.012155485805124044, "eta_seconds": 79429.53357090242, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3447463007048499, "fast_rcnn/fg_cls_accuracy": 0.6200471698113208, "iteration": 21539, "loss_box_reg": 0.26363745145499706, "loss_cls": 0.21395942568778992, "loss_mask": 0.2630964480340481, "loss_rpn_cls": 0.0395122526679188, "loss_rpn_loc": 0.08549965871497989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910735303802266, "mask_rcnn/false_negative": 0.09656276031490321, "mask_rcnn/false_positive": 0.13110214530810543, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1665989919565618, "total_loss": 0.8812358092982322} {"data_time": 0.012425446417182684, "eta_seconds": 79386.60674809478, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3168784932241023, "fast_rcnn/fg_cls_accuracy": 0.6247104247104247, "iteration": 21559, "loss_box_reg": 0.2722019786015153, "loss_cls": 0.21508391294628382, "loss_mask": 0.25484035909175873, "loss_rpn_cls": 0.03891500929603353, "loss_rpn_loc": 0.08011105749756098, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954361299221316, "mask_rcnn/false_negative": 0.0828567698150046, "mask_rcnn/false_positive": 0.11858270140835667, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.151592208771035, "total_loss": 0.865321367920842} {"data_time": 0.012438883539289236, "eta_seconds": 79383.12426119111, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.40076300790586505, "fast_rcnn/fg_cls_accuracy": 0.5502810821663404, "iteration": 21579, "loss_box_reg": 0.24709115736186504, "loss_cls": 0.2317056180909276, "loss_mask": 0.2605464495718479, "loss_rpn_cls": 0.041023454163223505, "loss_rpn_loc": 0.09335778700187802, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861508462801566, "mask_rcnn/false_negative": 0.08798589715571353, "mask_rcnn/false_positive": 0.13730535601998556, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1663320111110806, "total_loss": 0.8360940748825669} {"data_time": 0.01394820841960609, "eta_seconds": 79367.46995681897, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.36211231255284115, "fast_rcnn/fg_cls_accuracy": 0.5947658402203857, "iteration": 21599, "loss_box_reg": 0.2554444670677185, "loss_cls": 0.21380392089486122, "loss_mask": 0.26335982605814934, "loss_rpn_cls": 0.036350329872220755, "loss_rpn_loc": 0.07684327801689506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838641273261552, "mask_rcnn/false_negative": 0.09548285217877342, "mask_rcnn/false_positive": 0.14040978249532238, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.1698164185509086, "total_loss": 0.8649867155472748} {"data_time": 0.012992486823350191, "eta_seconds": 79352.75644847658, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.29524339016555473, "fast_rcnn/fg_cls_accuracy": 0.6248986062974707, "iteration": 21619, "loss_box_reg": 0.2658630385994911, "loss_cls": 0.22129847574979067, "loss_mask": 0.26840177550911903, "loss_rpn_cls": 0.0407331814058125, "loss_rpn_loc": 0.07554407464340329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854878747326054, "mask_rcnn/false_negative": 0.0852209891601336, "mask_rcnn/false_positive": 0.12878691659518615, "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": 1.1650597269181162, "total_loss": 0.9010223671793938} {"data_time": 0.013984914869070053, "eta_seconds": 79313.51029662415, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.37197188319080776, "fast_rcnn/fg_cls_accuracy": 0.599854033970276, "iteration": 21639, "loss_box_reg": 0.24272200278937817, "loss_cls": 0.20923404581844807, "loss_mask": 0.2634103558957577, "loss_rpn_cls": 0.039002925041131675, "loss_rpn_loc": 0.07326786848716438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793044824610057, "mask_rcnn/false_negative": 0.0907355665692583, "mask_rcnn/false_positive": 0.14232526287543112, "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": 1.153474043821916, "total_loss": 0.8375651782844216} {"data_time": 0.012738088378682733, "eta_seconds": 79284.8682185635, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.3837669354168398, "fast_rcnn/fg_cls_accuracy": 0.5869565217391304, "iteration": 21659, "loss_box_reg": 0.2702276948839426, "loss_cls": 0.23527787066996098, "loss_mask": 0.2565148677676916, "loss_rpn_cls": 0.0416463662404567, "loss_rpn_loc": 0.08446161088068038, "lr": 0.0001, "mask_rcnn/accuracy": 0.877624017257051, "mask_rcnn/false_negative": 0.1078557008573601, "mask_rcnn/false_positive": 0.13780964850952657, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.158783961320296, "total_loss": 0.891441950108856} {"data_time": 0.013666821643710136, "eta_seconds": 79254.13618594408, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.32161155601481095, "fast_rcnn/fg_cls_accuracy": 0.6155918842078056, "iteration": 21679, "loss_box_reg": 0.27165038138628006, "loss_cls": 0.23231064341962337, "loss_mask": 0.2562813274562359, "loss_rpn_cls": 0.043979149078950286, "loss_rpn_loc": 0.07215883582830429, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968907813306614, "mask_rcnn/false_negative": 0.09670033086347224, "mask_rcnn/false_positive": 0.11637885014683685, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1145062879659235, "total_loss": 0.8975052589084953} {"data_time": 0.013382563833147287, "eta_seconds": 79237.3229914112, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.40296179622594896, "fast_rcnn/fg_cls_accuracy": 0.5420520560928094, "iteration": 21699, "loss_box_reg": 0.24286650121212006, "loss_cls": 0.2085977178066969, "loss_mask": 0.2594033945351839, "loss_rpn_cls": 0.03734561917372048, "loss_rpn_loc": 0.07681598467752337, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785317492935034, "mask_rcnn/false_negative": 0.09943597909239416, "mask_rcnn/false_positive": 0.14157363939838336, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1577194335404783, "total_loss": 0.8407268148148432} {"data_time": 0.012880047550424933, "eta_seconds": 79229.11161121912, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3302892420746817, "fast_rcnn/fg_cls_accuracy": 0.6396582055792912, "iteration": 21719, "loss_box_reg": 0.2683103010058403, "loss_cls": 0.22024091519415379, "loss_mask": 0.26430804282426834, "loss_rpn_cls": 0.03268640994792804, "loss_rpn_loc": 0.06067146547138691, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844064750402971, "mask_rcnn/false_negative": 0.10612480402959101, "mask_rcnn/false_positive": 0.12589475227087626, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1696435282938182, "total_loss": 0.852993183536455} {"data_time": 0.011990313418209553, "eta_seconds": 79245.23469171952, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3666845148854144, "fast_rcnn/fg_cls_accuracy": 0.5676100219566594, "iteration": 21739, "loss_box_reg": 0.27606792747974396, "loss_cls": 0.2545138895511627, "loss_mask": 0.27376118674874306, "loss_rpn_cls": 0.04588304436765611, "loss_rpn_loc": 0.07862936379387975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766701951835111, "mask_rcnn/false_negative": 0.10245291445136918, "mask_rcnn/false_positive": 0.14245463496119046, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1855950308963656, "total_loss": 0.9528487713541836} {"data_time": 0.012288925936445594, "eta_seconds": 79223.7971483171, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.37805947540460816, "fast_rcnn/fg_cls_accuracy": 0.5912930037388708, "iteration": 21759, "loss_box_reg": 0.23835408128798008, "loss_cls": 0.2128061931580305, "loss_mask": 0.259420782327652, "loss_rpn_cls": 0.03747641493100673, "loss_rpn_loc": 0.07307722000405192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836215383589333, "mask_rcnn/false_negative": 0.10057626980548208, "mask_rcnn/false_positive": 0.13382215025409086, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1562272915616632, "total_loss": 0.8102495031198487} {"data_time": 0.01170222437940538, "eta_seconds": 79212.50708984211, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.41989130434782607, "fast_rcnn/fg_cls_accuracy": 0.5407402150944587, "iteration": 21779, "loss_box_reg": 0.2550772065296769, "loss_cls": 0.2194591611623764, "loss_mask": 0.272655475884676, "loss_rpn_cls": 0.040000380016863346, "loss_rpn_loc": 0.07731128518935293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820304495051126, "mask_rcnn/false_negative": 0.11143761517037762, "mask_rcnn/false_positive": 0.13464819264100203, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.165738214738667, "total_loss": 0.8572473025415093} {"data_time": 0.01147791394032538, "eta_seconds": 79189.28442578763, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3399814471243043, "fast_rcnn/fg_cls_accuracy": 0.6211734693877551, "iteration": 21799, "loss_box_reg": 0.25871402211487293, "loss_cls": 0.2221193928271532, "loss_mask": 0.25796020217239857, "loss_rpn_cls": 0.03850347618572414, "loss_rpn_loc": 0.0835359743796289, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926213516888892, "mask_rcnn/false_negative": 0.10562642076646919, "mask_rcnn/false_positive": 0.11879818690809035, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1498615937307477, "total_loss": 0.8688213339773938} {"data_time": 0.012444592081010342, "eta_seconds": 79190.19107764121, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3722656052351959, "fast_rcnn/fg_cls_accuracy": 0.5895112219451372, "iteration": 21819, "loss_box_reg": 0.25503027625381947, "loss_cls": 0.23958953749388456, "loss_mask": 0.26985819824039936, "loss_rpn_cls": 0.03517890744842589, "loss_rpn_loc": 0.08199011813849211, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838201911994034, "mask_rcnn/false_negative": 0.0967602578245916, "mask_rcnn/false_positive": 0.15084729800954583, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.160828513558954, "total_loss": 0.8822782387724146} {"data_time": 0.012899492867290974, "eta_seconds": 79163.59195232391, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4225246814960469, "fast_rcnn/fg_cls_accuracy": 0.5537175602415847, "iteration": 21839, "loss_box_reg": 0.26599845848977566, "loss_cls": 0.23355466313660145, "loss_mask": 0.27591564878821373, "loss_rpn_cls": 0.04103445843793452, "loss_rpn_loc": 0.08676671516150236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8760289984805356, "mask_rcnn/false_negative": 0.10919757036813466, "mask_rcnn/false_positive": 0.126978298153619, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.1595671018585563, "total_loss": 0.9001152331475168} {"data_time": 0.012398754013702273, "eta_seconds": 79135.69439132698, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.34911059018201873, "fast_rcnn/fg_cls_accuracy": 0.5723019158563589, "iteration": 21859, "loss_box_reg": 0.26313034165650606, "loss_cls": 0.23338814452290535, "loss_mask": 0.26507334038615227, "loss_rpn_cls": 0.04116502945544198, "loss_rpn_loc": 0.07166587375104427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832374945490093, "mask_rcnn/false_negative": 0.10078113303781565, "mask_rcnn/false_positive": 0.14421614097727053, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1647506861481816, "total_loss": 0.9003864254336804} {"data_time": 0.012601531343534589, "eta_seconds": 79112.46700817719, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3406590500370253, "fast_rcnn/fg_cls_accuracy": 0.6166232073011735, "iteration": 21879, "loss_box_reg": 0.2447274075821042, "loss_cls": 0.215493299998343, "loss_mask": 0.2671035882085562, "loss_rpn_cls": 0.035441902466118336, "loss_rpn_loc": 0.07851424545515329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867658651478603, "mask_rcnn/false_negative": 0.10854772119612022, "mask_rcnn/false_positive": 0.12796329513026625, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1558818630874157, "total_loss": 0.8410337120294571} {"data_time": 0.011783106485381722, "eta_seconds": 79101.55349895358, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.40239234449760763, "fast_rcnn/fg_cls_accuracy": 0.5807715311004784, "iteration": 21899, "loss_box_reg": 0.26485435478389263, "loss_cls": 0.23555174563080072, "loss_mask": 0.2620334308594465, "loss_rpn_cls": 0.038299084873870015, "loss_rpn_loc": 0.07030644291080534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796974408118374, "mask_rcnn/false_negative": 0.10189557744020478, "mask_rcnn/false_positive": 0.12228931279088989, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1657774813938886, "total_loss": 0.8819170196074992} {"data_time": 0.011802425142377615, "eta_seconds": 79074.04236676171, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.366930729550479, "fast_rcnn/fg_cls_accuracy": 0.5911252766126103, "iteration": 21919, "loss_box_reg": 0.2604685500264168, "loss_cls": 0.22645364422351122, "loss_mask": 0.26777168177068233, "loss_rpn_cls": 0.04091197962407023, "loss_rpn_loc": 0.08887756522744894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770945169775899, "mask_rcnn/false_negative": 0.0902140559555493, "mask_rcnn/false_positive": 0.13655429782388828, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.169596314895898, "total_loss": 0.899037845665589} {"data_time": 0.012387590948492289, "eta_seconds": 79050.81262458581, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3729194159465327, "fast_rcnn/fg_cls_accuracy": 0.5902278177458034, "iteration": 21939, "loss_box_reg": 0.24285193160176277, "loss_cls": 0.22735791932791471, "loss_mask": 0.27041324973106384, "loss_rpn_cls": 0.038817361812107265, "loss_rpn_loc": 0.07023539487272501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946691221778567, "mask_rcnn/false_negative": 0.07862315134703671, "mask_rcnn/false_positive": 0.11896620141656711, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1658342299051583, "total_loss": 0.8675427711568773} {"data_time": 0.01314168656244874, "eta_seconds": 79027.58288240992, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.34091710758377425, "fast_rcnn/fg_cls_accuracy": 0.6288578294965849, "iteration": 21959, "loss_box_reg": 0.2675684466958046, "loss_cls": 0.23166685830801725, "loss_mask": 0.2649479378014803, "loss_rpn_cls": 0.039183370769023895, "loss_rpn_loc": 0.10025039315223694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896426067987377, "mask_rcnn/false_negative": 0.09404874459998927, "mask_rcnn/false_positive": 0.13229688477458482, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1637663040310144, "total_loss": 0.907477158587426} {"data_time": 0.011236777063459158, "eta_seconds": 79032.6905196812, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3654638541879992, "fast_rcnn/fg_cls_accuracy": 0.6126253453391999, "iteration": 21979, "loss_box_reg": 0.26410697773098946, "loss_cls": 0.22322818357497454, "loss_mask": 0.26496349461376667, "loss_rpn_cls": 0.04128857748582959, "loss_rpn_loc": 0.08172537386417389, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782004371224394, "mask_rcnn/false_negative": 0.10577380468702371, "mask_rcnn/false_positive": 0.14095921282596247, "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": 1.1643561201635748, "total_loss": 0.8717252763453871} {"data_time": 0.013225029921159148, "eta_seconds": 79035.75493488461, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32248580869270527, "fast_rcnn/fg_cls_accuracy": 0.6462418300653594, "iteration": 21999, "loss_box_reg": 0.24472206830978394, "loss_cls": 0.21905441209673882, "loss_mask": 0.26066084764897823, "loss_rpn_cls": 0.036125438986346126, "loss_rpn_loc": 0.06854275951627642, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953013471398412, "mask_rcnn/false_negative": 0.07975542507650872, "mask_rcnn/false_positive": 0.11736105242255931, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1704853924456984, "total_loss": 0.8386658660601825} {"data_time": 0.01143817463889718, "eta_seconds": 79023.21038186084, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.37460097043989016, "fast_rcnn/fg_cls_accuracy": 0.584618208516887, "iteration": 22019, "loss_box_reg": 0.25614566914737225, "loss_cls": 0.22086183913052082, "loss_mask": 0.2786325365304947, "loss_rpn_cls": 0.0340577713213861, "loss_rpn_loc": 0.08648354653269053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762476874602532, "mask_rcnn/false_negative": 0.09008477103524115, "mask_rcnn/false_positive": 0.13328750884312596, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.164063177537173, "total_loss": 0.902468275744468} {"data_time": 0.01238670339807868, "eta_seconds": 78982.16583118774, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.35430743243243246, "fast_rcnn/fg_cls_accuracy": 0.6178188131313131, "iteration": 22039, "loss_box_reg": 0.2553083971142769, "loss_cls": 0.21240575797855854, "loss_mask": 0.2559634018689394, "loss_rpn_cls": 0.03814594843424857, "loss_rpn_loc": 0.07639019936323166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814736580115917, "mask_rcnn/false_negative": 0.10013631240656995, "mask_rcnn/false_positive": 0.13343494028642278, "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": 1.1546329900156707, "total_loss": 0.8463985973503441} {"data_time": 0.012248746119439602, "eta_seconds": 78915.70550248027, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.37482646267176656, "fast_rcnn/fg_cls_accuracy": 0.5594964078956546, "iteration": 22059, "loss_box_reg": 0.25250097177922726, "loss_cls": 0.21940555796027184, "loss_mask": 0.26182463951408863, "loss_rpn_cls": 0.03379003657028079, "loss_rpn_loc": 0.08688505319878459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825744612004094, "mask_rcnn/false_negative": 0.09760452254143609, "mask_rcnn/false_positive": 0.13595850895102174, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 1.1519240653142333, "total_loss": 0.879118855111301} {"data_time": 0.01241726242005825, "eta_seconds": 78914.38316317275, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3667929647676463, "fast_rcnn/fg_cls_accuracy": 0.6173932221445455, "iteration": 22079, "loss_box_reg": 0.2552781514823437, "loss_cls": 0.206076274625957, "loss_mask": 0.24987260811030865, "loss_rpn_cls": 0.039375861058942974, "loss_rpn_loc": 0.0751918712630868, "lr": 0.0001, "mask_rcnn/accuracy": 0.889860893954356, "mask_rcnn/false_negative": 0.10510181713605957, "mask_rcnn/false_positive": 0.11718486274042036, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.1716304847504944, "total_loss": 0.8331132181920111} {"data_time": 0.01236120704561472, "eta_seconds": 78854.67369656544, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3305619655219221, "fast_rcnn/fg_cls_accuracy": 0.6283199855210171, "iteration": 22099, "loss_box_reg": 0.2288712216541171, "loss_cls": 0.19975593779236078, "loss_mask": 0.24786934815347195, "loss_rpn_cls": 0.02828567533288151, "loss_rpn_loc": 0.0809168666601181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968112944089959, "mask_rcnn/false_negative": 0.09387777876008345, "mask_rcnn/false_positive": 0.12839185369777206, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1595361400395632, "total_loss": 0.7757389692123979} {"data_time": 0.012110460083931684, "eta_seconds": 78855.90717569925, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.36966114209969125, "fast_rcnn/fg_cls_accuracy": 0.6078483984571524, "iteration": 22119, "loss_box_reg": 0.2470504753291607, "loss_cls": 0.21456242725253105, "loss_mask": 0.261179206892848, "loss_rpn_cls": 0.04195800540037453, "loss_rpn_loc": 0.08867442770861089, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894621832393423, "mask_rcnn/false_negative": 0.09114418214089903, "mask_rcnn/false_positive": 0.12381493412037003, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.175661567831412, "total_loss": 0.8253092418890446} {"data_time": 0.012197595555335283, "eta_seconds": 78827.11593477521, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3679976235859098, "fast_rcnn/fg_cls_accuracy": 0.6038001407459536, "iteration": 22139, "loss_box_reg": 0.2635531909763813, "loss_cls": 0.22143713850528002, "loss_mask": 0.254989268258214, "loss_rpn_cls": 0.03706482209963724, "loss_rpn_loc": 0.07447866816073656, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925818756073858, "mask_rcnn/false_negative": 0.09052258946375005, "mask_rcnn/false_positive": 0.12766495952836768, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.146297482540831, "total_loss": 0.8489556310232729} {"data_time": 0.012712744995951653, "eta_seconds": 78803.88365775347, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.34039354257604104, "fast_rcnn/fg_cls_accuracy": 0.6356573344205854, "iteration": 22159, "loss_box_reg": 0.2533293068408966, "loss_cls": 0.21635367535054684, "loss_mask": 0.2584034688770771, "loss_rpn_cls": 0.03996599151287228, "loss_rpn_loc": 0.07223625434562564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964971371077015, "mask_rcnn/false_negative": 0.10105144512067504, "mask_rcnn/false_positive": 0.10836153725110531, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1597096596378833, "total_loss": 0.8342065387405455} {"data_time": 0.012632522732019424, "eta_seconds": 78780.65138073172, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3758766968325792, "fast_rcnn/fg_cls_accuracy": 0.576480354178196, "iteration": 22179, "loss_box_reg": 0.2677507661283016, "loss_cls": 0.22355416603386402, "loss_mask": 0.25697183422744274, "loss_rpn_cls": 0.03833912021946162, "loss_rpn_loc": 0.07399384956806898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851873657966897, "mask_rcnn/false_negative": 0.09194428056492997, "mask_rcnn/false_positive": 0.1389448825231665, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1645804354920983, "total_loss": 0.8638621943537146} {"data_time": 0.0127807492390275, "eta_seconds": 78770.19564136863, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3261734028683181, "fast_rcnn/fg_cls_accuracy": 0.5950703095760039, "iteration": 22199, "loss_box_reg": 0.24215742945671082, "loss_cls": 0.2026662165299058, "loss_mask": 0.2577836699783802, "loss_rpn_cls": 0.03181679442059249, "loss_rpn_loc": 0.07793945609591901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859401176905302, "mask_rcnn/false_negative": 0.08818541169237842, "mask_rcnn/false_positive": 0.14063478892059117, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1640292562078685, "total_loss": 0.8204554275725968} {"data_time": 0.012942739063873887, "eta_seconds": 78788.8925838191, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.34604480644208035, "fast_rcnn/fg_cls_accuracy": 0.6539551935579196, "iteration": 22219, "loss_box_reg": 0.2719148863106966, "loss_cls": 0.2217701505869627, "loss_mask": 0.26472531631588936, "loss_rpn_cls": 0.035505227162502706, "loss_rpn_loc": 0.0799342324025929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878281092851761, "mask_rcnn/false_negative": 0.09885290530205194, "mask_rcnn/false_positive": 0.11170035083849841, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.166998673696071, "total_loss": 0.9014037828892469} {"data_time": 0.011944562662392855, "eta_seconds": 78769.66513203457, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.37300439569880156, "fast_rcnn/fg_cls_accuracy": 0.5993900430978938, "iteration": 22239, "loss_box_reg": 0.2525766771286726, "loss_cls": 0.2106251548975706, "loss_mask": 0.25658552534878254, "loss_rpn_cls": 0.033891311613842845, "loss_rpn_loc": 0.071803477127105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920124997398879, "mask_rcnn/false_negative": 0.09068704424741933, "mask_rcnn/false_positive": 0.12920966125758038, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1714438716880977, "total_loss": 0.8330720385711174} {"data_time": 0.013064347440376878, "eta_seconds": 78739.99639059417, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.31363412014052205, "fast_rcnn/fg_cls_accuracy": 0.6426386383245746, "iteration": 22259, "loss_box_reg": 0.2518591172993183, "loss_cls": 0.2055051438510418, "loss_mask": 0.2678694073110819, "loss_rpn_cls": 0.038535621599294245, "loss_rpn_loc": 0.07890132558532059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984120651380046, "mask_rcnn/false_negative": 0.08659777066982588, "mask_rcnn/false_positive": 0.1426282556211752, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.171545448480174, "total_loss": 0.8514542636694387} {"data_time": 0.012702897423878312, "eta_seconds": 78710.31359103508, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.36085536085536085, "fast_rcnn/fg_cls_accuracy": 0.6182582123758594, "iteration": 22279, "loss_box_reg": 0.26310373842716217, "loss_cls": 0.21706948801875114, "loss_mask": 0.263084439560771, "loss_rpn_cls": 0.03701759967952967, "loss_rpn_loc": 0.0689224423840642, "lr": 0.0001, "mask_rcnn/accuracy": 0.883423927062114, "mask_rcnn/false_negative": 0.09306636681272135, "mask_rcnn/false_positive": 0.1261067154957335, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1552302779164165, "total_loss": 0.8739571534097195} {"data_time": 0.010916728526353836, "eta_seconds": 78679.99745102134, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3309403564422555, "fast_rcnn/fg_cls_accuracy": 0.6371399923935968, "iteration": 22299, "loss_box_reg": 0.24289461597800255, "loss_cls": 0.2097204625606537, "loss_mask": 0.2625156920403242, "loss_rpn_cls": 0.032805167604237795, "loss_rpn_loc": 0.07799544068984687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863367068138731, "mask_rcnn/false_negative": 0.09578075095024885, "mask_rcnn/false_positive": 0.1350514067949637, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1605420757550746, "total_loss": 0.8536087872926146} {"data_time": 0.012086334871128201, "eta_seconds": 78643.09874821454, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.39870175234324967, "fast_rcnn/fg_cls_accuracy": 0.565964621426732, "iteration": 22319, "loss_box_reg": 0.21837166137993336, "loss_cls": 0.1919208001345396, "loss_mask": 0.24520215019583702, "loss_rpn_cls": 0.027696920093148947, "loss_rpn_loc": 0.059842749731615186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864954496087364, "mask_rcnn/false_negative": 0.09554355783431538, "mask_rcnn/false_positive": 0.12838013405371906, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1575677245855331, "total_loss": 0.7461931817233562} {"data_time": 0.012542345328256488, "eta_seconds": 78589.28408630192, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.3502581755593804, "fast_rcnn/fg_cls_accuracy": 0.6041260030362178, "iteration": 22339, "loss_box_reg": 0.24684864468872547, "loss_cls": 0.21609102003276348, "loss_mask": 0.2647864166647196, "loss_rpn_cls": 0.0338746627967339, "loss_rpn_loc": 0.08171116840094328, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754564590407965, "mask_rcnn/false_negative": 0.11008137284314304, "mask_rcnn/false_positive": 0.1306143816621003, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1483200455550104, "total_loss": 0.8436781336786225} {"data_time": 0.010952773503959179, "eta_seconds": 78568.12826132402, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38508812615955473, "fast_rcnn/fg_cls_accuracy": 0.6043599257884973, "iteration": 22359, "loss_box_reg": 0.2670523263514042, "loss_cls": 0.22314605209976435, "loss_mask": 0.2606234848499298, "loss_rpn_cls": 0.03593817929504439, "loss_rpn_loc": 0.0822615004144609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801411240226611, "mask_rcnn/false_negative": 0.09909479554704353, "mask_rcnn/false_positive": 0.12770865485785116, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1689524999819696, "total_loss": 0.8875474667875096} {"data_time": 0.011809372575953603, "eta_seconds": 78533.31372315064, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33186490455212925, "fast_rcnn/fg_cls_accuracy": 0.6573813305388634, "iteration": 22379, "loss_box_reg": 0.2534582931548357, "loss_cls": 0.2151718381792307, "loss_mask": 0.25819157250225544, "loss_rpn_cls": 0.036426822654902935, "loss_rpn_loc": 0.06570777366869152, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871192434892151, "mask_rcnn/false_negative": 0.09503929344607699, "mask_rcnn/false_positive": 0.14108493290572624, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1517022624611855, "total_loss": 0.8355618943460286} {"data_time": 0.011502648470923305, "eta_seconds": 78516.94881096482, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3509158967824148, "fast_rcnn/fg_cls_accuracy": 0.6260370835952231, "iteration": 22399, "loss_box_reg": 0.24486018531024456, "loss_cls": 0.21113700419664383, "loss_mask": 0.2584194000810385, "loss_rpn_cls": 0.03391539253061637, "loss_rpn_loc": 0.07929765828885138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949414904480728, "mask_rcnn/false_negative": 0.08642094662630173, "mask_rcnn/false_positive": 0.12997774422758882, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.167801981093362, "total_loss": 0.8310234742239118} {"data_time": 0.012802346609532833, "eta_seconds": 78526.90031625796, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.35877304925188186, "fast_rcnn/fg_cls_accuracy": 0.6294457082616656, "iteration": 22419, "loss_box_reg": 0.25394305028021336, "loss_cls": 0.2112832423299551, "loss_mask": 0.25129836052656174, "loss_rpn_cls": 0.03989861346781254, "loss_rpn_loc": 0.08356902282685041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929003568640571, "mask_rcnn/false_negative": 0.09076318543310861, "mask_rcnn/false_positive": 0.1257274602353226, "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": 1.1710437259171158, "total_loss": 0.8400259751360863} {"data_time": 0.012983075808733702, "eta_seconds": 78479.48113859631, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.33301212868742935, "fast_rcnn/fg_cls_accuracy": 0.6525019154829964, "iteration": 22439, "loss_box_reg": 0.22991060744971037, "loss_cls": 0.17915252223610878, "loss_mask": 0.24952838756144047, "loss_rpn_cls": 0.03034677729010582, "loss_rpn_loc": 0.06544617470353842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876543986294783, "mask_rcnn/false_negative": 0.09089598418030281, "mask_rcnn/false_positive": 0.12348448562015994, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1582898371852934, "total_loss": 0.7654335901606828} {"data_time": 0.012243511388078332, "eta_seconds": 78481.74580688123, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.28897274160847036, "fast_rcnn/fg_cls_accuracy": 0.6817512523807238, "iteration": 22459, "loss_box_reg": 0.2567551042884588, "loss_cls": 0.21993848029524088, "loss_mask": 0.2576671577990055, "loss_rpn_cls": 0.039128654869273305, "loss_rpn_loc": 0.07460601394996047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829900831034251, "mask_rcnn/false_negative": 0.08745973922159406, "mask_rcnn/false_positive": 0.1387998698621444, "roi_head/num_bg_samples": 428.625, "roi_head/num_fg_samples": 83.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.16617370583117, "total_loss": 0.8421098112594336} {"data_time": 0.012019477551802993, "eta_seconds": 78458.50572817028, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3222246503496503, "fast_rcnn/fg_cls_accuracy": 0.6397719109195402, "iteration": 22479, "loss_box_reg": 0.23487733863294125, "loss_cls": 0.20970852673053741, "loss_mask": 0.2538111284375191, "loss_rpn_cls": 0.03247753973118961, "loss_rpn_loc": 0.07789821084588766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920836925626732, "mask_rcnn/false_negative": 0.09662434399254916, "mask_rcnn/false_positive": 0.1207849852477388, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1642469773069024, "total_loss": 0.8244593669660389} {"data_time": 0.012219466967508197, "eta_seconds": 78435.26564945932, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.3497779714475432, "fast_rcnn/fg_cls_accuracy": 0.6221916628007158, "iteration": 22499, "loss_box_reg": 0.24820017628371716, "loss_cls": 0.22072047926485538, "loss_mask": 0.269490385428071, "loss_rpn_cls": 0.03343750158092007, "loss_rpn_loc": 0.07959435321390629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915794115932923, "mask_rcnn/false_negative": 0.09882522413913236, "mask_rcnn/false_positive": 0.12533570323790005, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1562018364202231, "total_loss": 0.8676597813027911} {"data_time": 0.012205504346638918, "eta_seconds": 78417.8048564773, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.33518518518518514, "fast_rcnn/fg_cls_accuracy": 0.613221191286741, "iteration": 22519, "loss_box_reg": 0.2374462392181158, "loss_cls": 0.21186158061027527, "loss_mask": 0.2664742972701788, "loss_rpn_cls": 0.03798601869493723, "loss_rpn_loc": 0.08050002483651042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893524717637562, "mask_rcnn/false_negative": 0.10188582667942817, "mask_rcnn/false_positive": 0.12890090925903608, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.166349395411089, "total_loss": 0.8447242496768013} {"data_time": 0.013552026124671102, "eta_seconds": 78394.56306487788, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3519868550275742, "fast_rcnn/fg_cls_accuracy": 0.6151472650771388, "iteration": 22539, "loss_box_reg": 0.2601526714861393, "loss_cls": 0.2108185486868024, "loss_mask": 0.2681646943092346, "loss_rpn_cls": 0.03157547704176977, "loss_rpn_loc": 0.08269420359283686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867120638578012, "mask_rcnn/false_negative": 0.09324944166233573, "mask_rcnn/false_positive": 0.12738138488612608, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1684368532150984, "total_loss": 0.8634949447005056} {"data_time": 0.011143918382003903, "eta_seconds": 78371.32127327845, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.32410758640266835, "fast_rcnn/fg_cls_accuracy": 0.6453701973970982, "iteration": 22559, "loss_box_reg": 0.23382666520774364, "loss_cls": 0.2112637748941779, "loss_mask": 0.2472342625260353, "loss_rpn_cls": 0.033054272877052426, "loss_rpn_loc": 0.06576412729918957, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962698228642106, "mask_rcnn/false_negative": 0.08926548862255476, "mask_rcnn/false_positive": 0.12125146066128584, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.13747245981358, "total_loss": 0.787300888216123} {"data_time": 0.012971238000318408, "eta_seconds": 78342.30533461552, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.33475862766926423, "fast_rcnn/fg_cls_accuracy": 0.644247695971834, "iteration": 22579, "loss_box_reg": 0.26278465054929256, "loss_cls": 0.2117863018065691, "loss_mask": 0.2656460888683796, "loss_rpn_cls": 0.04107632511295378, "loss_rpn_loc": 0.08374760998412967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855170944160042, "mask_rcnn/false_negative": 0.10369287346127387, "mask_rcnn/false_positive": 0.12701899030033384, "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": 1.1606680420227349, "total_loss": 0.8451917369384319} {"data_time": 0.01171157555654645, "eta_seconds": 78305.53713333793, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3438095238095238, "fast_rcnn/fg_cls_accuracy": 0.6410968199623701, "iteration": 22599, "loss_box_reg": 0.22519471403211355, "loss_cls": 0.20153126027435064, "loss_mask": 0.2519935108721256, "loss_rpn_cls": 0.030429260921664536, "loss_rpn_loc": 0.07825389760546386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856928115449079, "mask_rcnn/false_negative": 0.09546859016053275, "mask_rcnn/false_positive": 0.11917291561382436, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1635144019965082, "total_loss": 0.7917505792574957} {"data_time": 0.01304919132962823, "eta_seconds": 78282.30106890667, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36621036282426034, "fast_rcnn/fg_cls_accuracy": 0.612999940037177, "iteration": 22619, "loss_box_reg": 0.24869169667363167, "loss_cls": 0.21074952743947506, "loss_mask": 0.26149334013462067, "loss_rpn_cls": 0.03850387618876994, "loss_rpn_loc": 0.07629864942282438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807145750238043, "mask_rcnn/false_negative": 0.10807410469163076, "mask_rcnn/false_positive": 0.12155379870265642, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1686465290840715, "total_loss": 0.8231383429374546} {"data_time": 0.012942149071022868, "eta_seconds": 78271.26376595348, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3411917072735032, "fast_rcnn/fg_cls_accuracy": 0.6473009227267185, "iteration": 22639, "loss_box_reg": 0.25193961057811975, "loss_cls": 0.21103269793093204, "loss_mask": 0.25644852966070175, "loss_rpn_cls": 0.034149218117818236, "loss_rpn_loc": 0.0822936708573252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898335483618734, "mask_rcnn/false_negative": 0.09224816860676971, "mask_rcnn/false_positive": 0.1308298020422991, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1444385941140354, "total_loss": 0.8516716116573662} {"data_time": 0.01280243438668549, "eta_seconds": 78235.82894004416, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33393829401088926, "fast_rcnn/fg_cls_accuracy": 0.648834044658873, "iteration": 22659, "loss_box_reg": 0.23680025339126587, "loss_cls": 0.19925383804365993, "loss_mask": 0.251533480361104, "loss_rpn_cls": 0.03232621215283871, "loss_rpn_loc": 0.07052477356046438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917583140638806, "mask_rcnn/false_negative": 0.09624194891250437, "mask_rcnn/false_positive": 0.11610349493067505, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1524467710405588, "total_loss": 0.7899208207963966} {"data_time": 0.012831030413508415, "eta_seconds": 78279.93503423408, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3586642477995028, "fast_rcnn/fg_cls_accuracy": 0.6157758099505672, "iteration": 22679, "loss_box_reg": 0.26005904376506805, "loss_cls": 0.22100549563765526, "loss_mask": 0.26561019383370876, "loss_rpn_cls": 0.03831320465542376, "loss_rpn_loc": 0.08333409391343594, "lr": 0.0001, "mask_rcnn/accuracy": 0.883262987012987, "mask_rcnn/false_negative": 0.09647891329576203, "mask_rcnn/false_positive": 0.13015321668342217, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1704658763483167, "total_loss": 0.8789736449252814} {"data_time": 0.012715599965304136, "eta_seconds": 78265.5852262862, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2852173036200464, "fast_rcnn/fg_cls_accuracy": 0.6683188301785233, "iteration": 22699, "loss_box_reg": 0.2233881913125515, "loss_cls": 0.1856236821040511, "loss_mask": 0.25680359452962875, "loss_rpn_cls": 0.03165348619222641, "loss_rpn_loc": 0.06672039488330483, "lr": 0.0001, "mask_rcnn/accuracy": 0.899606699695789, "mask_rcnn/false_negative": 0.09051369112681834, "mask_rcnn/false_positive": 0.12662024469099442, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1674270883668214, "total_loss": 0.7743853020947427} {"data_time": 0.013953357702121139, "eta_seconds": 78227.7846442908, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.39303567980432963, "fast_rcnn/fg_cls_accuracy": 0.5636114305936477, "iteration": 22719, "loss_box_reg": 0.2417075801640749, "loss_cls": 0.21778160892426968, "loss_mask": 0.2545606680214405, "loss_rpn_cls": 0.035832718131132424, "loss_rpn_loc": 0.07624567113816738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911844058105909, "mask_rcnn/false_negative": 0.10117726435790259, "mask_rcnn/false_positive": 0.12921514864742037, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1630035801790655, "total_loss": 0.8256636710138991} {"data_time": 0.01328984135761857, "eta_seconds": 78204.53024933115, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3523108237547893, "fast_rcnn/fg_cls_accuracy": 0.6191138301816834, "iteration": 22739, "loss_box_reg": 0.274479940533638, "loss_cls": 0.24763936828821898, "loss_mask": 0.2688474114984274, "loss_rpn_cls": 0.0424440389033407, "loss_rpn_loc": 0.0809111362323165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8745376582562312, "mask_rcnn/false_negative": 0.11197475911550045, "mask_rcnn/false_positive": 0.12871796314054929, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1822479721158743, "total_loss": 0.9391797676216811} {"data_time": 0.012353685684502125, "eta_seconds": 78199.32666766457, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33661860779454833, "fast_rcnn/fg_cls_accuracy": 0.6378903582293413, "iteration": 22759, "loss_box_reg": 0.23777847364544868, "loss_cls": 0.19762959890067577, "loss_mask": 0.26677380874753, "loss_rpn_cls": 0.03273819631431252, "loss_rpn_loc": 0.08007804467342794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874645807586536, "mask_rcnn/false_negative": 0.09510515179572802, "mask_rcnn/false_positive": 0.11446466284039886, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1647927446756512, "total_loss": 0.8195111238164827} {"data_time": 0.012258680071681738, "eta_seconds": 78164.6630650945, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3379265091863517, "fast_rcnn/fg_cls_accuracy": 0.6268875175188752, "iteration": 22779, "loss_box_reg": 0.24876849725842476, "loss_cls": 0.201179014518857, "loss_mask": 0.26248588040471077, "loss_rpn_cls": 0.03455399163067341, "loss_rpn_loc": 0.06848319247364998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937017515339469, "mask_rcnn/false_negative": 0.09334604230003346, "mask_rcnn/false_positive": 0.11680141540580863, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1513553133700043, "total_loss": 0.8138334907125682} {"data_time": 0.012806632556021214, "eta_seconds": 78129.9300044775, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3268609546467014, "fast_rcnn/fg_cls_accuracy": 0.6484323432343234, "iteration": 22799, "loss_box_reg": 0.24052727222442627, "loss_cls": 0.21750450413674116, "loss_mask": 0.2590881157666445, "loss_rpn_cls": 0.03066277678590268, "loss_rpn_loc": 0.06327711674384773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870426917779745, "mask_rcnn/false_negative": 0.0932306565525797, "mask_rcnn/false_positive": 0.12088514747318482, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1377762651536614, "total_loss": 0.8087171985534951} {"data_time": 0.011735249776393175, "eta_seconds": 78111.51266949251, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.35770198259027575, "fast_rcnn/fg_cls_accuracy": 0.6027371040290936, "iteration": 22819, "loss_box_reg": 0.2441709553822875, "loss_cls": 0.20815529115498066, "loss_mask": 0.2561567723751068, "loss_rpn_cls": 0.03897983208298683, "loss_rpn_loc": 0.08082243625540286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969935591315681, "mask_rcnn/false_negative": 0.08907777854165033, "mask_rcnn/false_positive": 0.11547883234701273, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.162475886521861, "total_loss": 0.8288060181075707} {"data_time": 0.012338547501713037, "eta_seconds": 78122.89907210506, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3713996399639964, "fast_rcnn/fg_cls_accuracy": 0.5973039618609239, "iteration": 22839, "loss_box_reg": 0.2617769092321396, "loss_cls": 0.208211749792099, "loss_mask": 0.26370287500321865, "loss_rpn_cls": 0.035356850596144795, "loss_rpn_loc": 0.07634519878774881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847792480076315, "mask_rcnn/false_negative": 0.09860907275706807, "mask_rcnn/false_positive": 0.12264460228062837, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.174384975573048, "total_loss": 0.862496052403003} {"data_time": 0.011157979257404804, "eta_seconds": 78130.5943594873, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.37475010269752157, "fast_rcnn/fg_cls_accuracy": 0.5934074255291883, "iteration": 22859, "loss_box_reg": 0.2508608279749751, "loss_cls": 0.21981677878648043, "loss_mask": 0.25692632608115673, "loss_rpn_cls": 0.03107479272875935, "loss_rpn_loc": 0.06731460080482066, "lr": 0.0001, "mask_rcnn/accuracy": 0.869570490701046, "mask_rcnn/false_negative": 0.1137762462902506, "mask_rcnn/false_positive": 0.13923732015271156, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1752941815648228, "total_loss": 0.8397952626692131} {"data_time": 0.011569366790354252, "eta_seconds": 78083.26685721055, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37098193733582474, "fast_rcnn/fg_cls_accuracy": 0.6040220267633281, "iteration": 22879, "loss_box_reg": 0.2479853220283985, "loss_cls": 0.19651263020932674, "loss_mask": 0.25686909817159176, "loss_rpn_cls": 0.03376558073796332, "loss_rpn_loc": 0.07490562892053276, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838865938490519, "mask_rcnn/false_negative": 0.09514368381221502, "mask_rcnn/false_positive": 0.12749811592956012, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1305359730031341, "total_loss": 0.813498767092824} {"data_time": 0.012823832919821143, "eta_seconds": 78035.98352940753, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3535341849313429, "fast_rcnn/fg_cls_accuracy": 0.6084164557894995, "iteration": 22899, "loss_box_reg": 0.25246544647961855, "loss_cls": 0.20996122248470783, "loss_mask": 0.25159660913050175, "loss_rpn_cls": 0.03381561138667166, "loss_rpn_loc": 0.06991940789157525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942382861953715, "mask_rcnn/false_negative": 0.08245104528079811, "mask_rcnn/false_positive": 0.12281135770006973, "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": 1.1442164795007557, "total_loss": 0.8199005904607475} {"data_time": 0.011520347092300653, "eta_seconds": 78008.17575383931, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.330654486586494, "fast_rcnn/fg_cls_accuracy": 0.6476119894598156, "iteration": 22919, "loss_box_reg": 0.2475882563740015, "loss_cls": 0.2095156703144312, "loss_mask": 0.2536287810653448, "loss_rpn_cls": 0.03321280865930021, "loss_rpn_loc": 0.07164029544219375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929319458472567, "mask_rcnn/false_negative": 0.10971948617934513, "mask_rcnn/false_positive": 0.11517175016289058, "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": 1.157310573849827, "total_loss": 0.8092607784783468} {"data_time": 0.0122273329179734, "eta_seconds": 77968.1653026957, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.3276422764227642, "fast_rcnn/fg_cls_accuracy": 0.6169243723208817, "iteration": 22939, "loss_box_reg": 0.22500093095004559, "loss_cls": 0.19162671267986298, "loss_mask": 0.24209505319595337, "loss_rpn_cls": 0.03044788516126573, "loss_rpn_loc": 0.06568936328403652, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965528414586188, "mask_rcnn/false_negative": 0.09393883823888519, "mask_rcnn/false_positive": 0.1034719145709592, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.1636060730088502, "total_loss": 0.7765080237295479} {"data_time": 0.012708444381132722, "eta_seconds": 77955.35572573543, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.4034861991851239, "fast_rcnn/fg_cls_accuracy": 0.5730336334745763, "iteration": 22959, "loss_box_reg": 0.26163426972925663, "loss_cls": 0.22212162148207426, "loss_mask": 0.2648240886628628, "loss_rpn_cls": 0.03602801309898496, "loss_rpn_loc": 0.06724821706302464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818333530145013, "mask_rcnn/false_negative": 0.10380053176980499, "mask_rcnn/false_positive": 0.12716761741894528, "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": 1.1685398072004318, "total_loss": 0.8704975548898801} {"data_time": 0.012391686672344804, "eta_seconds": 77921.65879192762, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.39213905550392836, "fast_rcnn/fg_cls_accuracy": 0.6078609444960716, "iteration": 22979, "loss_box_reg": 0.2722144592553377, "loss_cls": 0.23377905040979385, "loss_mask": 0.2610126920044422, "loss_rpn_cls": 0.03821000154130161, "loss_rpn_loc": 0.07581750396639109, "lr": 0.0001, "mask_rcnn/accuracy": 0.878968503804221, "mask_rcnn/false_negative": 0.09606379938242636, "mask_rcnn/false_positive": 0.14182082663234918, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1633645116817206, "total_loss": 0.8969149083131924} {"data_time": 0.01254760636948049, "eta_seconds": 77898.40553654358, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3247126436781609, "fast_rcnn/fg_cls_accuracy": 0.5926010133818371, "iteration": 22999, "loss_box_reg": 0.2507810555398464, "loss_cls": 0.20863034576177597, "loss_mask": 0.2532648164778948, "loss_rpn_cls": 0.03579989951686002, "loss_rpn_loc": 0.07654511113651097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865914495119229, "mask_rcnn/false_negative": 0.08735775552833602, "mask_rcnn/false_positive": 0.11539087940401413, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1702055607456714, "total_loss": 0.8319350342499092} {"data_time": 0.010848588310182095, "eta_seconds": 77869.82740079053, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.35767677869925796, "fast_rcnn/fg_cls_accuracy": 0.629957805907173, "iteration": 23019, "loss_box_reg": 0.24698516260832548, "loss_cls": 0.21930133737623692, "loss_mask": 0.25688144378364086, "loss_rpn_cls": 0.03365649888291955, "loss_rpn_loc": 0.07759867701679468, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950701053772697, "mask_rcnn/false_negative": 0.09129887861146949, "mask_rcnn/false_positive": 0.12128539082960199, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1522722286172211, "total_loss": 0.8108290217351168} {"data_time": 0.012117094593122602, "eta_seconds": 77846.57573539764, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.3681166373474066, "fast_rcnn/fg_cls_accuracy": 0.5861230011306735, "iteration": 23039, "loss_box_reg": 0.2602376025170088, "loss_cls": 0.23033013008534908, "loss_mask": 0.26299409195780754, "loss_rpn_cls": 0.030561237363144755, "loss_rpn_loc": 0.07382594607770443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826806342251327, "mask_rcnn/false_negative": 0.09913516951508361, "mask_rcnn/false_positive": 0.12789769616536042, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1373931146226823, "total_loss": 0.8985566751798615} {"data_time": 0.011234143050387502, "eta_seconds": 77828.64577039145, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.35512876953554917, "fast_rcnn/fg_cls_accuracy": 0.6247149460708783, "iteration": 23059, "loss_box_reg": 0.2370081227272749, "loss_cls": 0.18952104076743126, "loss_mask": 0.2461752276867628, "loss_rpn_cls": 0.03091689315624535, "loss_rpn_loc": 0.07296674326062202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881250845460298, "mask_rcnn/false_negative": 0.08745201888901026, "mask_rcnn/false_positive": 0.12428422190853547, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1506218980066478, "total_loss": 0.806835442665033} {"data_time": 0.012069214601069689, "eta_seconds": 77796.91863342188, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3268713334215518, "fast_rcnn/fg_cls_accuracy": 0.6476430976430976, "iteration": 23079, "loss_box_reg": 0.24945954605937004, "loss_cls": 0.21396051719784737, "loss_mask": 0.2665239945054054, "loss_rpn_cls": 0.03367448237258941, "loss_rpn_loc": 0.07517014071345329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876440500397653, "mask_rcnn/false_negative": 0.09435598872514733, "mask_rcnn/false_positive": 0.11814527926191884, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1645099760498852, "total_loss": 0.8429428127128631} {"data_time": 0.012602093629539013, "eta_seconds": 77731.25269166194, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3285327177840225, "fast_rcnn/fg_cls_accuracy": 0.6364426327929977, "iteration": 23099, "loss_box_reg": 0.2406617309898138, "loss_cls": 0.20400048326700926, "loss_mask": 0.2526097074151039, "loss_rpn_cls": 0.03527331887744367, "loss_rpn_loc": 0.0750716826878488, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932081761275938, "mask_rcnn/false_negative": 0.0965489185442997, "mask_rcnn/false_positive": 0.11637916852061689, "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": 1.152721244143322, "total_loss": 0.7828644041437656} {"data_time": 0.011809658724814653, "eta_seconds": 77680.55008612573, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35457710597826086, "fast_rcnn/fg_cls_accuracy": 0.6124046981248712, "iteration": 23119, "loss_box_reg": 0.2616446614265442, "loss_cls": 0.2198459804058075, "loss_mask": 0.2665593605488539, "loss_rpn_cls": 0.032495901570655406, "loss_rpn_loc": 0.07524756714701653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829894779524159, "mask_rcnn/false_negative": 0.09764355978463271, "mask_rcnn/false_positive": 0.13974599793197678, "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": 1.1609848400112242, "total_loss": 0.8644035464385524} {"data_time": 0.012042256072163582, "eta_seconds": 77727.16646489222, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.365634518251172, "fast_rcnn/fg_cls_accuracy": 0.613662456946039, "iteration": 23139, "loss_box_reg": 0.24973320215940475, "loss_cls": 0.20615500025451183, "loss_mask": 0.2569543197751045, "loss_rpn_cls": 0.03178955428302288, "loss_rpn_loc": 0.07046440616250038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875113544884905, "mask_rcnn/false_negative": 0.09112761528494238, "mask_rcnn/false_positive": 0.1321326627612049, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1700191276613623, "total_loss": 0.8165059866150841} {"data_time": 0.012654082616791129, "eta_seconds": 77661.53856368735, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3473193473193473, "fast_rcnn/fg_cls_accuracy": 0.622819894446192, "iteration": 23159, "loss_box_reg": 0.2574517820030451, "loss_cls": 0.20576117560267448, "loss_mask": 0.2558502275496721, "loss_rpn_cls": 0.03264271398074925, "loss_rpn_loc": 0.07125315250596032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886955568781276, "mask_rcnn/false_negative": 0.09344784416148297, "mask_rcnn/false_positive": 0.12169938226595402, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.135686420602724, "total_loss": 0.8083723434247077} {"data_time": 0.012825873913243413, "eta_seconds": 77616.48657309823, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3959686147186147, "fast_rcnn/fg_cls_accuracy": 0.5957792207792207, "iteration": 23179, "loss_box_reg": 0.2530174311250448, "loss_cls": 0.2212632019072771, "loss_mask": 0.25529267080128193, "loss_rpn_cls": 0.03674548538401723, "loss_rpn_loc": 0.08261114824563265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889239536227809, "mask_rcnn/false_negative": 0.09463589562194963, "mask_rcnn/false_positive": 0.1308485299258254, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1565701484214514, "total_loss": 0.8882981524802744} {"data_time": 0.011366750579327345, "eta_seconds": 77581.82662017643, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.37196042260607076, "fast_rcnn/fg_cls_accuracy": 0.5958695902725754, "iteration": 23199, "loss_box_reg": 0.22971747070550919, "loss_cls": 0.19340999983251095, "loss_mask": 0.2584313917905092, "loss_rpn_cls": 0.034281538566574454, "loss_rpn_loc": 0.07239377312362194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915053638059702, "mask_rcnn/false_negative": 0.09327103698586728, "mask_rcnn/false_positive": 0.1294130874001547, "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": 1.1543482672423124, "total_loss": 0.7949518298264593} {"data_time": 0.012021461967378855, "eta_seconds": 77528.96836659405, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3724148418491484, "fast_rcnn/fg_cls_accuracy": 0.589640522875817, "iteration": 23219, "loss_box_reg": 0.2611706554889679, "loss_cls": 0.2151270667091012, "loss_mask": 0.2544886637479067, "loss_rpn_cls": 0.03715688642114401, "loss_rpn_loc": 0.08131821104325354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862979988033015, "mask_rcnn/false_negative": 0.10705527210643592, "mask_rcnn/false_positive": 0.12641217172669297, "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": 1.154926270013675, "total_loss": 0.856120492098853} {"data_time": 0.01395371905528009, "eta_seconds": 77464.96499099769, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3847006883853284, "fast_rcnn/fg_cls_accuracy": 0.5652120756136556, "iteration": 23239, "loss_box_reg": 0.24752211570739746, "loss_cls": 0.2103568073362112, "loss_mask": 0.2594984769821167, "loss_rpn_cls": 0.04164945613592863, "loss_rpn_loc": 0.08201032457873225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822396084418019, "mask_rcnn/false_negative": 0.09392410909756055, "mask_rcnn/false_positive": 0.12482021233387555, "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": 1.1579760543536395, "total_loss": 0.8608097794931382} {"data_time": 0.01254856283776462, "eta_seconds": 77437.73308025207, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3515545590433483, "fast_rcnn/fg_cls_accuracy": 0.6144133871313568, "iteration": 23259, "loss_box_reg": 0.24522189423441887, "loss_cls": 0.21382848732173443, "loss_mask": 0.26009511202573776, "loss_rpn_cls": 0.03645333903841674, "loss_rpn_loc": 0.08664682973176241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912856074855922, "mask_rcnn/false_negative": 0.09406771901346352, "mask_rcnn/false_positive": 0.12583732949787413, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 1.1596928739454597, "total_loss": 0.8436726450454444} {"data_time": 0.0121012507006526, "eta_seconds": 77429.45031087846, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.32439954250857794, "fast_rcnn/fg_cls_accuracy": 0.6579724329173803, "iteration": 23279, "loss_box_reg": 0.25138180144131184, "loss_cls": 0.20767732616513968, "loss_mask": 0.26942810602486134, "loss_rpn_cls": 0.03536364412866533, "loss_rpn_loc": 0.07056895503774285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942473437494941, "mask_rcnn/false_negative": 0.09433082501750338, "mask_rcnn/false_positive": 0.12267806829420397, "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": 1.1756711839698255, "total_loss": 0.8588628894649446} {"data_time": 0.012844692217186093, "eta_seconds": 77458.70966075454, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3926345609065156, "fast_rcnn/fg_cls_accuracy": 0.5535852178709322, "iteration": 23299, "loss_box_reg": 0.2718467563390732, "loss_cls": 0.2232675552368164, "loss_mask": 0.2706581261008978, "loss_rpn_cls": 0.03446821146644652, "loss_rpn_loc": 0.08166000503115356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754088574688722, "mask_rcnn/false_negative": 0.10457231020624769, "mask_rcnn/false_positive": 0.12797445731384313, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1854569346178323, "total_loss": 0.8758771375287324} {"data_time": 0.012461799429729581, "eta_seconds": 77435.48366085626, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3275494893761193, "fast_rcnn/fg_cls_accuracy": 0.6474023665634046, "iteration": 23319, "loss_box_reg": 0.2530911862850189, "loss_cls": 0.22849410958588123, "loss_mask": 0.254976749420166, "loss_rpn_cls": 0.037402637768536806, "loss_rpn_loc": 0.07820449431892484, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899232751722692, "mask_rcnn/false_negative": 0.10337308845743853, "mask_rcnn/false_positive": 0.12098914855714588, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1526849674992263, "total_loss": 0.8421661590691656} {"data_time": 0.012877787230536342, "eta_seconds": 77442.37461443525, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.33883647798742134, "fast_rcnn/fg_cls_accuracy": 0.6180371352785146, "iteration": 23339, "loss_box_reg": 0.23839937336742878, "loss_cls": 0.2072278829291463, "loss_mask": 0.2545656505972147, "loss_rpn_cls": 0.029710096307098866, "loss_rpn_loc": 0.0700226598419249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839237394410987, "mask_rcnn/false_negative": 0.10047712007069753, "mask_rcnn/false_positive": 0.13284545058884703, "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": 1.163970988476649, "total_loss": 0.7979148679878563} {"data_time": 0.010772076901048422, "eta_seconds": 77389.03166105971, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.3700470734055038, "fast_rcnn/fg_cls_accuracy": 0.5987236827751719, "iteration": 23359, "loss_box_reg": 0.25290342047810555, "loss_cls": 0.2045491375029087, "loss_mask": 0.26152018643915653, "loss_rpn_cls": 0.04037119005806744, "loss_rpn_loc": 0.08227003226056695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798522134177708, "mask_rcnn/false_negative": 0.11257060703719121, "mask_rcnn/false_positive": 0.12490777809585013, "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": 1.1441785274073482, "total_loss": 0.8366595761035569} {"data_time": 0.012494114693254232, "eta_seconds": 77382.00485242996, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3410015070947195, "fast_rcnn/fg_cls_accuracy": 0.6391938435044666, "iteration": 23379, "loss_box_reg": 0.24288713093847036, "loss_cls": 0.19825649540871382, "loss_mask": 0.26070800609886646, "loss_rpn_cls": 0.044460940174758434, "loss_rpn_loc": 0.08006058167666197, "lr": 0.0001, "mask_rcnn/accuracy": 0.878436306029261, "mask_rcnn/false_negative": 0.09454503272105183, "mask_rcnn/false_positive": 0.13733274123237016, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.172597153345123, "total_loss": 0.8324930164963007} {"data_time": 0.01267809234559536, "eta_seconds": 77358.7739893701, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.35777777777777775, "fast_rcnn/fg_cls_accuracy": 0.5958687258687259, "iteration": 23399, "loss_box_reg": 0.23312832694500685, "loss_cls": 0.19631334207952023, "loss_mask": 0.25167381204664707, "loss_rpn_cls": 0.03444487368687987, "loss_rpn_loc": 0.07117634802125394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899102570497472, "mask_rcnn/false_negative": 0.09137193600784299, "mask_rcnn/false_positive": 0.13590150642509763, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1670592890586704, "total_loss": 0.7685208164621145} {"data_time": 0.013248371658846736, "eta_seconds": 77329.75730350707, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.34456907800928127, "fast_rcnn/fg_cls_accuracy": 0.6177456326908913, "iteration": 23419, "loss_box_reg": 0.24631599057465792, "loss_cls": 0.21165691688656807, "loss_mask": 0.25232478976249695, "loss_rpn_cls": 0.03580635669641197, "loss_rpn_loc": 0.08061729138717055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904174572876854, "mask_rcnn/false_negative": 0.09446991479515597, "mask_rcnn/false_positive": 0.13091230791452976, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 1.1675914039369673, "total_loss": 0.8334694260265678} {"data_time": 0.011259674793109298, "eta_seconds": 77336.20596647263, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.39534883720930236, "fast_rcnn/fg_cls_accuracy": 0.5740344588344126, "iteration": 23439, "loss_box_reg": 0.2558392155915499, "loss_cls": 0.21028064843267202, "loss_mask": 0.26653257571160793, "loss_rpn_cls": 0.040189435821957886, "loss_rpn_loc": 0.08359122555702925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843225853587258, "mask_rcnn/false_negative": 0.09630812250471112, "mask_rcnn/false_positive": 0.13526473790520166, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1669232009444386, "total_loss": 0.8349285265430808} {"data_time": 0.012362021021544933, "eta_seconds": 77324.25302332733, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3531779105122625, "fast_rcnn/fg_cls_accuracy": 0.6178137578744065, "iteration": 23459, "loss_box_reg": 0.2525625731796026, "loss_cls": 0.2067728526890278, "loss_mask": 0.26291646994650364, "loss_rpn_cls": 0.03467673191335052, "loss_rpn_loc": 0.07476512133143842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948265580896548, "mask_rcnn/false_negative": 0.08757188262249793, "mask_rcnn/false_positive": 0.11560397544899953, "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": 1.177232428919524, "total_loss": 0.8332599485293031} {"data_time": 0.012330843135714531, "eta_seconds": 77301.01158869453, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.36669918725407985, "fast_rcnn/fg_cls_accuracy": 0.6176406409819297, "iteration": 23479, "loss_box_reg": 0.26256505958735943, "loss_cls": 0.2133012250997126, "loss_mask": 0.2612227089703083, "loss_rpn_cls": 0.03314453596249223, "loss_rpn_loc": 0.07336477912031114, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868310325437296, "mask_rcnn/false_negative": 0.09655835883575636, "mask_rcnn/false_positive": 0.12664620812380273, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1791415933985263, "total_loss": 0.8397120760055259} {"data_time": 0.013375349342823029, "eta_seconds": 77315.48149965238, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.40056720942741186, "fast_rcnn/fg_cls_accuracy": 0.5677367576243981, "iteration": 23499, "loss_box_reg": 0.2555682770907879, "loss_cls": 0.24100845865905285, "loss_mask": 0.2619601059705019, "loss_rpn_cls": 0.034358258941210806, "loss_rpn_loc": 0.0702601297525689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892363444039219, "mask_rcnn/false_negative": 0.09556407617503888, "mask_rcnn/false_positive": 0.14019268059503787, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1739257262088358, "total_loss": 0.8601462139049545} {"data_time": 0.012103653512895107, "eta_seconds": 77294.27667886019, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5674770130955697, "iteration": 23519, "loss_box_reg": 0.25613193213939667, "loss_cls": 0.22401095740497112, "loss_mask": 0.26492798887193203, "loss_rpn_cls": 0.03452297067269683, "loss_rpn_loc": 0.0781172295100987, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879904313986271, "mask_rcnn/false_negative": 0.08546270977237785, "mask_rcnn/false_positive": 0.14216964439894308, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1638544453307986, "total_loss": 0.865792416385375} {"data_time": 0.012131123337894678, "eta_seconds": 77249.80072143022, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38282311937264013, "fast_rcnn/fg_cls_accuracy": 0.5855963791267306, "iteration": 23539, "loss_box_reg": 0.2577059455215931, "loss_cls": 0.20932961627840996, "loss_mask": 0.25365190394222736, "loss_rpn_cls": 0.035007307305932045, "loss_rpn_loc": 0.06660052202641964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944204809894984, "mask_rcnn/false_negative": 0.10299272344496335, "mask_rcnn/false_positive": 0.11626249334962996, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.151524146553129, "total_loss": 0.8301578313112259} {"data_time": 0.012652898440137506, "eta_seconds": 77244.21810352243, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3532690214993677, "fast_rcnn/fg_cls_accuracy": 0.6016528925619835, "iteration": 23559, "loss_box_reg": 0.26719643361866474, "loss_cls": 0.2197415456175804, "loss_mask": 0.25916056893765926, "loss_rpn_cls": 0.03506019385531545, "loss_rpn_loc": 0.07384235551580787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961052932821741, "mask_rcnn/false_negative": 0.09681913944668147, "mask_rcnn/false_positive": 0.11278077008594942, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.160656237974763, "total_loss": 0.8759464698377997} {"data_time": 0.012575998669490218, "eta_seconds": 77227.43158059195, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3987782659950702, "fast_rcnn/fg_cls_accuracy": 0.5606995884773662, "iteration": 23579, "loss_box_reg": 0.23771291505545378, "loss_cls": 0.20986279100179672, "loss_mask": 0.2519779521971941, "loss_rpn_cls": 0.03171651181764901, "loss_rpn_loc": 0.08739346731454134, "lr": 0.0001, "mask_rcnn/accuracy": 0.895937034140081, "mask_rcnn/false_negative": 0.09528985885059385, "mask_rcnn/false_positive": 0.1243346086789045, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 209.375, "rpn/num_pos_anchors": 46.625, "time": 1.1715033201035112, "total_loss": 0.8269082169281319} {"data_time": 0.012425621040165424, "eta_seconds": 77206.2832808122, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.34545454545454546, "fast_rcnn/fg_cls_accuracy": 0.6300462249614792, "iteration": 23599, "loss_box_reg": 0.25900493934750557, "loss_cls": 0.22234334144741297, "loss_mask": 0.2554082553833723, "loss_rpn_cls": 0.03158749837893993, "loss_rpn_loc": 0.06625489285215735, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016237923158441, "mask_rcnn/false_negative": 0.09316088269527839, "mask_rcnn/false_positive": 0.12047486825950193, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.168265061918646, "total_loss": 0.8573197877267376} {"data_time": 0.013398368144407868, "eta_seconds": 77180.92304004356, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.35848369100869476, "fast_rcnn/fg_cls_accuracy": 0.6095801971467263, "iteration": 23619, "loss_box_reg": 0.26015860587358475, "loss_cls": 0.2141247820109129, "loss_mask": 0.2618170417845249, "loss_rpn_cls": 0.03750732744811103, "loss_rpn_loc": 0.07981697656214237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899133115840994, "mask_rcnn/false_negative": 0.0965692972957843, "mask_rcnn/false_positive": 0.12236717383005294, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1638083895668387, "total_loss": 0.8570783144095913} {"data_time": 0.01154154259711504, "eta_seconds": 77157.66876976937, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3251439348818741, "fast_rcnn/fg_cls_accuracy": 0.6472114972114973, "iteration": 23639, "loss_box_reg": 0.24767382349818945, "loss_cls": 0.20598023384809494, "loss_mask": 0.2501278631389141, "loss_rpn_cls": 0.037849438725970685, "loss_rpn_loc": 0.0776688284240663, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004516131473079, "mask_rcnn/false_negative": 0.09814191609325006, "mask_rcnn/false_positive": 0.1067442622381003, "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": 1.153593693394214, "total_loss": 0.8084893949562684} {"data_time": 0.012779070530086756, "eta_seconds": 77147.9501713207, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3298713481640311, "fast_rcnn/fg_cls_accuracy": 0.6391162029459901, "iteration": 23659, "loss_box_reg": 0.241110322996974, "loss_cls": 0.19905811129137874, "loss_mask": 0.2629239112138748, "loss_rpn_cls": 0.03374110581353307, "loss_rpn_loc": 0.06014772620983422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882590557536678, "mask_rcnn/false_negative": 0.09790647286255877, "mask_rcnn/false_positive": 0.12539809513498573, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1699679237790406, "total_loss": 0.7928223942872137} {"data_time": 0.012297220760956407, "eta_seconds": 77131.37193970382, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2904315605928509, "fast_rcnn/fg_cls_accuracy": 0.6773724681170292, "iteration": 23679, "loss_box_reg": 0.23907357268035412, "loss_cls": 0.2143812421709299, "loss_mask": 0.2522255815565586, "loss_rpn_cls": 0.029722177423536777, "loss_rpn_loc": 0.07073463499546051, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968033654098705, "mask_rcnn/false_negative": 0.08879990561423336, "mask_rcnn/false_positive": 0.11772971068413252, "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": 1.1712009466718882, "total_loss": 0.7974246651865542} {"data_time": 0.011161476839333773, "eta_seconds": 77084.9961463362, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3414298387836887, "fast_rcnn/fg_cls_accuracy": 0.6497885999107853, "iteration": 23699, "loss_box_reg": 0.22819664888083935, "loss_cls": 0.19417600147426128, "loss_mask": 0.252718897536397, "loss_rpn_cls": 0.034045839915052056, "loss_rpn_loc": 0.062022066209465265, "lr": 0.0001, "mask_rcnn/accuracy": 0.89362345093232, "mask_rcnn/false_negative": 0.0942955755909064, "mask_rcnn/false_positive": 0.1289933759213436, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1220821074675769, "total_loss": 0.7781749770510942} {"data_time": 0.012127198511734605, "eta_seconds": 77061.74275383353, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3542483660130719, "fast_rcnn/fg_cls_accuracy": 0.6266724336793541, "iteration": 23719, "loss_box_reg": 0.27436232566833496, "loss_cls": 0.22599255945533514, "loss_mask": 0.2641624044626951, "loss_rpn_cls": 0.03758726711384952, "loss_rpn_loc": 0.08608920825645328, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923126182384357, "mask_rcnn/false_negative": 0.10011444890132348, "mask_rcnn/false_positive": 0.12402748595138072, "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": 1.1622338953893632, "total_loss": 0.9045648600440472} {"data_time": 0.012234254041686654, "eta_seconds": 76998.87293846812, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.34592809977989725, "fast_rcnn/fg_cls_accuracy": 0.6094416877754258, "iteration": 23739, "loss_box_reg": 0.2400731611996889, "loss_cls": 0.20655106101185083, "loss_mask": 0.25120588205754757, "loss_rpn_cls": 0.03036467172205448, "loss_rpn_loc": 0.08309409976936877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785791214668952, "mask_rcnn/false_negative": 0.11248575743640449, "mask_rcnn/false_positive": 0.13659394771142752, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1528487124014646, "total_loss": 0.8053748237434775} {"data_time": 0.01295877294614911, "eta_seconds": 76971.01436331868, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3588107098381071, "fast_rcnn/fg_cls_accuracy": 0.6024691358024692, "iteration": 23759, "loss_box_reg": 0.2619755435734987, "loss_cls": 0.2190632438287139, "loss_mask": 0.25344444811344147, "loss_rpn_cls": 0.03624483791645616, "loss_rpn_loc": 0.07113396283239126, "lr": 0.0001, "mask_rcnn/accuracy": 0.87558549662501, "mask_rcnn/false_negative": 0.10871539229586133, "mask_rcnn/false_positive": 0.14796531482532557, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.160164263797924, "total_loss": 0.8868291235994548} {"data_time": 0.013000904815271497, "eta_seconds": 76952.39006920252, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.37209772672113905, "fast_rcnn/fg_cls_accuracy": 0.5980828900709221, "iteration": 23779, "loss_box_reg": 0.24884560238569975, "loss_cls": 0.2184649109840393, "loss_mask": 0.2735713627189398, "loss_rpn_cls": 0.03081543743610382, "loss_rpn_loc": 0.08002376044169068, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868246304006409, "mask_rcnn/false_negative": 0.10090002954631747, "mask_rcnn/false_positive": 0.1259204582317056, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1487082224339247, "total_loss": 0.8529365473659709} {"data_time": 0.012813885230571032, "eta_seconds": 76924.53428218141, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.37386021415425796, "fast_rcnn/fg_cls_accuracy": 0.5891472868217054, "iteration": 23799, "loss_box_reg": 0.25227571092545986, "loss_cls": 0.21565232425928116, "loss_mask": 0.2639250811189413, "loss_rpn_cls": 0.0391056751832366, "loss_rpn_loc": 0.06991273548919708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776043327679492, "mask_rcnn/false_negative": 0.11000202771188786, "mask_rcnn/false_positive": 0.14132536857876954, "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": 1.1404646944720298, "total_loss": 0.8531563060823828} {"data_time": 0.012089577969163656, "eta_seconds": 76905.90719993692, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3170364050056883, "fast_rcnn/fg_cls_accuracy": 0.6714285714285715, "iteration": 23819, "loss_box_reg": 0.25477601774036884, "loss_cls": 0.21994611714035273, "loss_mask": 0.2566449474543333, "loss_rpn_cls": 0.035745430970564485, "loss_rpn_loc": 0.07360460003837943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865361464236282, "mask_rcnn/false_negative": 0.09202960144084711, "mask_rcnn/false_positive": 0.1277754781538967, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.169537604553625, "total_loss": 0.8251914542051964} {"data_time": 0.011951339663937688, "eta_seconds": 76843.68207097054, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.35642931392931393, "fast_rcnn/fg_cls_accuracy": 0.628970893970894, "iteration": 23839, "loss_box_reg": 0.24341635964810848, "loss_cls": 0.20639956928789616, "loss_mask": 0.2668427750468254, "loss_rpn_cls": 0.03356228279881179, "loss_rpn_loc": 0.07003423990681767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958655606554269, "mask_rcnn/false_negative": 0.09259257964556009, "mask_rcnn/false_positive": 0.13044635268217086, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.152079785708338, "total_loss": 0.8087990132626146} {"data_time": 0.012461741454899311, "eta_seconds": 76776.37220075354, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3508086676611447, "fast_rcnn/fg_cls_accuracy": 0.5791841480058636, "iteration": 23859, "loss_box_reg": 0.25883328542113304, "loss_cls": 0.22643423732370138, "loss_mask": 0.269957447424531, "loss_rpn_cls": 0.03717708820477128, "loss_rpn_loc": 0.08554150443524122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834647364022631, "mask_rcnn/false_negative": 0.09668833162662702, "mask_rcnn/false_positive": 0.14558213812982987, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1569835096597672, "total_loss": 0.8795622171019204} {"data_time": 0.012143352068960667, "eta_seconds": 76785.38225920871, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3257828967178561, "fast_rcnn/fg_cls_accuracy": 0.6272680937818553, "iteration": 23879, "loss_box_reg": 0.22487601451575756, "loss_cls": 0.20940782688558102, "loss_mask": 0.26775096729397774, "loss_rpn_cls": 0.03505470626987517, "loss_rpn_loc": 0.07467904267832637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982029827909443, "mask_rcnn/false_negative": 0.0825115941668437, "mask_rcnn/false_positive": 0.11495010851508461, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1553519815206528, "total_loss": 0.8337591015733778} {"data_time": 0.013258797349408269, "eta_seconds": 76773.99312108755, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.35026706845488287, "fast_rcnn/fg_cls_accuracy": 0.600308467107334, "iteration": 23899, "loss_box_reg": 0.27537690848112106, "loss_cls": 0.24971508234739304, "loss_mask": 0.26238980889320374, "loss_rpn_cls": 0.04246567911468446, "loss_rpn_loc": 0.09827583935111761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886521364838085, "mask_rcnn/false_negative": 0.09852048088704794, "mask_rcnn/false_positive": 0.12959185991947617, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1638954512309283, "total_loss": 0.9526792339747772} {"data_time": 0.01236878614872694, "eta_seconds": 76731.3766054064, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3585069444444444, "fast_rcnn/fg_cls_accuracy": 0.6150622605363985, "iteration": 23919, "loss_box_reg": 0.24993705190718174, "loss_cls": 0.22615022771060467, "loss_mask": 0.2604189310222864, "loss_rpn_cls": 0.03585436206776649, "loss_rpn_loc": 0.07858423632569611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886366425900614, "mask_rcnn/false_negative": 0.10352887661566915, "mask_rcnn/false_positive": 0.11956296767627524, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.121719777584076, "total_loss": 0.8527211174368858} {"data_time": 0.012025993084535003, "eta_seconds": 76694.01930541266, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3225371120107962, "fast_rcnn/fg_cls_accuracy": 0.6308492958978396, "iteration": 23939, "loss_box_reg": 0.25497237779200077, "loss_cls": 0.20465350896120071, "loss_mask": 0.26674130745232105, "loss_rpn_cls": 0.03777211788110435, "loss_rpn_loc": 0.08128942176699638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863383884966194, "mask_rcnn/false_negative": 0.09853624736528739, "mask_rcnn/false_positive": 0.12780799894546735, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1600047461688519, "total_loss": 0.8814750370802358} {"data_time": 0.01213921164162457, "eta_seconds": 76660.29059778899, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3310449320794148, "fast_rcnn/fg_cls_accuracy": 0.6370114942528735, "iteration": 23959, "loss_box_reg": 0.2500524176284671, "loss_cls": 0.2168269082903862, "loss_mask": 0.25435677729547024, "loss_rpn_cls": 0.0363729044329375, "loss_rpn_loc": 0.07765080127865076, "lr": 0.0001, "mask_rcnn/accuracy": 0.893591246064023, "mask_rcnn/false_negative": 0.10537169356203244, "mask_rcnn/false_positive": 0.12267063059628523, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1693761916831136, "total_loss": 0.8291902341879904} {"data_time": 0.011724784038960934, "eta_seconds": 76601.21874968987, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.31595623060591216, "fast_rcnn/fg_cls_accuracy": 0.6552996896945942, "iteration": 23979, "loss_box_reg": 0.25708737038075924, "loss_cls": 0.2245850171893835, "loss_mask": 0.25742604210972786, "loss_rpn_cls": 0.03320151404477656, "loss_rpn_loc": 0.07032084674574435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860216905312094, "mask_rcnn/false_negative": 0.08864868080479951, "mask_rcnn/false_positive": 0.11113957251698983, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1450058410409838, "total_loss": 0.8407735363580287} {"data_time": 0.011067356448620558, "eta_seconds": 76556.47512199357, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3554897587155652, "fast_rcnn/fg_cls_accuracy": 0.6054268319390302, "iteration": 23999, "loss_box_reg": 0.2523210793733597, "loss_cls": 0.21906444244086742, "loss_mask": 0.24721982516348362, "loss_rpn_cls": 0.031068846001289785, "loss_rpn_loc": 0.06823992030695081, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877932004420157, "mask_rcnn/false_negative": 0.0838349344470295, "mask_rcnn/false_positive": 0.13915880336485192, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.157071981113404, "total_loss": 0.831115250941366} {"data_time": 0.013690904481336474, "eta_seconds": 76540.04174943548, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.32665843529015604, "fast_rcnn/fg_cls_accuracy": 0.6475675218732829, "iteration": 24019, "loss_box_reg": 0.25564513355493546, "loss_cls": 0.21305192727595568, "loss_mask": 0.26545655354857445, "loss_rpn_cls": 0.03799200092907995, "loss_rpn_loc": 0.07277746428735554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928365269824708, "mask_rcnn/false_negative": 0.09192425820139274, "mask_rcnn/false_positive": 0.11934687818009357, "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": 1.1607051964383572, "total_loss": 0.8422685239929706} {"data_time": 0.012541681760922074, "eta_seconds": 76556.07547106221, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3164578111946533, "fast_rcnn/fg_cls_accuracy": 0.6413168028552644, "iteration": 24039, "loss_box_reg": 0.2674981150776148, "loss_cls": 0.2365329945459962, "loss_mask": 0.2590271681547165, "loss_rpn_cls": 0.03481315087992698, "loss_rpn_loc": 0.06397007987834513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922184964017761, "mask_rcnn/false_negative": 0.09614291244000128, "mask_rcnn/false_positive": 0.12471253397672272, "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": 1.173227868275717, "total_loss": 0.872352839098312} {"data_time": 0.013144801603630185, "eta_seconds": 76541.50343836751, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.366631230221519, "fast_rcnn/fg_cls_accuracy": 0.6175892688456452, "iteration": 24059, "loss_box_reg": 0.24424451030790806, "loss_cls": 0.2020198181271553, "loss_mask": 0.25400034338235855, "loss_rpn_cls": 0.03642166336067021, "loss_rpn_loc": 0.07669280795380473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909112049595181, "mask_rcnn/false_negative": 0.09602246342712983, "mask_rcnn/false_positive": 0.11923509470236936, "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": 1.1728840821888298, "total_loss": 0.8125444686738774} {"data_time": 0.012013691943138838, "eta_seconds": 76509.64971274137, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35949248120300753, "fast_rcnn/fg_cls_accuracy": 0.6214752988946537, "iteration": 24079, "loss_box_reg": 0.23157460242509842, "loss_cls": 0.20598987210541964, "loss_mask": 0.258712699636817, "loss_rpn_cls": 0.03445089259184897, "loss_rpn_loc": 0.06868985714390874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846250671321161, "mask_rcnn/false_negative": 0.09380335638430368, "mask_rcnn/false_positive": 0.12838916469210043, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1499618606176227, "total_loss": 0.8008308584103361} {"data_time": 0.01262491149827838, "eta_seconds": 76486.43683358096, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3719716330181446, "fast_rcnn/fg_cls_accuracy": 0.6039032749428789, "iteration": 24099, "loss_box_reg": 0.25928144063800573, "loss_cls": 0.21864870563149452, "loss_mask": 0.27049918100237846, "loss_rpn_cls": 0.02931398747023195, "loss_rpn_loc": 0.06445020879618824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8746124837483256, "mask_rcnn/false_negative": 0.0996617289757776, "mask_rcnn/false_positive": 0.14349485124534805, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.152280351612717, "total_loss": 0.8563164364313707} {"data_time": 0.011467613512650132, "eta_seconds": 76463.22395442054, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3413852097438793, "fast_rcnn/fg_cls_accuracy": 0.6228691553776395, "iteration": 24119, "loss_box_reg": 0.2764015141874552, "loss_cls": 0.23561413027346134, "loss_mask": 0.2689299825578928, "loss_rpn_cls": 0.03329458925873041, "loss_rpn_loc": 0.08057823497802019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830744958607795, "mask_rcnn/false_negative": 0.0888478007317798, "mask_rcnn/false_positive": 0.16108883059610385, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1592044429853559, "total_loss": 0.8972569410689175} {"data_time": 0.01297705085016787, "eta_seconds": 76399.89071319345, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.36760591526778574, "fast_rcnn/fg_cls_accuracy": 0.5940172965288473, "iteration": 24139, "loss_box_reg": 0.23426281847059727, "loss_cls": 0.20063073374330997, "loss_mask": 0.2588991913944483, "loss_rpn_cls": 0.028974546235986054, "loss_rpn_loc": 0.07203851034864783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906633384536611, "mask_rcnn/false_negative": 0.0780258660818077, "mask_rcnn/false_positive": 0.12967844670158038, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1477901372127235, "total_loss": 0.7989390207221732} {"data_time": 0.012603587238118052, "eta_seconds": 76408.57984522358, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3169384379061798, "fast_rcnn/fg_cls_accuracy": 0.6722996515679442, "iteration": 24159, "loss_box_reg": 0.24124997854232788, "loss_cls": 0.2162072118371725, "loss_mask": 0.2468977626413107, "loss_rpn_cls": 0.038588230730965734, "loss_rpn_loc": 0.07303361815866083, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921071561694707, "mask_rcnn/false_negative": 0.09034155135943184, "mask_rcnn/false_positive": 0.12285188405582552, "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": 1.1661469351965934, "total_loss": 0.8362100529484451} {"data_time": 0.012570269405841827, "eta_seconds": 76402.21043847967, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3453962639549022, "fast_rcnn/fg_cls_accuracy": 0.6368796286061678, "iteration": 24179, "loss_box_reg": 0.2547261714935303, "loss_cls": 0.2122564776800573, "loss_mask": 0.2587717529386282, "loss_rpn_cls": 0.03619086043909192, "loss_rpn_loc": 0.08156106853857636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816935796561443, "mask_rcnn/false_negative": 0.10452814929079923, "mask_rcnn/false_positive": 0.14174124082369668, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1745789975393564, "total_loss": 0.8161050457274541} {"data_time": 0.012371546821668744, "eta_seconds": 76392.16576288454, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31387192423437776, "fast_rcnn/fg_cls_accuracy": 0.6277513047424552, "iteration": 24199, "loss_box_reg": 0.25656674802303314, "loss_cls": 0.2027526581659913, "loss_mask": 0.25813649222254753, "loss_rpn_cls": 0.038688285276293755, "loss_rpn_loc": 0.068863146007061, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915910089904688, "mask_rcnn/false_negative": 0.09230923215707168, "mask_rcnn/false_positive": 0.11918096393746837, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.156531207729131, "total_loss": 0.8086141992826015} {"data_time": 0.01247580605559051, "eta_seconds": 76368.94625961315, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34315428871150155, "fast_rcnn/fg_cls_accuracy": 0.6136094674556213, "iteration": 24219, "loss_box_reg": 0.25792955979704857, "loss_cls": 0.20378806442022324, "loss_mask": 0.26113702170550823, "loss_rpn_cls": 0.03649517288431525, "loss_rpn_loc": 0.08169081807136536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918182846438901, "mask_rcnn/false_negative": 0.08925349860065937, "mask_rcnn/false_positive": 0.13165095938712107, "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": 1.16138975485228, "total_loss": 0.827068148413673} {"data_time": 0.011848259484395385, "eta_seconds": 76366.51840467006, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.39727200284837494, "fast_rcnn/fg_cls_accuracy": 0.5761457109283197, "iteration": 24239, "loss_box_reg": 0.2473333738744259, "loss_cls": 0.21514374390244484, "loss_mask": 0.2585223391652107, "loss_rpn_cls": 0.03550044976873323, "loss_rpn_loc": 0.07806580467149615, "lr": 0.0001, "mask_rcnn/accuracy": 0.879319994906175, "mask_rcnn/false_negative": 0.08990572109377512, "mask_rcnn/false_positive": 0.13277609151459668, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.173209574772045, "total_loss": 0.8317519249394536} {"data_time": 0.01279320358298719, "eta_seconds": 76358.55349658523, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3401402278702892, "fast_rcnn/fg_cls_accuracy": 0.6371399841988077, "iteration": 24259, "loss_box_reg": 0.23472981713712215, "loss_cls": 0.20461003854870796, "loss_mask": 0.24956726096570492, "loss_rpn_cls": 0.03844576084520668, "loss_rpn_loc": 0.06977470009587705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887992023988667, "mask_rcnn/false_negative": 0.1070118952798628, "mask_rcnn/false_positive": 0.1255949344073752, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1659300972241908, "total_loss": 0.8223052059765905} {"data_time": 0.013171853963285685, "eta_seconds": 76332.50644069165, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31841271575267643, "fast_rcnn/fg_cls_accuracy": 0.670691514251419, "iteration": 24279, "loss_box_reg": 0.25677794218063354, "loss_cls": 0.21868348494172096, "loss_mask": 0.25823902152478695, "loss_rpn_cls": 0.03429777058772743, "loss_rpn_loc": 0.07380775851197541, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894597964294266, "mask_rcnn/false_negative": 0.08663423033423648, "mask_rcnn/false_positive": 0.1289984532911302, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1691108283121139, "total_loss": 0.841958569129929} {"data_time": 0.011715882923454046, "eta_seconds": 76262.91743859183, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.34214857315415975, "fast_rcnn/fg_cls_accuracy": 0.6347896415894079, "iteration": 24299, "loss_box_reg": 0.24255739152431488, "loss_cls": 0.21933788061141968, "loss_mask": 0.2521757408976555, "loss_rpn_cls": 0.03309675253694877, "loss_rpn_loc": 0.0774256921140477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906756692417119, "mask_rcnn/false_negative": 0.10279692483116062, "mask_rcnn/false_positive": 0.13119804601137708, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.156685400987044, "total_loss": 0.8303039637394249} {"data_time": 0.012653084704652429, "eta_seconds": 76273.61509760842, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.33806442257146485, "fast_rcnn/fg_cls_accuracy": 0.657240741747784, "iteration": 24319, "loss_box_reg": 0.25286159478127956, "loss_cls": 0.2097432343289256, "loss_mask": 0.2498950306326151, "loss_rpn_cls": 0.03067114856094122, "loss_rpn_loc": 0.0650199893862009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834506818340035, "mask_rcnn/false_negative": 0.1010632503478601, "mask_rcnn/false_positive": 0.1307708776317727, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1668059264775366, "total_loss": 0.8068859105696902} {"data_time": 0.011768464930355549, "eta_seconds": 76244.17391976807, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.368657154809481, "fast_rcnn/fg_cls_accuracy": 0.5810289927936987, "iteration": 24339, "loss_box_reg": 0.26563916727900505, "loss_cls": 0.22563782148063183, "loss_mask": 0.267302006483078, "loss_rpn_cls": 0.03560805565211922, "loss_rpn_loc": 0.07454994774889201, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803668170353152, "mask_rcnn/false_negative": 0.09665195006858776, "mask_rcnn/false_positive": 0.14533535300983103, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1604960733093321, "total_loss": 0.8794507088605314} {"data_time": 0.01239008130505681, "eta_seconds": 76267.52461826429, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3589451476793249, "fast_rcnn/fg_cls_accuracy": 0.5996955949414695, "iteration": 24359, "loss_box_reg": 0.2628473760560155, "loss_cls": 0.23593936674296856, "loss_mask": 0.27185750752687454, "loss_rpn_cls": 0.035010443651117384, "loss_rpn_loc": 0.07884948374703526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741892730115592, "mask_rcnn/false_negative": 0.10928887234965393, "mask_rcnn/false_positive": 0.15068203892098575, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1747565856203437, "total_loss": 0.8869023132137954} {"data_time": 0.011691460618749261, "eta_seconds": 76227.47585096397, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3487707462197079, "fast_rcnn/fg_cls_accuracy": 0.6108673181732758, "iteration": 24379, "loss_box_reg": 0.27404054068028927, "loss_cls": 0.232433857396245, "loss_mask": 0.26857304759323597, "loss_rpn_cls": 0.03958100115414709, "loss_rpn_loc": 0.07672669878229499, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810214134698795, "mask_rcnn/false_negative": 0.09452751608208312, "mask_rcnn/false_positive": 0.12979517917301164, "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": 1.1344465436413884, "total_loss": 0.9020741075510159} {"data_time": 0.011674623237922788, "eta_seconds": 76195.94020955265, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3325844344016283, "fast_rcnn/fg_cls_accuracy": 0.6422077922077922, "iteration": 24399, "loss_box_reg": 0.2567706722766161, "loss_cls": 0.21908218134194613, "loss_mask": 0.2536771483719349, "loss_rpn_cls": 0.037570324493572116, "loss_rpn_loc": 0.07419039192609489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912093847490083, "mask_rcnn/false_negative": 0.08573250356129966, "mask_rcnn/false_positive": 0.13752173052167527, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 1.1631685504689813, "total_loss": 0.8542194397887215} {"data_time": 0.011993969790637493, "eta_seconds": 76146.85105133336, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34984433215944466, "fast_rcnn/fg_cls_accuracy": 0.626179604261796, "iteration": 24419, "loss_box_reg": 0.2507013715803623, "loss_cls": 0.21060443297028542, "loss_mask": 0.25813867151737213, "loss_rpn_cls": 0.03630865167360753, "loss_rpn_loc": 0.07852201675996184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864796117460501, "mask_rcnn/false_negative": 0.09736587028375354, "mask_rcnn/false_positive": 0.12232571327521982, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1335362666286528, "total_loss": 0.852841506479308} {"data_time": 0.013138815527781844, "eta_seconds": 76123.62846790813, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3559984011876891, "fast_rcnn/fg_cls_accuracy": 0.594422816519973, "iteration": 24439, "loss_box_reg": 0.26493445597589016, "loss_cls": 0.2198916058987379, "loss_mask": 0.26742142997682095, "loss_rpn_cls": 0.03860060404986143, "loss_rpn_loc": 0.07301953807473183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797807954726891, "mask_rcnn/false_negative": 0.09908302669948085, "mask_rcnn/false_positive": 0.1278129117290404, "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": 1.1660598604939878, "total_loss": 0.8849888646509498} {"data_time": 0.012637304840609431, "eta_seconds": 76044.2877439363, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.33558854609654887, "fast_rcnn/fg_cls_accuracy": 0.6320191158900836, "iteration": 24459, "loss_box_reg": 0.2511105574667454, "loss_cls": 0.23420810885727406, "loss_mask": 0.2585598733276129, "loss_rpn_cls": 0.04326131381094456, "loss_rpn_loc": 0.07922787684947252, "lr": 0.0001, "mask_rcnn/accuracy": 0.884500209518986, "mask_rcnn/false_negative": 0.10602308354634135, "mask_rcnn/false_positive": 0.12381601793456011, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.1582988612353802, "total_loss": 0.9098930405452847} {"data_time": 0.012580235721543431, "eta_seconds": 76039.55860840157, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3767939841349901, "fast_rcnn/fg_cls_accuracy": 0.5754435547181662, "iteration": 24479, "loss_box_reg": 0.2763925828039646, "loss_cls": 0.2424466758966446, "loss_mask": 0.26468207873404026, "loss_rpn_cls": 0.03958869748748839, "loss_rpn_loc": 0.08523978805169463, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825689686136324, "mask_rcnn/false_negative": 0.09831998600078617, "mask_rcnn/false_positive": 0.13631017078739568, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.168880511308089, "total_loss": 0.9096949634258635} {"data_time": 0.012127282563596964, "eta_seconds": 76004.26496309228, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33021352012828087, "fast_rcnn/fg_cls_accuracy": 0.648830616583983, "iteration": 24499, "loss_box_reg": 0.2561438586562872, "loss_cls": 0.21524342987686396, "loss_mask": 0.2664308752864599, "loss_rpn_cls": 0.03634323237929493, "loss_rpn_loc": 0.07890111266169697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903168769266103, "mask_rcnn/false_negative": 0.10339796231036556, "mask_rcnn/false_positive": 0.10779912694966923, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1661372720263898, "total_loss": 0.8331818977021612} {"data_time": 0.01217942452058196, "eta_seconds": 75960.01718328334, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32724241631799167, "fast_rcnn/fg_cls_accuracy": 0.6355600637588755, "iteration": 24519, "loss_box_reg": 0.2557114437222481, "loss_cls": 0.20766684040427208, "loss_mask": 0.25383545830845833, "loss_rpn_cls": 0.03489963395986706, "loss_rpn_loc": 0.0713635494466871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868210152361999, "mask_rcnn/false_negative": 0.09566122148010478, "mask_rcnn/false_positive": 0.13087498684753102, "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": 1.1592201490420848, "total_loss": 0.8464944490697235} {"data_time": 0.011021266458556056, "eta_seconds": 75951.46590964403, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.38820980696068763, "fast_rcnn/fg_cls_accuracy": 0.5886680744146263, "iteration": 24539, "loss_box_reg": 0.23560089990496635, "loss_cls": 0.20188073627650738, "loss_mask": 0.24940389022231102, "loss_rpn_cls": 0.030772486294154078, "loss_rpn_loc": 0.06720353686250746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820191412256448, "mask_rcnn/false_negative": 0.10023742995127216, "mask_rcnn/false_positive": 0.12817354758936206, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1642315839417279, "total_loss": 0.8053369455155917} {"data_time": 0.011802007909864187, "eta_seconds": 75928.26045107096, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3940026049086247, "fast_rcnn/fg_cls_accuracy": 0.5581220236883878, "iteration": 24559, "loss_box_reg": 0.2671373803168535, "loss_cls": 0.24143705144524574, "loss_mask": 0.2608471680432558, "loss_rpn_cls": 0.039754398399963975, "loss_rpn_loc": 0.08445376437157393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817569961543176, "mask_rcnn/false_negative": 0.1063074541174237, "mask_rcnn/false_positive": 0.12951513782666763, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1611052106600255, "total_loss": 0.8966445706319064} {"data_time": 0.012351310579106212, "eta_seconds": 75890.41423534509, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4009006357428774, "fast_rcnn/fg_cls_accuracy": 0.5926723582058755, "iteration": 24579, "loss_box_reg": 0.23493454977869987, "loss_cls": 0.19878006912767887, "loss_mask": 0.24963081441819668, "loss_rpn_cls": 0.029102849308401346, "loss_rpn_loc": 0.06899151252582669, "lr": 0.0001, "mask_rcnn/accuracy": 0.897583238547546, "mask_rcnn/false_negative": 0.09715362023039151, "mask_rcnn/false_positive": 0.12173844589934321, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1630294513888657, "total_loss": 0.8023738251067698} {"data_time": 0.012827069498598576, "eta_seconds": 75882.1933623869, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.3554192648857639, "fast_rcnn/fg_cls_accuracy": 0.5936877076411959, "iteration": 24599, "loss_box_reg": 0.24555222131311893, "loss_cls": 0.2125266995280981, "loss_mask": 0.2621415574103594, "loss_rpn_cls": 0.03462374658556655, "loss_rpn_loc": 0.0702381613664329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856327434297913, "mask_rcnn/false_negative": 0.10160564851955414, "mask_rcnn/false_positive": 0.1438216479767995, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1694750420283526, "total_loss": 0.8446761800441891} {"data_time": 0.013000288512557745, "eta_seconds": 75885.7931025466, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.32213513286947776, "fast_rcnn/fg_cls_accuracy": 0.6254158630665381, "iteration": 24619, "loss_box_reg": 0.2638527397066355, "loss_cls": 0.22568990988656878, "loss_mask": 0.2661828175187111, "loss_rpn_cls": 0.0400375496246852, "loss_rpn_loc": 0.08071001968346536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850479980724684, "mask_rcnn/false_negative": 0.1040920328280242, "mask_rcnn/false_positive": 0.13216381248340087, "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": 1.168780482141301, "total_loss": 0.8857715991325676} {"data_time": 0.01177273876965046, "eta_seconds": 75880.9823594056, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3899817509709419, "fast_rcnn/fg_cls_accuracy": 0.5780076829055352, "iteration": 24639, "loss_box_reg": 0.2463147547096014, "loss_cls": 0.2193956896662712, "loss_mask": 0.26625731587409973, "loss_rpn_cls": 0.04078229144215584, "loss_rpn_loc": 0.09178536245599389, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841762558730641, "mask_rcnn/false_negative": 0.10837565112725836, "mask_rcnn/false_positive": 0.12520845690019677, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1633892513345927, "total_loss": 0.8562029170570895} {"data_time": 0.01149226725101471, "eta_seconds": 75880.83847470582, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3261376978681869, "fast_rcnn/fg_cls_accuracy": 0.6568246568246568, "iteration": 24659, "loss_box_reg": 0.27913983166217804, "loss_cls": 0.2290284065529704, "loss_mask": 0.2704229336231947, "loss_rpn_cls": 0.0371601979713887, "loss_rpn_loc": 0.0974938734434545, "lr": 0.0001, "mask_rcnn/accuracy": 0.886480558918264, "mask_rcnn/false_negative": 0.09962703360735517, "mask_rcnn/false_positive": 0.1284809883299918, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.17564733652398, "total_loss": 0.8963812658330426} {"data_time": 0.012857757043093443, "eta_seconds": 75789.37110750936, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.35614791987673344, "fast_rcnn/fg_cls_accuracy": 0.6344632768361582, "iteration": 24679, "loss_box_reg": 0.24949700012803078, "loss_cls": 0.20598876103758812, "loss_mask": 0.2640347220003605, "loss_rpn_cls": 0.0325179691426456, "loss_rpn_loc": 0.06909426325000823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922522741649003, "mask_rcnn/false_negative": 0.08881406444717681, "mask_rcnn/false_positive": 0.13135106311813752, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1551523839589208, "total_loss": 0.8088565472280607} {"data_time": 0.012303648982197046, "eta_seconds": 75811.32417486515, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37170827633378933, "fast_rcnn/fg_cls_accuracy": 0.6044433032548358, "iteration": 24699, "loss_box_reg": 0.24986598826944828, "loss_cls": 0.21609575115144253, "loss_mask": 0.259399963542819, "loss_rpn_cls": 0.037818345706909895, "loss_rpn_loc": 0.09655210329219699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8746274513309624, "mask_rcnn/false_negative": 0.10103148991699826, "mask_rcnn/false_positive": 0.14429484924292896, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1630267074797302, "total_loss": 0.8382690255530179} {"data_time": 0.01276443712413311, "eta_seconds": 75799.44776415825, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.4182027649769585, "fast_rcnn/fg_cls_accuracy": 0.5668202764976958, "iteration": 24719, "loss_box_reg": 0.24447830021381378, "loss_cls": 0.20684428699314594, "loss_mask": 0.2617184817790985, "loss_rpn_cls": 0.034548350842669606, "loss_rpn_loc": 0.07181342667900026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851153756957328, "mask_rcnn/false_negative": 0.10006203574329023, "mask_rcnn/false_positive": 0.1318156267299706, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1677544943522662, "total_loss": 0.8372056774096563} {"data_time": 0.011966990539804101, "eta_seconds": 75780.1367101213, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3535282258064516, "fast_rcnn/fg_cls_accuracy": 0.6032724181895452, "iteration": 24739, "loss_box_reg": 0.2515109423547983, "loss_cls": 0.21194473281502724, "loss_mask": 0.250748198479414, "loss_rpn_cls": 0.03001163771841675, "loss_rpn_loc": 0.07183623965829611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981332495482228, "mask_rcnn/false_negative": 0.09425732144870597, "mask_rcnn/false_positive": 0.12279523705480444, "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": 1.1474199295043945, "total_loss": 0.8073855407419614} {"data_time": 0.01227742014452815, "eta_seconds": 75764.70618441701, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.33256766381766384, "fast_rcnn/fg_cls_accuracy": 0.6464285714285715, "iteration": 24759, "loss_box_reg": 0.27399204298853874, "loss_cls": 0.2409587986767292, "loss_mask": 0.26112663373351097, "loss_rpn_cls": 0.035902673145756125, "loss_rpn_loc": 0.07909698039293289, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934174547011786, "mask_rcnn/false_negative": 0.09157638683539265, "mask_rcnn/false_positive": 0.12016989578381647, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1680855813901871, "total_loss": 0.8736771582625806} {"data_time": 0.011689567007124424, "eta_seconds": 75741.47972635925, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.42580495779628547, "fast_rcnn/fg_cls_accuracy": 0.5423691624465723, "iteration": 24779, "loss_box_reg": 0.2672519329935312, "loss_cls": 0.2195692751556635, "loss_mask": 0.2827727906405926, "loss_rpn_cls": 0.03926936723291874, "loss_rpn_loc": 0.07969616865739226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830200626968705, "mask_rcnn/false_negative": 0.121792354749244, "mask_rcnn/false_positive": 0.12010615299406434, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1528243815992028, "total_loss": 0.9091941600199789} {"data_time": 0.011462063994258642, "eta_seconds": 75718.25326830149, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.34908845897678165, "fast_rcnn/fg_cls_accuracy": 0.6224913905711911, "iteration": 24799, "loss_box_reg": 0.23555916547775269, "loss_cls": 0.20002807304263115, "loss_mask": 0.26595672592520714, "loss_rpn_cls": 0.040561687434092164, "loss_rpn_loc": 0.07414453430101275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816422072133885, "mask_rcnn/false_negative": 0.10103968282399743, "mask_rcnn/false_positive": 0.13219153098237815, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.138951720437035, "total_loss": 0.8341075541684404} {"data_time": 0.011406580684706569, "eta_seconds": 75687.24043465685, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3399092510678209, "fast_rcnn/fg_cls_accuracy": 0.6257177203777227, "iteration": 24819, "loss_box_reg": 0.2453436180949211, "loss_cls": 0.20914061926305294, "loss_mask": 0.2506562117487192, "loss_rpn_cls": 0.035665003350004554, "loss_rpn_loc": 0.08845811989158392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939373046515904, "mask_rcnn/false_negative": 0.09051375545643167, "mask_rcnn/false_positive": 0.12359403845377898, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1575344079174101, "total_loss": 0.8232959505403414} {"data_time": 0.013381897937506437, "eta_seconds": 75674.66843049042, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3272294832124879, "fast_rcnn/fg_cls_accuracy": 0.6243997285729199, "iteration": 24839, "loss_box_reg": 0.2605893015861511, "loss_cls": 0.22469647601246834, "loss_mask": 0.27022410556674004, "loss_rpn_cls": 0.04084821417927742, "loss_rpn_loc": 0.06468293536454439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826322104443918, "mask_rcnn/false_negative": 0.09700210566343323, "mask_rcnn/false_positive": 0.1301627264640599, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1651214249432087, "total_loss": 0.8743899958208203} {"data_time": 0.013015417847782373, "eta_seconds": 75687.38278165925, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3603860240683681, "fast_rcnn/fg_cls_accuracy": 0.6076973485230366, "iteration": 24859, "loss_box_reg": 0.24808277189731598, "loss_cls": 0.20745336450636387, "loss_mask": 0.26026897318661213, "loss_rpn_cls": 0.03990799584425986, "loss_rpn_loc": 0.07819341123104095, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923649961825086, "mask_rcnn/false_negative": 0.09050664133390388, "mask_rcnn/false_positive": 0.12437363613878341, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.163440096192062, "total_loss": 0.8412968845805153} {"data_time": 0.011739324079826474, "eta_seconds": 75676.46537266672, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.326063591580833, "fast_rcnn/fg_cls_accuracy": 0.6427798005759026, "iteration": 24879, "loss_box_reg": 0.26102836173959076, "loss_cls": 0.2163055520504713, "loss_mask": 0.2553348671644926, "loss_rpn_cls": 0.03695424913894385, "loss_rpn_loc": 0.07549350569024682, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940620535619901, "mask_rcnn/false_negative": 0.10167290123014826, "mask_rcnn/false_positive": 0.12138408541043325, "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": 1.1705851366277784, "total_loss": 0.8482498060911894} {"data_time": 0.012273456901311874, "eta_seconds": 75640.90603447985, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.354921580890017, "fast_rcnn/fg_cls_accuracy": 0.6003261842573178, "iteration": 24899, "loss_box_reg": 0.22155223321169615, "loss_cls": 0.1904903892427683, "loss_mask": 0.23884686827659607, "loss_rpn_cls": 0.024127800832502544, "loss_rpn_loc": 0.06644783169031143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816071160508717, "mask_rcnn/false_negative": 0.08837832963694572, "mask_rcnn/false_positive": 0.14061404625908142, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1484065491240472, "total_loss": 0.7579815813223831} {"data_time": 0.012120547937229276, "eta_seconds": 75647.05128491856, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3752296387017759, "fast_rcnn/fg_cls_accuracy": 0.5800560907592851, "iteration": 24919, "loss_box_reg": 0.26112843304872513, "loss_cls": 0.23099848814308643, "loss_mask": 0.26630700938403606, "loss_rpn_cls": 0.03536957195319701, "loss_rpn_loc": 0.08336710697039962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8744892592380571, "mask_rcnn/false_negative": 0.09511564166732811, "mask_rcnn/false_positive": 0.1464604704416159, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 1.1692567486315966, "total_loss": 0.8572754656197503} {"data_time": 0.011839239858090878, "eta_seconds": 75623.80388132762, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4055419233580453, "fast_rcnn/fg_cls_accuracy": 0.5461035854190963, "iteration": 24939, "loss_box_reg": 0.2355578262358904, "loss_cls": 0.20879014488309622, "loss_mask": 0.24997428804636002, "loss_rpn_cls": 0.027861502021551132, "loss_rpn_loc": 0.06632468325551599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843461388701118, "mask_rcnn/false_negative": 0.09741427550120643, "mask_rcnn/false_positive": 0.1331879571811502, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.158938373439014, "total_loss": 0.8024745924049057} {"data_time": 0.012265278026461601, "eta_seconds": 75592.66666436568, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.34554198680110704, "fast_rcnn/fg_cls_accuracy": 0.6278336145550583, "iteration": 24959, "loss_box_reg": 0.25568097829818726, "loss_cls": 0.2164381155744195, "loss_mask": 0.26357818953692913, "loss_rpn_cls": 0.03577410988509655, "loss_rpn_loc": 0.07266691140830517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877094120621435, "mask_rcnn/false_negative": 0.09672908975880609, "mask_rcnn/false_positive": 0.131631973502211, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1626225204672664, "total_loss": 0.8599476853269152} {"data_time": 0.011030640918761492, "eta_seconds": 75580.33183835912, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3783823692273617, "fast_rcnn/fg_cls_accuracy": 0.6115858835689764, "iteration": 24979, "loss_box_reg": 0.2319410853087902, "loss_cls": 0.20450288336724043, "loss_mask": 0.25584927946329117, "loss_rpn_cls": 0.03663452691398561, "loss_rpn_loc": 0.07166676316410303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865111349689272, "mask_rcnn/false_negative": 0.10506974974930886, "mask_rcnn/false_positive": 0.12814162639711896, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1597972090821713, "total_loss": 0.7960489090764895} {"data_time": 0.011616834904998541, "eta_seconds": 75572.27614102885, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.34772560735020575, "fast_rcnn/fg_cls_accuracy": 0.6040596416489161, "iteration": 24999, "loss_box_reg": 0.24007638357579708, "loss_cls": 0.2179114706814289, "loss_mask": 0.2598630655556917, "loss_rpn_cls": 0.0382126480108127, "loss_rpn_loc": 0.07458149874582887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843715450959206, "mask_rcnn/false_negative": 0.1044229929581067, "mask_rcnn/false_positive": 0.1323024284434421, "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": 1.1647469508461654, "total_loss": 0.8293980592861772} {"data_time": 0.01252357428893447, "eta_seconds": 75528.0701837875, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3641540323154673, "fast_rcnn/fg_cls_accuracy": 0.6211830023489217, "iteration": 25019, "loss_box_reg": 0.23347010277211666, "loss_cls": 0.20592966862022877, "loss_mask": 0.26403728127479553, "loss_rpn_cls": 0.031207214342430234, "loss_rpn_loc": 0.07090205233544111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811595629808584, "mask_rcnn/false_negative": 0.09679365879578225, "mask_rcnn/false_positive": 0.13820718969256707, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.140986162237823, "total_loss": 0.8050948423333466} {"data_time": 0.012917758664116263, "eta_seconds": 75498.30437406898, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2806015693112467, "fast_rcnn/fg_cls_accuracy": 0.695534913125051, "iteration": 25039, "loss_box_reg": 0.24711722694337368, "loss_cls": 0.19138303957879543, "loss_mask": 0.2558813653886318, "loss_rpn_cls": 0.04111309256404638, "loss_rpn_loc": 0.07994847395457327, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881707487908458, "mask_rcnn/false_negative": 0.10134469479814365, "mask_rcnn/false_positive": 0.12518144569030487, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.159267271636054, "total_loss": 0.8206126206787303} {"data_time": 0.011642745928838849, "eta_seconds": 75455.47228733078, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33645659951405227, "fast_rcnn/fg_cls_accuracy": 0.624042624042624, "iteration": 25059, "loss_box_reg": 0.2660075630992651, "loss_cls": 0.23243595845997334, "loss_mask": 0.25703958608210087, "loss_rpn_cls": 0.03419774310896173, "loss_rpn_loc": 0.0662840767763555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846147042606659, "mask_rcnn/false_negative": 0.09634122096006636, "mask_rcnn/false_positive": 0.13197234029718313, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1490906197577715, "total_loss": 0.855742811691016} {"data_time": 0.013621333288028836, "eta_seconds": 75428.54811287485, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3250534759358289, "fast_rcnn/fg_cls_accuracy": 0.624090909090909, "iteration": 25079, "loss_box_reg": 0.24726538732647896, "loss_cls": 0.20862363371998072, "loss_mask": 0.2553354911506176, "loss_rpn_cls": 0.032253346871584654, "loss_rpn_loc": 0.07420131866820157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911408313325331, "mask_rcnn/false_negative": 0.09875340945756587, "mask_rcnn/false_positive": 0.12056397956475896, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1562867504544556, "total_loss": 0.815229888772592} {"data_time": 0.011980053968727589, "eta_seconds": 75428.57071855105, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.44396246458923516, "fast_rcnn/fg_cls_accuracy": 0.5155519765318302, "iteration": 25099, "loss_box_reg": 0.2579794656485319, "loss_cls": 0.2206394523382187, "loss_mask": 0.27542311511933804, "loss_rpn_cls": 0.0366275345440954, "loss_rpn_loc": 0.08033407432958484, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876850886260613, "mask_rcnn/false_negative": 0.08849164931011641, "mask_rcnn/false_positive": 0.14020647820384505, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1801432240754366, "total_loss": 0.8622960951179266} {"data_time": 0.011849376372992992, "eta_seconds": 75400.71033120155, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.350234210951381, "fast_rcnn/fg_cls_accuracy": 0.634606687126474, "iteration": 25119, "loss_box_reg": 0.24829054437577724, "loss_cls": 0.21496509108692408, "loss_mask": 0.2665893882513046, "loss_rpn_cls": 0.04135274305008352, "loss_rpn_loc": 0.07581084966659546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850535186843904, "mask_rcnn/false_negative": 0.09928158737200074, "mask_rcnn/false_positive": 0.1270746403758034, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1305802850984037, "total_loss": 0.8321105153299868} {"data_time": 0.012372913071885705, "eta_seconds": 75385.13404485304, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.35505430242272346, "fast_rcnn/fg_cls_accuracy": 0.625311557129739, "iteration": 25139, "loss_box_reg": 0.22546304017305374, "loss_cls": 0.20691253803670406, "loss_mask": 0.24840071611106396, "loss_rpn_cls": 0.040220058523118496, "loss_rpn_loc": 0.07838253024965525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988967729136661, "mask_rcnn/false_negative": 0.10092151262197147, "mask_rcnn/false_positive": 0.11285125392364953, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1625113552436233, "total_loss": 0.8458762529771775} {"data_time": 0.012947311392053962, "eta_seconds": 75365.34427080303, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.37904011998500187, "fast_rcnn/fg_cls_accuracy": 0.61464191976003, "iteration": 25159, "loss_box_reg": 0.2505704201757908, "loss_cls": 0.2075114483013749, "loss_mask": 0.2689347006380558, "loss_rpn_cls": 0.04284986946731806, "loss_rpn_loc": 0.0738267945125699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779310607668274, "mask_rcnn/false_negative": 0.10886225706506879, "mask_rcnn/false_positive": 0.15415608183249063, "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": 1.16973516670987, "total_loss": 0.8693240203429013} {"data_time": 0.012588968267664313, "eta_seconds": 75324.85420787241, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36060558021559924, "fast_rcnn/fg_cls_accuracy": 0.6299296565142558, "iteration": 25179, "loss_box_reg": 0.26122952066361904, "loss_cls": 0.22739497385919094, "loss_mask": 0.2719391640275717, "loss_rpn_cls": 0.03444384702015668, "loss_rpn_loc": 0.07036425545811653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899706371987564, "mask_rcnn/false_negative": 0.09262368795554214, "mask_rcnn/false_positive": 0.12956856867382988, "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": 1.1376004435587674, "total_loss": 0.8631720887497067} {"data_time": 0.01272782008163631, "eta_seconds": 75307.7378153801, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35470779220779225, "fast_rcnn/fg_cls_accuracy": 0.6210779175401817, "iteration": 25199, "loss_box_reg": 0.24766265787184238, "loss_cls": 0.20217200741171837, "loss_mask": 0.25358321890234947, "loss_rpn_cls": 0.027839462622068822, "loss_rpn_loc": 0.0716886636801064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977417447242055, "mask_rcnn/false_negative": 0.0831736083363913, "mask_rcnn/false_positive": 0.125517757087881, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.156229235464707, "total_loss": 0.7988569036824629} {"data_time": 0.012215115129947662, "eta_seconds": 75289.27462710999, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3942212301587301, "fast_rcnn/fg_cls_accuracy": 0.5593075176103777, "iteration": 25219, "loss_box_reg": 0.2663434613496065, "loss_cls": 0.22866081539541483, "loss_mask": 0.2660060990601778, "loss_rpn_cls": 0.03982637031003833, "loss_rpn_loc": 0.08057600632309914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878056078289014, "mask_rcnn/false_negative": 0.1112558289943509, "mask_rcnn/false_positive": 0.11778078401146702, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.1631684054154903, "total_loss": 0.8826859085820615} {"data_time": 0.013563808053731918, "eta_seconds": 75265.57894559577, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.4092441614006723, "fast_rcnn/fg_cls_accuracy": 0.5778338278931751, "iteration": 25239, "loss_box_reg": 0.25625968538224697, "loss_cls": 0.2167243156582117, "loss_mask": 0.2666274067014456, "loss_rpn_cls": 0.038993963273242116, "loss_rpn_loc": 0.08887145866174251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799395544931259, "mask_rcnn/false_negative": 0.10648020345378316, "mask_rcnn/false_positive": 0.14711837130979194, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1658480141777545, "total_loss": 0.8689215749036521} {"data_time": 0.013697816990315914, "eta_seconds": 75242.33448020183, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.32915667795754755, "fast_rcnn/fg_cls_accuracy": 0.6337142314510003, "iteration": 25259, "loss_box_reg": 0.2528811953961849, "loss_cls": 0.20955446641892195, "loss_mask": 0.26041149720549583, "loss_rpn_cls": 0.03966208727797493, "loss_rpn_loc": 0.08404975943267345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877012183917439, "mask_rcnn/false_negative": 0.10656992790276998, "mask_rcnn/false_positive": 0.12481937447480362, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1683692892547697, "total_loss": 0.8482348179677501} {"data_time": 0.012270584935322404, "eta_seconds": 75225.69607092068, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.30331030239931855, "fast_rcnn/fg_cls_accuracy": 0.6620323813354787, "iteration": 25279, "loss_box_reg": 0.25642587430775166, "loss_cls": 0.21943405456840992, "loss_mask": 0.2497449554502964, "loss_rpn_cls": 0.038947449647821486, "loss_rpn_loc": 0.07082493603229523, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911928589012053, "mask_rcnn/false_negative": 0.09888681568217747, "mask_rcnn/false_positive": 0.12729474204681906, "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": 1.1787557934876531, "total_loss": 0.8219289898406714} {"data_time": 0.012460311176255345, "eta_seconds": 75202.44956410024, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.367686224775262, "fast_rcnn/fg_cls_accuracy": 0.5984793391511897, "iteration": 25299, "loss_box_reg": 0.24967262148857117, "loss_cls": 0.20814513135701418, "loss_mask": 0.25325716845691204, "loss_rpn_cls": 0.03886784939095378, "loss_rpn_loc": 0.07466806378215551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779754296696951, "mask_rcnn/false_negative": 0.10802179093099824, "mask_rcnn/false_positive": 0.13003612117171762, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1584794200025499, "total_loss": 0.814249666989781} {"data_time": 0.012575607746839523, "eta_seconds": 75172.60108401999, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.31234687298517083, "fast_rcnn/fg_cls_accuracy": 0.6652421652421652, "iteration": 25319, "loss_box_reg": 0.25042562559247017, "loss_cls": 0.2107013314962387, "loss_mask": 0.26360725797712803, "loss_rpn_cls": 0.033501450438052416, "loss_rpn_loc": 0.07662150729447603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866900289456932, "mask_rcnn/false_negative": 0.1032319483512646, "mask_rcnn/false_positive": 0.1363454172472407, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1565673099830747, "total_loss": 0.8471657136688009} {"data_time": 0.011317557422444224, "eta_seconds": 75147.70511889365, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3102746317269968, "fast_rcnn/fg_cls_accuracy": 0.6645919332645338, "iteration": 25339, "loss_box_reg": 0.2598605901002884, "loss_cls": 0.2173784989863634, "loss_mask": 0.2650577686727047, "loss_rpn_cls": 0.03538244421361014, "loss_rpn_loc": 0.07404982624575496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888952602948985, "mask_rcnn/false_negative": 0.10649609308556485, "mask_rcnn/false_positive": 0.1123407098753438, "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": 1.1514812933746725, "total_loss": 0.8474094766424969} {"data_time": 0.013252761447802186, "eta_seconds": 75104.22145113349, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3708890746934225, "fast_rcnn/fg_cls_accuracy": 0.5888240857503153, "iteration": 25359, "loss_box_reg": 0.2543907593935728, "loss_cls": 0.22882045712321997, "loss_mask": 0.269965847954154, "loss_rpn_cls": 0.037101831927429885, "loss_rpn_loc": 0.07350779417902231, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914219141183319, "mask_rcnn/false_negative": 0.10149747224691322, "mask_rcnn/false_positive": 0.11211045865109515, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1683446748647839, "total_loss": 0.8464338220655918} {"data_time": 0.012604488991200924, "eta_seconds": 75101.38800645713, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3347360240744721, "fast_rcnn/fg_cls_accuracy": 0.613520126166227, "iteration": 25379, "loss_box_reg": 0.25289840810000896, "loss_cls": 0.222884570248425, "loss_mask": 0.26781717874109745, "loss_rpn_cls": 0.040090026217512786, "loss_rpn_loc": 0.07978281541727483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813445482496701, "mask_rcnn/false_negative": 0.09771984786424553, "mask_rcnn/false_positive": 0.15074406142168523, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 1.1685840673744678, "total_loss": 0.8658718548249453} {"data_time": 0.011045190505683422, "eta_seconds": 75078.14399902709, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3088972724716468, "fast_rcnn/fg_cls_accuracy": 0.626059574738784, "iteration": 25399, "loss_box_reg": 0.26175472140312195, "loss_cls": 0.221004543825984, "loss_mask": 0.2619680557399988, "loss_rpn_cls": 0.0395829644985497, "loss_rpn_loc": 0.07858594669960439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820478606065555, "mask_rcnn/false_negative": 0.09888055649529297, "mask_rcnn/false_positive": 0.12537109460993398, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1664950433187187, "total_loss": 0.8561608685413375} {"data_time": 0.01260314672254026, "eta_seconds": 75065.67189733032, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36423218178017974, "fast_rcnn/fg_cls_accuracy": 0.6231848836502825, "iteration": 25419, "loss_box_reg": 0.23891113232821226, "loss_cls": 0.19934437237679958, "loss_mask": 0.24687502346932888, "loss_rpn_cls": 0.036201688926666975, "loss_rpn_loc": 0.07114765048027039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835612720129848, "mask_rcnn/false_negative": 0.09914209998129939, "mask_rcnn/false_positive": 0.12638106833177926, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1652450549881905, "total_loss": 0.7752372937975451} {"data_time": 0.01233329065144062, "eta_seconds": 75039.72401635721, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.35083685083685084, "fast_rcnn/fg_cls_accuracy": 0.6234384195039933, "iteration": 25439, "loss_box_reg": 0.28923015482723713, "loss_cls": 0.22849209234118462, "loss_mask": 0.2618483416736126, "loss_rpn_cls": 0.03801883838605136, "loss_rpn_loc": 0.07405867427587509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809244100797315, "mask_rcnn/false_negative": 0.0844977302889684, "mask_rcnn/false_positive": 0.14317212261648316, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1496088842395693, "total_loss": 0.9300535129150376} {"data_time": 0.012095412937924266, "eta_seconds": 75013.20615564007, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3870276519220888, "fast_rcnn/fg_cls_accuracy": 0.5896360759493671, "iteration": 25459, "loss_box_reg": 0.24796052277088165, "loss_cls": 0.2172845248132944, "loss_mask": 0.250613696873188, "loss_rpn_cls": 0.03629176178947091, "loss_rpn_loc": 0.08258328633382916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839522983609218, "mask_rcnn/false_negative": 0.09948771555430674, "mask_rcnn/false_positive": 0.13349525994820782, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.153728234115988, "total_loss": 0.8445135636720806} {"data_time": 0.012868375051766634, "eta_seconds": 74964.79529744945, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40211221768859834, "fast_rcnn/fg_cls_accuracy": 0.5824155653450808, "iteration": 25479, "loss_box_reg": 0.2561070267111063, "loss_cls": 0.21210958808660507, "loss_mask": 0.263958215713501, "loss_rpn_cls": 0.0381499610375613, "loss_rpn_loc": 0.07942936476320028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803020385785894, "mask_rcnn/false_negative": 0.10258544407298394, "mask_rcnn/false_positive": 0.12935813462804754, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.132228839211166, "total_loss": 0.8466474870219827} {"data_time": 0.012476606527343392, "eta_seconds": 74938.28923988622, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3531450577663671, "fast_rcnn/fg_cls_accuracy": 0.6102272318699888, "iteration": 25499, "loss_box_reg": 0.24466814659535885, "loss_cls": 0.22173362784087658, "loss_mask": 0.2599969208240509, "loss_rpn_cls": 0.03126308391802013, "loss_rpn_loc": 0.07890970073640347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883098904044955, "mask_rcnn/false_negative": 0.09807551369982946, "mask_rcnn/false_positive": 0.13646677856717127, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1488980110734701, "total_loss": 0.8566458787536249} {"data_time": 0.01339187752455473, "eta_seconds": 74922.57244255394, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3242413636010089, "fast_rcnn/fg_cls_accuracy": 0.630965143947912, "iteration": 25519, "loss_box_reg": 0.2551167253404856, "loss_cls": 0.21496385987848043, "loss_mask": 0.2588911447674036, "loss_rpn_cls": 0.033572812331840396, "loss_rpn_loc": 0.07387599069625139, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989878097020954, "mask_rcnn/false_negative": 0.1029167201169643, "mask_rcnn/false_positive": 0.1277291999827352, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1772455205209553, "total_loss": 0.8601921703666449} {"data_time": 0.013821332016959786, "eta_seconds": 74895.08222060744, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.344534984440666, "fast_rcnn/fg_cls_accuracy": 0.6166769986683198, "iteration": 25539, "loss_box_reg": 0.25050225853919983, "loss_cls": 0.2105565844103694, "loss_mask": 0.2608940675854683, "loss_rpn_cls": 0.03607236559037119, "loss_rpn_loc": 0.07076590321958065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772817952029768, "mask_rcnn/false_negative": 0.11511839001480757, "mask_rcnn/false_positive": 0.1280407396918635, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1618105990346521, "total_loss": 0.8592010072316043} {"data_time": 0.012540781637653708, "eta_seconds": 74876.0944199469, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3490128020194735, "fast_rcnn/fg_cls_accuracy": 0.633562532433835, "iteration": 25559, "loss_box_reg": 0.24432381335645914, "loss_cls": 0.2013889909721911, "loss_mask": 0.24865604937076569, "loss_rpn_cls": 0.032770298537798226, "loss_rpn_loc": 0.06004739424679428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915709113994181, "mask_rcnn/false_negative": 0.09291483495838895, "mask_rcnn/false_positive": 0.13575601805285156, "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": 1.1675237300805748, "total_loss": 0.7879409084562212} {"data_time": 0.011697269510477781, "eta_seconds": 74856.98743939865, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.36416205477508157, "fast_rcnn/fg_cls_accuracy": 0.6069558622039538, "iteration": 25579, "loss_box_reg": 0.25709672551602125, "loss_cls": 0.2165932711213827, "loss_mask": 0.26190533488988876, "loss_rpn_cls": 0.03995862737065181, "loss_rpn_loc": 0.07938228361308575, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835416914190666, "mask_rcnn/false_negative": 0.09957228591049465, "mask_rcnn/false_positive": 0.12810781673415697, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1703689775895327, "total_loss": 0.8630722572561353} {"data_time": 0.012403590139001608, "eta_seconds": 74829.61639733985, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.33194586245713237, "fast_rcnn/fg_cls_accuracy": 0.6146417445482866, "iteration": 25599, "loss_box_reg": 0.2651541158556938, "loss_cls": 0.21922916360199451, "loss_mask": 0.2546515055000782, "loss_rpn_cls": 0.041912281420081854, "loss_rpn_loc": 0.07395036984235048, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036895313681028, "mask_rcnn/false_negative": 0.0869170617046359, "mask_rcnn/false_positive": 0.11105388226154803, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1730488603934646, "total_loss": 0.8482931836042553} {"data_time": 0.012569046812132001, "eta_seconds": 74800.22821729537, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34382621420110093, "fast_rcnn/fg_cls_accuracy": 0.6317980885969554, "iteration": 25619, "loss_box_reg": 0.23754380457103252, "loss_cls": 0.19939137669280171, "loss_mask": 0.25183435901999474, "loss_rpn_cls": 0.03171758423559368, "loss_rpn_loc": 0.07893965626135468, "lr": 0.0001, "mask_rcnn/accuracy": 0.883481351597711, "mask_rcnn/false_negative": 0.0938905676377717, "mask_rcnn/false_positive": 0.13300818690923266, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1637175555806607, "total_loss": 0.7955071280011907} {"data_time": 0.012489087646827102, "eta_seconds": 74754.04541024938, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3439461793754248, "fast_rcnn/fg_cls_accuracy": 0.6421938102283178, "iteration": 25639, "loss_box_reg": 0.24075078964233398, "loss_cls": 0.21345618553459644, "loss_mask": 0.25739908404648304, "loss_rpn_cls": 0.03371691855136305, "loss_rpn_loc": 0.07386707840487361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768108218654377, "mask_rcnn/false_negative": 0.09769598357011, "mask_rcnn/false_positive": 0.1422003045748565, "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": 1.144420221215114, "total_loss": 0.8122068580705673} {"data_time": 0.011824088403955102, "eta_seconds": 74698.52563672233, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3248610152247374, "fast_rcnn/fg_cls_accuracy": 0.6405491698595147, "iteration": 25659, "loss_box_reg": 0.23544335179030895, "loss_cls": 0.19144937209784985, "loss_mask": 0.2557333540171385, "loss_rpn_cls": 0.03340376424603164, "loss_rpn_loc": 0.06993287906516343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912607561018371, "mask_rcnn/false_negative": 0.09306759713325957, "mask_rcnn/false_positive": 0.11631652441913451, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 1.1542261021677405, "total_loss": 0.8117382461787201} {"data_time": 0.01232938189059496, "eta_seconds": 74685.81847183406, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3563397581254724, "fast_rcnn/fg_cls_accuracy": 0.6040134210865918, "iteration": 25679, "loss_box_reg": 0.24993856344372034, "loss_cls": 0.21800460433587432, "loss_mask": 0.24189725890755653, "loss_rpn_cls": 0.031911154044792056, "loss_rpn_loc": 0.07173189707100391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927105281955486, "mask_rcnn/false_negative": 0.09609684535167073, "mask_rcnn/false_positive": 0.13392288053525836, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1678134282119572, "total_loss": 0.8353522828547284} {"data_time": 0.012859720969572663, "eta_seconds": 74659.52571840025, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.30294569314533015, "fast_rcnn/fg_cls_accuracy": 0.6882853988117146, "iteration": 25699, "loss_box_reg": 0.2456229468807578, "loss_cls": 0.20899935718625784, "loss_mask": 0.2540609985589981, "loss_rpn_cls": 0.037210764829069376, "loss_rpn_loc": 0.08664620295166969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919859476542377, "mask_rcnn/false_negative": 0.10020611526279075, "mask_rcnn/false_positive": 0.11689451776339302, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.148654180811718, "total_loss": 0.8431365792639554} {"data_time": 0.012747217435389757, "eta_seconds": 74628.86583662592, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.33558352402745995, "fast_rcnn/fg_cls_accuracy": 0.6320038763592428, "iteration": 25719, "loss_box_reg": 0.24425718933343887, "loss_cls": 0.20385647751390934, "loss_mask": 0.23901355266571045, "loss_rpn_cls": 0.032405641744844615, "loss_rpn_loc": 0.07511895231436938, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951625874406366, "mask_rcnn/false_negative": 0.08921300140895198, "mask_rcnn/false_positive": 0.11270514333470984, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.154882500646636, "total_loss": 0.8063654721481726} {"data_time": 0.011892840033397079, "eta_seconds": 74613.08122339658, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4183490469358475, "fast_rcnn/fg_cls_accuracy": 0.5665853658536586, "iteration": 25739, "loss_box_reg": 0.25458934158086777, "loss_cls": 0.22992641665041447, "loss_mask": 0.2637877594679594, "loss_rpn_cls": 0.03795174683909863, "loss_rpn_loc": 0.07461564661934972, "lr": 0.0001, "mask_rcnn/accuracy": 0.885926473015082, "mask_rcnn/false_negative": 0.09257578068251539, "mask_rcnn/false_positive": 0.12732690250024997, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1686319494619966, "total_loss": 0.8463179938262329} {"data_time": 0.011828533373773098, "eta_seconds": 74586.93321423605, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32590233545647557, "fast_rcnn/fg_cls_accuracy": 0.6283616418966738, "iteration": 25759, "loss_box_reg": 0.2479664385318756, "loss_cls": 0.1998338932171464, "loss_mask": 0.24898800253868103, "loss_rpn_cls": 0.034077756805345416, "loss_rpn_loc": 0.0807791471015662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958167131086237, "mask_rcnn/false_negative": 0.08264236054358862, "mask_rcnn/false_positive": 0.11136824945979198, "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": 1.1676909080706537, "total_loss": 0.8027812129585072} {"data_time": 0.012372696539387107, "eta_seconds": 74566.63672839291, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.349024902490249, "fast_rcnn/fg_cls_accuracy": 0.6138302472775878, "iteration": 25779, "loss_box_reg": 0.25069763977080584, "loss_cls": 0.21195563673973083, "loss_mask": 0.24897487834095955, "loss_rpn_cls": 0.03433875518385321, "loss_rpn_loc": 0.07485153060406446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876191006140974, "mask_rcnn/false_negative": 0.09816613625787934, "mask_rcnn/false_positive": 0.12450482698196322, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1547264400869608, "total_loss": 0.8367058928124607} {"data_time": 0.011679371586069465, "eta_seconds": 74554.48454353027, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.363911236256369, "fast_rcnn/fg_cls_accuracy": 0.5659090909090909, "iteration": 25799, "loss_box_reg": 0.25858297757804394, "loss_cls": 0.21526456531137228, "loss_mask": 0.26223038509488106, "loss_rpn_cls": 0.03924076841212809, "loss_rpn_loc": 0.07438647048547864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856247327413769, "mask_rcnn/false_negative": 0.09556985057539738, "mask_rcnn/false_positive": 0.12781820977873576, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.151309270877391, "total_loss": 0.8462593562435359} {"data_time": 0.0131574678234756, "eta_seconds": 74531.25884741079, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4139916687086499, "fast_rcnn/fg_cls_accuracy": 0.5715965965965966, "iteration": 25819, "loss_box_reg": 0.25880417227745056, "loss_cls": 0.23426496423780918, "loss_mask": 0.26553680934011936, "loss_rpn_cls": 0.03602834022603929, "loss_rpn_loc": 0.08148769568651915, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782418360489357, "mask_rcnn/false_negative": 0.10863503182208893, "mask_rcnn/false_positive": 0.1368726987899271, "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": 1.163562539499253, "total_loss": 0.896698079071939} {"data_time": 0.011598373064771295, "eta_seconds": 74517.27097693831, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3690101862137787, "fast_rcnn/fg_cls_accuracy": 0.6047891812305242, "iteration": 25839, "loss_box_reg": 0.253613967448473, "loss_cls": 0.22366259153932333, "loss_mask": 0.2602303512394428, "loss_rpn_cls": 0.03544257290195674, "loss_rpn_loc": 0.07213083934038877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919586695858376, "mask_rcnn/false_negative": 0.08879712040039084, "mask_rcnn/false_positive": 0.12575894465127752, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1756810459773988, "total_loss": 0.840637901914306} {"data_time": 0.013269975315779448, "eta_seconds": 74473.74773838557, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3885732993558434, "fast_rcnn/fg_cls_accuracy": 0.5899849071839882, "iteration": 25859, "loss_box_reg": 0.2639761418104172, "loss_cls": 0.24492315389215946, "loss_mask": 0.2659807503223419, "loss_rpn_cls": 0.039098503650166094, "loss_rpn_loc": 0.08182798651978374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913561089078006, "mask_rcnn/false_negative": 0.09087535460665021, "mask_rcnn/false_positive": 0.127139691103652, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.1483731695916504, "total_loss": 0.9157777682412416} {"data_time": 0.013793915277346969, "eta_seconds": 74443.10636970215, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3546832894298604, "fast_rcnn/fg_cls_accuracy": 0.6123229956122855, "iteration": 25879, "loss_box_reg": 0.25249015912413597, "loss_cls": 0.2157970480620861, "loss_mask": 0.25305832363665104, "loss_rpn_cls": 0.0320981569821015, "loss_rpn_loc": 0.0769089178647846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842175515372245, "mask_rcnn/false_negative": 0.0989738594495327, "mask_rcnn/false_positive": 0.12795395873032575, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1577065382152796, "total_loss": 0.8406893655192107} {"data_time": 0.012584507232531905, "eta_seconds": 74427.3032433819, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3361883545859579, "fast_rcnn/fg_cls_accuracy": 0.6340110491291635, "iteration": 25899, "loss_box_reg": 0.2537657506763935, "loss_cls": 0.21092373225837946, "loss_mask": 0.25195997580885887, "loss_rpn_cls": 0.03731421031989157, "loss_rpn_loc": 0.07257959758862853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922811358875975, "mask_rcnn/false_negative": 0.0979208364232198, "mask_rcnn/false_positive": 0.11276858112981056, "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": 1.1602549694944173, "total_loss": 0.8277472202898934} {"data_time": 0.013353357324376702, "eta_seconds": 74394.10337297246, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36598517654896734, "fast_rcnn/fg_cls_accuracy": 0.6227514990006662, "iteration": 25919, "loss_box_reg": 0.23948161490261555, "loss_cls": 0.21345593966543674, "loss_mask": 0.2561254370957613, "loss_rpn_cls": 0.034568266943097115, "loss_rpn_loc": 0.07521656091557816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976906336706573, "mask_rcnn/false_negative": 0.09561237577406811, "mask_rcnn/false_positive": 0.12489209360724579, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1606763603631407, "total_loss": 0.818003817810677} {"data_time": 0.01258331467397511, "eta_seconds": 74373.44656960573, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.44366511070050896, "fast_rcnn/fg_cls_accuracy": 0.552646412265374, "iteration": 25939, "loss_box_reg": 0.26494553312659264, "loss_cls": 0.2193936351686716, "loss_mask": 0.25632596388459206, "loss_rpn_cls": 0.036954742623493075, "loss_rpn_loc": 0.07276244065724313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8703120482095859, "mask_rcnn/false_negative": 0.11013528423961752, "mask_rcnn/false_positive": 0.14781076092344864, "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": 1.1707049165852368, "total_loss": 0.8739542027469724} {"data_time": 0.01181105338037014, "eta_seconds": 74294.94289130904, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3829022988505747, "fast_rcnn/fg_cls_accuracy": 0.5992874109263657, "iteration": 25959, "loss_box_reg": 0.2401142530143261, "loss_cls": 0.20243666879832745, "loss_mask": 0.26994343660771847, "loss_rpn_cls": 0.035745641216635704, "loss_rpn_loc": 0.0659515131264925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905238916872414, "mask_rcnn/false_negative": 0.09512541918275197, "mask_rcnn/false_positive": 0.12548413413464216, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1499635088257492, "total_loss": 0.8295435603940859} {"data_time": 0.012957812985405326, "eta_seconds": 74250.12429823168, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3422429078014184, "fast_rcnn/fg_cls_accuracy": 0.6206094482509916, "iteration": 25979, "loss_box_reg": 0.21792931109666824, "loss_cls": 0.1886118045076728, "loss_mask": 0.2455200031399727, "loss_rpn_cls": 0.031308753648772836, "loss_rpn_loc": 0.0625400678254664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907411801930074, "mask_rcnn/false_negative": 0.09370073063162196, "mask_rcnn/false_positive": 0.11551294742918222, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1553716249763966, "total_loss": 0.7525371819501743} {"data_time": 0.012251878157258034, "eta_seconds": 74199.14144277573, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.36059571774407406, "fast_rcnn/fg_cls_accuracy": 0.6056704980842912, "iteration": 25999, "loss_box_reg": 0.2747395606711507, "loss_cls": 0.24266069754958153, "loss_mask": 0.26705500669777393, "loss_rpn_cls": 0.03903034469112754, "loss_rpn_loc": 0.08743417542427778, "lr": 0.0001, "mask_rcnn/accuracy": 0.879959934027631, "mask_rcnn/false_negative": 0.1059833426581604, "mask_rcnn/false_positive": 0.1294214098852069, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.1432405640371144, "total_loss": 0.9250243653077632} {"data_time": 0.012581336544826627, "eta_seconds": 74279.01256464887, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.37250912884715703, "fast_rcnn/fg_cls_accuracy": 0.5977448963443583, "iteration": 26019, "loss_box_reg": 0.26853170059621334, "loss_cls": 0.22108305897563696, "loss_mask": 0.2653068099170923, "loss_rpn_cls": 0.04199491208419204, "loss_rpn_loc": 0.08923448715358973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891925758573225, "mask_rcnn/false_negative": 0.09920360059722762, "mask_rcnn/false_positive": 0.11868862609034775, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1730986121110618, "total_loss": 0.8913858631858602} {"data_time": 0.012071094242855906, "eta_seconds": 74253.78690227866, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3561456695860469, "fast_rcnn/fg_cls_accuracy": 0.6006471095772217, "iteration": 26039, "loss_box_reg": 0.25395623221993446, "loss_cls": 0.22502442449331284, "loss_mask": 0.2632393166422844, "loss_rpn_cls": 0.03869125060737133, "loss_rpn_loc": 0.08430113992653787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885336341463208, "mask_rcnn/false_negative": 0.08734574216818373, "mask_rcnn/false_positive": 0.12940543635521734, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1375864120200276, "total_loss": 0.87948090035934} {"data_time": 0.013490652199834585, "eta_seconds": 74232.57366964128, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.346347467706691, "fast_rcnn/fg_cls_accuracy": 0.6351260504201681, "iteration": 26059, "loss_box_reg": 0.25799717009067535, "loss_cls": 0.21561479195952415, "loss_mask": 0.26206899620592594, "loss_rpn_cls": 0.037352807936258614, "loss_rpn_loc": 0.0704645300284028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846140975017147, "mask_rcnn/false_negative": 0.1079237170993048, "mask_rcnn/false_positive": 0.13626784760687, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1507260254584253, "total_loss": 0.8397831851616502} {"data_time": 0.011814373079687357, "eta_seconds": 74211.6231687367, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.39301136363636363, "fast_rcnn/fg_cls_accuracy": 0.5909748083242059, "iteration": 26079, "loss_box_reg": 0.24884464405477047, "loss_cls": 0.22542931884527206, "loss_mask": 0.26200762018561363, "loss_rpn_cls": 0.036326337372884154, "loss_rpn_loc": 0.06773936888203025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938404679913837, "mask_rcnn/false_negative": 0.09186029056995881, "mask_rcnn/false_positive": 0.12682851903918682, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.14953727950342, "total_loss": 0.8418751263525337} {"data_time": 0.010988583322614431, "eta_seconds": 74185.13117248658, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35249972495952975, "fast_rcnn/fg_cls_accuracy": 0.6164797582120416, "iteration": 26099, "loss_box_reg": 0.23345479555428028, "loss_cls": 0.200988307595253, "loss_mask": 0.25617888011038303, "loss_rpn_cls": 0.03286231169477105, "loss_rpn_loc": 0.07044706214219332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869846788536109, "mask_rcnn/false_negative": 0.09859737664743391, "mask_rcnn/false_positive": 0.12227228015619647, "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": 1.173394616227597, "total_loss": 0.7997503706719726} {"data_time": 0.012102204840630293, "eta_seconds": 74169.92767924443, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.324170197740113, "fast_rcnn/fg_cls_accuracy": 0.6643869946580492, "iteration": 26119, "loss_box_reg": 0.23135752975940704, "loss_cls": 0.19888624735176563, "loss_mask": 0.2494364846497774, "loss_rpn_cls": 0.03289791021961719, "loss_rpn_loc": 0.08281684154644608, "lr": 0.0001, "mask_rcnn/accuracy": 0.890049091969676, "mask_rcnn/false_negative": 0.1093800690102217, "mask_rcnn/false_positive": 0.11400060020234495, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1687713623978198, "total_loss": 0.7936527389101684} {"data_time": 0.013414854183793068, "eta_seconds": 74146.70603626408, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3447578012795404, "fast_rcnn/fg_cls_accuracy": 0.6110580595874713, "iteration": 26139, "loss_box_reg": 0.24386603944003582, "loss_cls": 0.20385065767914057, "loss_mask": 0.2740913908928633, "loss_rpn_cls": 0.038519330555573106, "loss_rpn_loc": 0.07289524422958493, "lr": 0.0001, "mask_rcnn/accuracy": 0.88288985871754, "mask_rcnn/false_negative": 0.10714215995677273, "mask_rcnn/false_positive": 0.11094051981377667, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.1586234299466014, "total_loss": 0.8343740788986906} {"data_time": 0.011902863392606378, "eta_seconds": 74122.04198475927, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.28728238796553696, "fast_rcnn/fg_cls_accuracy": 0.6917204301075268, "iteration": 26159, "loss_box_reg": 0.2430920209735632, "loss_cls": 0.19088028091937304, "loss_mask": 0.24508252553641796, "loss_rpn_cls": 0.033404525835067034, "loss_rpn_loc": 0.07112648873589933, "lr": 0.0001, "mask_rcnn/accuracy": 0.887384080990887, "mask_rcnn/false_negative": 0.09834032884425375, "mask_rcnn/false_positive": 0.1363248076236101, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.163223379990086, "total_loss": 0.8130168303614482} {"data_time": 0.01211349805817008, "eta_seconds": 74129.17255374603, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3930057008385536, "fast_rcnn/fg_cls_accuracy": 0.5674271332304944, "iteration": 26179, "loss_box_reg": 0.2674326878041029, "loss_cls": 0.2108380515128374, "loss_mask": 0.2612496670335531, "loss_rpn_cls": 0.042075637727975845, "loss_rpn_loc": 0.09446093789301813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833652130098222, "mask_rcnn/false_negative": 0.10570974018883694, "mask_rcnn/false_positive": 0.12975004873958468, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1740326974540949, "total_loss": 0.869226886657998} {"data_time": 0.013498504180461168, "eta_seconds": 74085.42878413573, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3605541530180058, "fast_rcnn/fg_cls_accuracy": 0.60801393728223, "iteration": 26199, "loss_box_reg": 0.24305454455316067, "loss_cls": 0.21801190916448832, "loss_mask": 0.2557224705815315, "loss_rpn_cls": 0.038626125548034906, "loss_rpn_loc": 0.09181376337073743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922593146508913, "mask_rcnn/false_negative": 0.09826654554301226, "mask_rcnn/false_positive": 0.11816053285247213, "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": 1.1248267113696784, "total_loss": 0.8544604472117499} {"data_time": 0.012515716720372438, "eta_seconds": 74062.2045117896, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.38067752353466644, "fast_rcnn/fg_cls_accuracy": 0.610745132484263, "iteration": 26219, "loss_box_reg": 0.23693803511559963, "loss_cls": 0.19740473851561546, "loss_mask": 0.24878656677901745, "loss_rpn_cls": 0.04041301039978862, "loss_rpn_loc": 0.08014048496261239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866421749074811, "mask_rcnn/false_negative": 0.10814426353145913, "mask_rcnn/false_positive": 0.11354354713381087, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.169919214444235, "total_loss": 0.8229472356033511} {"data_time": 0.01162936701439321, "eta_seconds": 74034.23959167674, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.34813863928112965, "fast_rcnn/fg_cls_accuracy": 0.5908745086436451, "iteration": 26239, "loss_box_reg": 0.2510589510202408, "loss_cls": 0.20918946713209152, "loss_mask": 0.2495940588414669, "loss_rpn_cls": 0.038637698628008366, "loss_rpn_loc": 0.07018757937476039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916922313460018, "mask_rcnn/false_negative": 0.09651324253113684, "mask_rcnn/false_positive": 0.12486836056217612, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.151749567128718, "total_loss": 0.8453932350967079} {"data_time": 0.012645490234717727, "eta_seconds": 74011.0168063594, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36410629254418203, "fast_rcnn/fg_cls_accuracy": 0.6113948059527283, "iteration": 26259, "loss_box_reg": 0.24637657962739468, "loss_cls": 0.2371607217937708, "loss_mask": 0.25873560830950737, "loss_rpn_cls": 0.036767816403880715, "loss_rpn_loc": 0.07519242959097028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856646375141932, "mask_rcnn/false_negative": 0.10674434366620157, "mask_rcnn/false_positive": 0.12043643073695853, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.1727008784655482, "total_loss": 0.8491768073872663} {"data_time": 0.012466254411265254, "eta_seconds": 73968.03478075191, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3418219606744197, "fast_rcnn/fg_cls_accuracy": 0.63666935700834, "iteration": 26279, "loss_box_reg": 0.24985831882804632, "loss_cls": 0.20678349118679762, "loss_mask": 0.26702605932950974, "loss_rpn_cls": 0.03634861623868346, "loss_rpn_loc": 0.07551790541037917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843677769688877, "mask_rcnn/false_negative": 0.096702153980985, "mask_rcnn/false_positive": 0.12970946750724702, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.151027511805296, "total_loss": 0.8331681592389941} {"data_time": 0.014056515414267778, "eta_seconds": 73953.9402995957, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.30342411422527765, "fast_rcnn/fg_cls_accuracy": 0.6860655737704918, "iteration": 26299, "loss_box_reg": 0.25654576905071735, "loss_cls": 0.2114142645150423, "loss_mask": 0.2706205826252699, "loss_rpn_cls": 0.03443298814818263, "loss_rpn_loc": 0.08130385947879404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884513290233332, "mask_rcnn/false_negative": 0.10457164526583261, "mask_rcnn/false_positive": 0.10473505071243838, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1696485835127532, "total_loss": 0.8529991086106747} {"data_time": 0.012274173321202397, "eta_seconds": 73946.08315005898, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.35682137598715036, "fast_rcnn/fg_cls_accuracy": 0.6247270742358079, "iteration": 26319, "loss_box_reg": 0.25661670975387096, "loss_cls": 0.22180468868464231, "loss_mask": 0.26048034243285656, "loss_rpn_cls": 0.0398003917071037, "loss_rpn_loc": 0.08374451426789165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863002722679572, "mask_rcnn/false_negative": 0.10549385501483968, "mask_rcnn/false_positive": 0.12515944599907222, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1745177772827446, "total_loss": 0.8544460292323492} {"data_time": 0.013208560412749648, "eta_seconds": 73940.80179654993, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3808204722332146, "fast_rcnn/fg_cls_accuracy": 0.559133058581101, "iteration": 26339, "loss_box_reg": 0.24687290005385876, "loss_cls": 0.2146432027220726, "loss_mask": 0.2681787144392729, "loss_rpn_cls": 0.03493505506776273, "loss_rpn_loc": 0.07617632485926151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791500647454926, "mask_rcnn/false_negative": 0.10992335596135239, "mask_rcnn/false_positive": 0.14241371845033657, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1638394652400166, "total_loss": 0.8344035097397864} {"data_time": 0.01307736593298614, "eta_seconds": 73894.90287977271, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3456354965788928, "fast_rcnn/fg_cls_accuracy": 0.6015620927525152, "iteration": 26359, "loss_box_reg": 0.23973760195076466, "loss_cls": 0.21123919822275639, "loss_mask": 0.27044922672212124, "loss_rpn_cls": 0.04406800400465727, "loss_rpn_loc": 0.07550902292132378, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845434154691878, "mask_rcnn/false_negative": 0.10366295188320705, "mask_rcnn/false_positive": 0.13333554486615684, "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": 1.155166580574587, "total_loss": 0.8473190809600055} {"data_time": 0.011913006659597158, "eta_seconds": 73863.70481124148, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3738846120199458, "fast_rcnn/fg_cls_accuracy": 0.5964247841236177, "iteration": 26379, "loss_box_reg": 0.23533220030367374, "loss_cls": 0.20816358737647533, "loss_mask": 0.25736046582460403, "loss_rpn_cls": 0.034253538702614605, "loss_rpn_loc": 0.09178812708705664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787343310698557, "mask_rcnn/false_negative": 0.09584429373218098, "mask_rcnn/false_positive": 0.15074387497133732, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1468520150519907, "total_loss": 0.8397850291803479} {"data_time": 0.011702749645337462, "eta_seconds": 73843.38769158348, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33274358130348913, "fast_rcnn/fg_cls_accuracy": 0.6297169811320755, "iteration": 26399, "loss_box_reg": 0.25565572269260883, "loss_cls": 0.21147642098367214, "loss_mask": 0.2505831681191921, "loss_rpn_cls": 0.03279696294339374, "loss_rpn_loc": 0.07435518060810864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845167956738701, "mask_rcnn/false_negative": 0.10603731679750433, "mask_rcnn/false_positive": 0.12748032103256846, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1660931285005063, "total_loss": 0.8505306617007591} {"data_time": 0.011780814500525594, "eta_seconds": 73829.96178832836, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3431648715824358, "fast_rcnn/fg_cls_accuracy": 0.6019368723098996, "iteration": 26419, "loss_box_reg": 0.23745211772620678, "loss_cls": 0.20850938372313976, "loss_mask": 0.24446253664791584, "loss_rpn_cls": 0.027202718949411064, "loss_rpn_loc": 0.06260995706543326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875428604911486, "mask_rcnn/false_negative": 0.09112230415193504, "mask_rcnn/false_positive": 0.11104827221994701, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1775029364507645, "total_loss": 0.8006291352212429} {"data_time": 0.012699012411758304, "eta_seconds": 73824.65224927291, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.368318591274148, "fast_rcnn/fg_cls_accuracy": 0.5957612976436819, "iteration": 26439, "loss_box_reg": 0.2547550182789564, "loss_cls": 0.210749763995409, "loss_mask": 0.25758324936032295, "loss_rpn_cls": 0.03419545955694048, "loss_rpn_loc": 0.07933263434097171, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900872138628179, "mask_rcnn/false_negative": 0.08229937900250625, "mask_rcnn/false_positive": 0.12581840056119786, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1659012960735708, "total_loss": 0.8566802550340071} {"data_time": 0.012726095505058765, "eta_seconds": 73817.11142469663, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34712755598831546, "fast_rcnn/fg_cls_accuracy": 0.642436395538288, "iteration": 26459, "loss_box_reg": 0.2417730214074254, "loss_cls": 0.20419123023748398, "loss_mask": 0.258429117500782, "loss_rpn_cls": 0.03363330173306167, "loss_rpn_loc": 0.07129416754469275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847995417226296, "mask_rcnn/false_negative": 0.09938456849857896, "mask_rcnn/false_positive": 0.1309657540870895, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1595804945100099, "total_loss": 0.8094438581028953} {"data_time": 0.01271696318872273, "eta_seconds": 73785.61801187694, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3513917525773196, "fast_rcnn/fg_cls_accuracy": 0.6236813922356091, "iteration": 26479, "loss_box_reg": 0.24435315653681755, "loss_cls": 0.2022283934056759, "loss_mask": 0.2574123591184616, "loss_rpn_cls": 0.03250848618336022, "loss_rpn_loc": 0.07369740586727858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901272216633132, "mask_rcnn/false_negative": 0.10161751718588263, "mask_rcnn/false_positive": 0.12846007599536652, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1441239740233868, "total_loss": 0.7863394437590614} {"data_time": 0.013411069056019187, "eta_seconds": 73786.87743516639, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3267717238056146, "fast_rcnn/fg_cls_accuracy": 0.6344117840468205, "iteration": 26499, "loss_box_reg": 0.24533342197537422, "loss_cls": 0.21002184879034758, "loss_mask": 0.25447084195911884, "loss_rpn_cls": 0.03398070822004229, "loss_rpn_loc": 0.08275422814767808, "lr": 0.0001, "mask_rcnn/accuracy": 0.890964676541834, "mask_rcnn/false_negative": 0.09478625565210802, "mask_rcnn/false_positive": 0.11173541907298717, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1604359874036163, "total_loss": 0.8310330375097692} {"data_time": 0.01293455297127366, "eta_seconds": 73739.15351690724, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4005058611800185, "fast_rcnn/fg_cls_accuracy": 0.5667670682730923, "iteration": 26519, "loss_box_reg": 0.24413509480655193, "loss_cls": 0.20811792463064194, "loss_mask": 0.25806661508977413, "loss_rpn_cls": 0.032227513496764004, "loss_rpn_loc": 0.06597314169630408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806272229382335, "mask_rcnn/false_negative": 0.10632951036280328, "mask_rcnn/false_positive": 0.13146867601471432, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1628083274699748, "total_loss": 0.8314281732891686} {"data_time": 0.012783360201865435, "eta_seconds": 73708.5027019959, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.34418384269130536, "fast_rcnn/fg_cls_accuracy": 0.6244814314989753, "iteration": 26539, "loss_box_reg": 0.2466496229171753, "loss_cls": 0.20982873998582363, "loss_mask": 0.25345670618116856, "loss_rpn_cls": 0.032493023900315166, "loss_rpn_loc": 0.0785890924744308, "lr": 0.0001, "mask_rcnn/accuracy": 0.895543071105757, "mask_rcnn/false_negative": 0.09323065510374252, "mask_rcnn/false_positive": 0.1115444927788836, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1578017275314778, "total_loss": 0.8489755438640714} {"data_time": 0.012582476483657956, "eta_seconds": 73687.78920102865, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3522830703883495, "fast_rcnn/fg_cls_accuracy": 0.6137123745819398, "iteration": 26559, "loss_box_reg": 0.2648965194821358, "loss_cls": 0.23176322039216757, "loss_mask": 0.2543680667877197, "loss_rpn_cls": 0.04199833935126662, "loss_rpn_loc": 0.07673593331128359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984806858253932, "mask_rcnn/false_negative": 0.08216875078337046, "mask_rcnn/false_positive": 0.12341217522402192, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1656729839742184, "total_loss": 0.8666182414162904} {"data_time": 0.011892620706930757, "eta_seconds": 73677.70233796444, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3492430613961312, "fast_rcnn/fg_cls_accuracy": 0.6281414377556984, "iteration": 26579, "loss_box_reg": 0.25170612148940563, "loss_cls": 0.20753249246627092, "loss_mask": 0.2612956501543522, "loss_rpn_cls": 0.033376301755197346, "loss_rpn_loc": 0.07015256397426128, "lr": 0.0001, "mask_rcnn/accuracy": 0.898156761738089, "mask_rcnn/false_negative": 0.0878021177494954, "mask_rcnn/false_positive": 0.12665517710286134, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1692958234343678, "total_loss": 0.8164387518772855} {"data_time": 0.01225438085384667, "eta_seconds": 73638.81297362968, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38085851258436887, "fast_rcnn/fg_cls_accuracy": 0.5945458242260966, "iteration": 26599, "loss_box_reg": 0.23023678176105022, "loss_cls": 0.19626828795298934, "loss_mask": 0.253365945070982, "loss_rpn_cls": 0.0299879313679412, "loss_rpn_loc": 0.07024518470279872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829242205204344, "mask_rcnn/false_negative": 0.09393860162539364, "mask_rcnn/false_positive": 0.130214446025967, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1568510150536895, "total_loss": 0.8036407276522368} {"data_time": 0.011607822962105274, "eta_seconds": 73631.23264238704, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.36333440480017143, "fast_rcnn/fg_cls_accuracy": 0.6124389250814333, "iteration": 26619, "loss_box_reg": 0.25459109619259834, "loss_cls": 0.21108406223356724, "loss_mask": 0.26308225095272064, "loss_rpn_cls": 0.03807354730088264, "loss_rpn_loc": 0.07799203880131245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835530092766448, "mask_rcnn/false_negative": 0.10809392363428064, "mask_rcnn/false_positive": 0.13311229228922772, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1770587544888258, "total_loss": 0.8395142662338912} {"data_time": 0.010903612012043595, "eta_seconds": 73635.41141912341, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.335459940652819, "fast_rcnn/fg_cls_accuracy": 0.65512108739351, "iteration": 26639, "loss_box_reg": 0.2357959933578968, "loss_cls": 0.2099880250170827, "loss_mask": 0.25440550595521927, "loss_rpn_cls": 0.03972233465174213, "loss_rpn_loc": 0.07604783750139177, "lr": 0.0001, "mask_rcnn/accuracy": 0.893644448901945, "mask_rcnn/false_negative": 0.09230322848105774, "mask_rcnn/false_positive": 0.11932235643483731, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1580258668400347, "total_loss": 0.8087773019215092} {"data_time": 0.012105602072551847, "eta_seconds": 73636.04247218929, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3184634229650307, "fast_rcnn/fg_cls_accuracy": 0.6430614538184259, "iteration": 26659, "loss_box_reg": 0.25121539179235697, "loss_cls": 0.21091671660542488, "loss_mask": 0.2581715267151594, "loss_rpn_cls": 0.03778040618635714, "loss_rpn_loc": 0.07464483205694705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830288900526077, "mask_rcnn/false_negative": 0.1018095652232574, "mask_rcnn/false_positive": 0.12665440151739868, "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": 1.1584017588756979, "total_loss": 0.8043935839086771} {"data_time": 0.012351131532341242, "eta_seconds": 73561.52809902094, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.323650126640571, "fast_rcnn/fg_cls_accuracy": 0.658718052037762, "iteration": 26679, "loss_box_reg": 0.23712489381432533, "loss_cls": 0.20718013774603605, "loss_mask": 0.2561666201800108, "loss_rpn_cls": 0.041685220901854336, "loss_rpn_loc": 0.07674975716508925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803874165134629, "mask_rcnn/false_negative": 0.1012829251202308, "mask_rcnn/false_positive": 0.13290090206291044, "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": 1.1502619734965265, "total_loss": 0.8592705751070753} {"data_time": 0.011673843720927835, "eta_seconds": 73568.76141652465, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3981060606060606, "fast_rcnn/fg_cls_accuracy": 0.5805944055944057, "iteration": 26699, "loss_box_reg": 0.2522994698956609, "loss_cls": 0.2082254821434617, "loss_mask": 0.26192167960107327, "loss_rpn_cls": 0.03951431764289737, "loss_rpn_loc": 0.07849819608964026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8717039842487422, "mask_rcnn/false_negative": 0.0990870921319984, "mask_rcnn/false_positive": 0.15476935465634398, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 1.1650154064409435, "total_loss": 0.8658784558065236} {"data_time": 0.0124834890011698, "eta_seconds": 73573.57317989692, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3295708925812656, "fast_rcnn/fg_cls_accuracy": 0.6477798850895298, "iteration": 26719, "loss_box_reg": 0.24166764318943024, "loss_cls": 0.21298476867377758, "loss_mask": 0.2509544622153044, "loss_rpn_cls": 0.03642917744582519, "loss_rpn_loc": 0.07115821680054069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888656696702809, "mask_rcnn/false_negative": 0.10114858630296199, "mask_rcnn/false_positive": 0.11956539422710169, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1733964569866657, "total_loss": 0.8616391026298515} {"data_time": 0.012352506397292018, "eta_seconds": 73530.84770222194, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3951133521912024, "fast_rcnn/fg_cls_accuracy": 0.556852204681546, "iteration": 26739, "loss_box_reg": 0.24689278192818165, "loss_cls": 0.21023663878440857, "loss_mask": 0.24223551340401173, "loss_rpn_cls": 0.03825529926689342, "loss_rpn_loc": 0.06885381054598838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965352281449062, "mask_rcnn/false_negative": 0.09537273200906515, "mask_rcnn/false_positive": 0.10734796930704416, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1574449418112636, "total_loss": 0.8156896111904643} {"data_time": 0.010333902901038527, "eta_seconds": 73487.77756324969, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3811763909570868, "fast_rcnn/fg_cls_accuracy": 0.6017917511832319, "iteration": 26759, "loss_box_reg": 0.25225595477968454, "loss_cls": 0.2180865816771984, "loss_mask": 0.2621300145983696, "loss_rpn_cls": 0.039753002231009305, "loss_rpn_loc": 0.07087873655837029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968409876919947, "mask_rcnn/false_negative": 0.09451593855999305, "mask_rcnn/false_positive": 0.12438875402385477, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1584157410543412, "total_loss": 0.8559480581316166} {"data_time": 0.012566318036988378, "eta_seconds": 73505.76562990434, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3602937856508586, "fast_rcnn/fg_cls_accuracy": 0.6009259259259259, "iteration": 26779, "loss_box_reg": 0.2733020056039095, "loss_cls": 0.2322391038760543, "loss_mask": 0.26229407265782356, "loss_rpn_cls": 0.03434319494408555, "loss_rpn_loc": 0.07326186029240489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871891679603651, "mask_rcnn/false_negative": 0.10531153203313684, "mask_rcnn/false_positive": 0.13127343943267947, "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": 1.1817468791268766, "total_loss": 0.8887798665382434} {"data_time": 0.012131911935284734, "eta_seconds": 73502.1179901436, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3350237297935388, "fast_rcnn/fg_cls_accuracy": 0.623175728557617, "iteration": 26799, "loss_box_reg": 0.24310770817101002, "loss_cls": 0.2143164500594139, "loss_mask": 0.26080213859677315, "loss_rpn_cls": 0.03656434250297025, "loss_rpn_loc": 0.0738875805400312, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941399352376964, "mask_rcnn/false_negative": 0.1077282861612932, "mask_rcnn/false_positive": 0.10815261727262661, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.168046145932749, "total_loss": 0.8455511077772826} {"data_time": 0.011769526405259967, "eta_seconds": 73469.58958062809, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.4174434827701159, "fast_rcnn/fg_cls_accuracy": 0.5564193088464933, "iteration": 26819, "loss_box_reg": 0.2310209753923118, "loss_cls": 0.20081627368927002, "loss_mask": 0.26524724811315536, "loss_rpn_cls": 0.03162807144690305, "loss_rpn_loc": 0.06371424370445311, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846847323913467, "mask_rcnn/false_negative": 0.09923599250420545, "mask_rcnn/false_positive": 0.13172626355633732, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1611802652478218, "total_loss": 0.798325328505598} {"data_time": 0.011727903038263321, "eta_seconds": 73427.92947467417, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3697632440601125, "fast_rcnn/fg_cls_accuracy": 0.5843214672355601, "iteration": 26839, "loss_box_reg": 0.2372918352484703, "loss_cls": 0.2044133897870779, "loss_mask": 0.25820024125277996, "loss_rpn_cls": 0.03297699452377856, "loss_rpn_loc": 0.0665185903199017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826398272564038, "mask_rcnn/false_negative": 0.09321790880540902, "mask_rcnn/false_positive": 0.13392497068892376, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1465386275667697, "total_loss": 0.815528352977708} {"data_time": 0.01241066656075418, "eta_seconds": 73409.3229768984, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.37092896932713865, "fast_rcnn/fg_cls_accuracy": 0.5981534887446928, "iteration": 26859, "loss_box_reg": 0.2483166977763176, "loss_cls": 0.2151645766571164, "loss_mask": 0.2546735927462578, "loss_rpn_cls": 0.039399246918037534, "loss_rpn_loc": 0.07533206744119525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955993338261262, "mask_rcnn/false_negative": 0.09977659555305562, "mask_rcnn/false_positive": 0.11557077489610061, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.160956867504865, "total_loss": 0.8579037837916985} {"data_time": 0.011996228946372867, "eta_seconds": 73386.07010297477, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2960176991150443, "fast_rcnn/fg_cls_accuracy": 0.6762818519209637, "iteration": 26879, "loss_box_reg": 0.2440959718078375, "loss_cls": 0.20190774463117123, "loss_mask": 0.2517454270273447, "loss_rpn_cls": 0.034724032040685415, "loss_rpn_loc": 0.06466511823236942, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007838720388598, "mask_rcnn/false_negative": 0.09862551593066929, "mask_rcnn/false_positive": 0.1108779819058997, "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": 1.1604193300008774, "total_loss": 0.7909475049236789} {"data_time": 0.01112766144797206, "eta_seconds": 73376.56066061463, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3563189250855622, "fast_rcnn/fg_cls_accuracy": 0.6077227011494253, "iteration": 26899, "loss_box_reg": 0.23893845453858376, "loss_cls": 0.19192180503159761, "loss_mask": 0.2520803529769182, "loss_rpn_cls": 0.02809494943358004, "loss_rpn_loc": 0.07645835727453232, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929661206962289, "mask_rcnn/false_negative": 0.09233118524400977, "mask_rcnn/false_positive": 0.11185117689790175, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1680959125515074, "total_loss": 0.8104306494351476} {"data_time": 0.011692877393215895, "eta_seconds": 73359.8445312772, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3176621835443038, "fast_rcnn/fg_cls_accuracy": 0.6109790005121827, "iteration": 26919, "loss_box_reg": 0.23676539584994316, "loss_cls": 0.20240795239806175, "loss_mask": 0.2476683184504509, "loss_rpn_cls": 0.03023092943476513, "loss_rpn_loc": 0.0713793768081814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994716588476144, "mask_rcnn/false_negative": 0.08185563232914397, "mask_rcnn/false_positive": 0.11753323554104217, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.1709536265116185, "total_loss": 0.8051136452122591} {"data_time": 0.011620318051427603, "eta_seconds": 73319.73395478912, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.33294121639199625, "fast_rcnn/fg_cls_accuracy": 0.6195174493752693, "iteration": 26939, "loss_box_reg": 0.25006340630352497, "loss_cls": 0.21188173908740282, "loss_mask": 0.25716325268149376, "loss_rpn_cls": 0.03676296450430527, "loss_rpn_loc": 0.06614526128396392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908876123173559, "mask_rcnn/false_negative": 0.09633160892173066, "mask_rcnn/false_positive": 0.127254356576149, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1587365353479981, "total_loss": 0.8178059877827764} {"data_time": 0.012389655923470855, "eta_seconds": 73332.59813942015, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.37914552106691846, "fast_rcnn/fg_cls_accuracy": 0.5844257623254487, "iteration": 26959, "loss_box_reg": 0.25310652423650026, "loss_cls": 0.21180563233792782, "loss_mask": 0.25651706010103226, "loss_rpn_cls": 0.03411802905611694, "loss_rpn_loc": 0.078202003845945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815027302243211, "mask_rcnn/false_negative": 0.09962303812214415, "mask_rcnn/false_positive": 0.1322221455596011, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.169632670469582, "total_loss": 0.8399962737457827} {"data_time": 0.011920442106202245, "eta_seconds": 73315.74960001279, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3946657509157509, "fast_rcnn/fg_cls_accuracy": 0.5957188644688645, "iteration": 26979, "loss_box_reg": 0.2354562133550644, "loss_cls": 0.21567170321941376, "loss_mask": 0.2527754083275795, "loss_rpn_cls": 0.038916962570510805, "loss_rpn_loc": 0.07612785790115595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966532289634968, "mask_rcnn/false_negative": 0.0960249885878546, "mask_rcnn/false_positive": 0.12200425788197333, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.1569639826193452, "total_loss": 0.8146507140481845} {"data_time": 0.012251748470589519, "eta_seconds": 73323.10111192055, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3863894991386259, "fast_rcnn/fg_cls_accuracy": 0.5946681734127799, "iteration": 26999, "loss_box_reg": 0.262573785148561, "loss_cls": 0.2307120580226183, "loss_mask": 0.264587614685297, "loss_rpn_cls": 0.04280152008868754, "loss_rpn_loc": 0.0725042016711086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829092641626022, "mask_rcnn/false_negative": 0.11225247870238042, "mask_rcnn/false_positive": 0.12339607311487408, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.1707688579335809, "total_loss": 0.8826972302049398} {"data_time": 0.011768604163080454, "eta_seconds": 73271.11253671348, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3021610696517413, "fast_rcnn/fg_cls_accuracy": 0.6817049808429119, "iteration": 27019, "loss_box_reg": 0.21587780117988586, "loss_cls": 0.1868085442110896, "loss_mask": 0.252648139372468, "loss_rpn_cls": 0.03211998089682311, "loss_rpn_loc": 0.06650550314225256, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007165887188209, "mask_rcnn/false_negative": 0.08987339744249087, "mask_rcnn/false_positive": 0.11026830365208343, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.1635557210538536, "total_loss": 0.7492527144495398} {"data_time": 0.011036952491849661, "eta_seconds": 73276.54676200822, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.37335992380045246, "fast_rcnn/fg_cls_accuracy": 0.5746957508250825, "iteration": 27039, "loss_box_reg": 0.27014871314167976, "loss_cls": 0.23132074810564518, "loss_mask": 0.27352312579751015, "loss_rpn_cls": 0.04102096171118319, "loss_rpn_loc": 0.08949908148497343, "lr": 0.0001, "mask_rcnn/accuracy": 0.874758128046859, "mask_rcnn/false_negative": 0.09768883112717974, "mask_rcnn/false_positive": 0.13779619884641425, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.173076985636726, "total_loss": 0.9045855553122237} {"data_time": 0.011365301674231887, "eta_seconds": 73284.4263845589, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.379878479393463, "fast_rcnn/fg_cls_accuracy": 0.5852871345897017, "iteration": 27059, "loss_box_reg": 0.24025724455714226, "loss_cls": 0.2049975022673607, "loss_mask": 0.26270432211458683, "loss_rpn_cls": 0.03410632617305964, "loss_rpn_loc": 0.06434915866702795, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835314915822541, "mask_rcnn/false_negative": 0.0993268823616213, "mask_rcnn/false_positive": 0.13717820746963166, "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": 1.1716571764554828, "total_loss": 0.8066538478014991} {"data_time": 0.012210590299218893, "eta_seconds": 73237.18444992788, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.38677116462214145, "fast_rcnn/fg_cls_accuracy": 0.5852858253937391, "iteration": 27079, "loss_box_reg": 0.22881343960762024, "loss_cls": 0.20705482689663768, "loss_mask": 0.25500063970685005, "loss_rpn_cls": 0.03367716196225956, "loss_rpn_loc": 0.07149187312461436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888533311906084, "mask_rcnn/false_negative": 0.09712147780130823, "mask_rcnn/false_positive": 0.12918573755380636, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.154051115270704, "total_loss": 0.8022759923478588} {"data_time": 0.011407117825001478, "eta_seconds": 73180.56335616857, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3811635518952592, "fast_rcnn/fg_cls_accuracy": 0.6051421328987869, "iteration": 27099, "loss_box_reg": 0.24976679310202599, "loss_cls": 0.20106342248618603, "loss_mask": 0.26026766933500767, "loss_rpn_cls": 0.034374836715869606, "loss_rpn_loc": 0.08901670575141907, "lr": 0.0001, "mask_rcnn/accuracy": 0.895899205723821, "mask_rcnn/false_negative": 0.09561180508977374, "mask_rcnn/false_positive": 0.11960708557544308, "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": 1.1533415766898543, "total_loss": 0.830961417639628} {"data_time": 0.011502554174512625, "eta_seconds": 73153.36394693702, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.38856005165733964, "fast_rcnn/fg_cls_accuracy": 0.604296066252588, "iteration": 27119, "loss_box_reg": 0.2640105318278074, "loss_cls": 0.22415720857679844, "loss_mask": 0.27246145717799664, "loss_rpn_cls": 0.03825035388581455, "loss_rpn_loc": 0.08890102803707123, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791919933915455, "mask_rcnn/false_negative": 0.09534535956273438, "mask_rcnn/false_positive": 0.14249967337804686, "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": 1.1666510752402246, "total_loss": 0.8920025813858956} {"data_time": 0.010890398407354951, "eta_seconds": 73130.09633753914, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3415821106163467, "fast_rcnn/fg_cls_accuracy": 0.6513920281275787, "iteration": 27139, "loss_box_reg": 0.2633586209267378, "loss_cls": 0.22951791994273663, "loss_mask": 0.26025931537151337, "loss_rpn_cls": 0.03394004481378943, "loss_rpn_loc": 0.07055962248705328, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946480997323356, "mask_rcnn/false_negative": 0.0890329406190295, "mask_rcnn/false_positive": 0.12570620578204258, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1650898011866957, "total_loss": 0.8543494795449078} {"data_time": 0.0122294370085001, "eta_seconds": 73106.82872814126, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.37306501547987614, "fast_rcnn/fg_cls_accuracy": 0.6062224741638687, "iteration": 27159, "loss_box_reg": 0.2703106515109539, "loss_cls": 0.22413746267557144, "loss_mask": 0.2765546217560768, "loss_rpn_cls": 0.03924958821153268, "loss_rpn_loc": 0.09844171442091465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877954879087384, "mask_rcnn/false_negative": 0.08358343223542533, "mask_rcnn/false_positive": 0.1401023260526088, "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": 1.1531314060557634, "total_loss": 0.9019520997535437} {"data_time": 0.011817084392532706, "eta_seconds": 73057.47358045075, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3224919835089327, "fast_rcnn/fg_cls_accuracy": 0.6433463796477495, "iteration": 27179, "loss_box_reg": 0.25066291727125645, "loss_cls": 0.21981429494917393, "loss_mask": 0.25064609199762344, "loss_rpn_cls": 0.03220344241708517, "loss_rpn_loc": 0.07121526217088103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878325793207908, "mask_rcnn/false_negative": 0.09771343192219978, "mask_rcnn/false_positive": 0.12783661245000846, "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": 1.150765237864107, "total_loss": 0.849689026363194} {"data_time": 0.01344229350797832, "eta_seconds": 73048.129371088, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.31953867028493893, "fast_rcnn/fg_cls_accuracy": 0.6410167547025503, "iteration": 27199, "loss_box_reg": 0.23591781873255968, "loss_cls": 0.2057623453438282, "loss_mask": 0.25531217083334923, "loss_rpn_cls": 0.03254979755729437, "loss_rpn_loc": 0.06156503758393228, "lr": 0.0001, "mask_rcnn/accuracy": 0.885746800835841, "mask_rcnn/false_negative": 0.09506926417747874, "mask_rcnn/false_positive": 0.1349712104651946, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1562143338378519, "total_loss": 0.7871884254273027} {"data_time": 0.011447977274656296, "eta_seconds": 73015.26589391753, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3714301071415774, "fast_rcnn/fg_cls_accuracy": 0.6106403013182675, "iteration": 27219, "loss_box_reg": 0.24854598753154278, "loss_cls": 0.21879815496504307, "loss_mask": 0.25276973098516464, "loss_rpn_cls": 0.03466911049326882, "loss_rpn_loc": 0.07161557301878929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862852266670825, "mask_rcnn/false_negative": 0.09127226616679047, "mask_rcnn/false_positive": 0.1250712698117234, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.149139049462974, "total_loss": 0.8358479852322489} {"data_time": 0.011416789377108216, "eta_seconds": 72992.00521666557, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.3772713032581454, "fast_rcnn/fg_cls_accuracy": 0.5771560708702449, "iteration": 27239, "loss_box_reg": 0.2565240152180195, "loss_cls": 0.22236663661897182, "loss_mask": 0.26333545334637165, "loss_rpn_cls": 0.02993452420923859, "loss_rpn_loc": 0.07886390574276447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901424180900503, "mask_rcnn/false_negative": 0.10351185703305311, "mask_rcnn/false_positive": 0.1227369789798427, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 206.125, "rpn/num_pos_anchors": 49.875, "time": 1.170669219456613, "total_loss": 0.8841371529269964} {"data_time": 0.012944653164595366, "eta_seconds": 72960.69419842679, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34232158425706816, "fast_rcnn/fg_cls_accuracy": 0.6181280131153006, "iteration": 27259, "loss_box_reg": 0.2655332749709487, "loss_cls": 0.22050696518272161, "loss_mask": 0.26647274382412434, "loss_rpn_cls": 0.037114232894964516, "loss_rpn_loc": 0.06910721026360989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874930584478689, "mask_rcnn/false_negative": 0.10109061060405006, "mask_rcnn/false_positive": 0.13404466078812166, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1629321465734392, "total_loss": 0.8592168216127902} {"data_time": 0.012557556852698326, "eta_seconds": 72937.43608742952, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36630292448712354, "fast_rcnn/fg_cls_accuracy": 0.6040669856459331, "iteration": 27279, "loss_box_reg": 0.23951887525618076, "loss_cls": 0.19946388714015484, "loss_mask": 0.25556319765746593, "loss_rpn_cls": 0.03207637742161751, "loss_rpn_loc": 0.0676517067477107, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838547496882805, "mask_rcnn/false_negative": 0.09959858405749031, "mask_rcnn/false_positive": 0.12858925493693887, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.1468952111899853, "total_loss": 0.7865691212937236} {"data_time": 0.011925382539629936, "eta_seconds": 72914.17797643226, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.38460047734644337, "fast_rcnn/fg_cls_accuracy": 0.6046923229405601, "iteration": 27299, "loss_box_reg": 0.24227973725646734, "loss_cls": 0.21417196467518806, "loss_mask": 0.26875999942421913, "loss_rpn_cls": 0.03589966084109619, "loss_rpn_loc": 0.08103788434527814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787467215737976, "mask_rcnn/false_negative": 0.09074761619743515, "mask_rcnn/false_positive": 0.1458100317620865, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.175292574102059, "total_loss": 0.8308540325378999} {"data_time": 0.011737705441191792, "eta_seconds": 72886.02902235463, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2615238476152385, "fast_rcnn/fg_cls_accuracy": 0.6875173370319001, "iteration": 27319, "loss_box_reg": 0.2334178276360035, "loss_cls": 0.20185060054063797, "loss_mask": 0.24807574227452278, "loss_rpn_cls": 0.03324855514802039, "loss_rpn_loc": 0.06648340914398432, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001060558332645, "mask_rcnn/false_negative": 0.08151230358643322, "mask_rcnn/false_positive": 0.11333758512838649, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1766669456847012, "total_loss": 0.7858645479427651} {"data_time": 0.012273530475795269, "eta_seconds": 72862.7724719327, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.287940993512841, "fast_rcnn/fg_cls_accuracy": 0.6728273502066116, "iteration": 27339, "loss_box_reg": 0.24828432872891426, "loss_cls": 0.2111935317516327, "loss_mask": 0.26157308369874954, "loss_rpn_cls": 0.032378826988860965, "loss_rpn_loc": 0.06724309758283198, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016574469380592, "mask_rcnn/false_negative": 0.08849233106317755, "mask_rcnn/false_positive": 0.1052710117909702, "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": 1.1644784265663475, "total_loss": 0.8119073798879981} {"data_time": 0.010862611467018723, "eta_seconds": 72844.40364344046, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3671501831501831, "fast_rcnn/fg_cls_accuracy": 0.6041582733812949, "iteration": 27359, "loss_box_reg": 0.26440304704010487, "loss_cls": 0.21874575596302748, "loss_mask": 0.2642996981739998, "loss_rpn_cls": 0.0404103968758136, "loss_rpn_loc": 0.08905441430397332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757944858996685, "mask_rcnn/false_negative": 0.09559289914750976, "mask_rcnn/false_positive": 0.14126955422806775, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1550296698696911, "total_loss": 0.8919920855551027} {"data_time": 0.012593463528901339, "eta_seconds": 72822.75277190842, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3237718843326955, "fast_rcnn/fg_cls_accuracy": 0.6552082576802963, "iteration": 27379, "loss_box_reg": 0.2426836844533682, "loss_cls": 0.19257854670286179, "loss_mask": 0.2605302669107914, "loss_rpn_cls": 0.03674609505105764, "loss_rpn_loc": 0.07471938943490386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917086584044558, "mask_rcnn/false_negative": 0.09433479013063263, "mask_rcnn/false_positive": 0.11605866008390585, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.151742452988401, "total_loss": 0.7978302842238918} {"data_time": 0.012946152361109853, "eta_seconds": 72806.44485559314, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3166999548998132, "fast_rcnn/fg_cls_accuracy": 0.6583748495513202, "iteration": 27399, "loss_box_reg": 0.260604590177536, "loss_cls": 0.2212245473638177, "loss_mask": 0.26063534431159496, "loss_rpn_cls": 0.041012164845597, "loss_rpn_loc": 0.07670245552435517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889961883991575, "mask_rcnn/false_negative": 0.09789031420576912, "mask_rcnn/false_positive": 0.12192172911089386, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1693363916128874, "total_loss": 0.8758984082378447} {"data_time": 0.012652836740016937, "eta_seconds": 72783.18401059136, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3882527494635193, "fast_rcnn/fg_cls_accuracy": 0.6047138427418527, "iteration": 27419, "loss_box_reg": 0.24229724891483784, "loss_cls": 0.20809267926961184, "loss_mask": 0.24590561725199223, "loss_rpn_cls": 0.03501799749210477, "loss_rpn_loc": 0.06562498491257429, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766684918148985, "mask_rcnn/false_negative": 0.10006655085683437, "mask_rcnn/false_positive": 0.1479747358612462, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1724676783196628, "total_loss": 0.8123531162273139} {"data_time": 0.01317978254519403, "eta_seconds": 72762.43993204087, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3723295475294891, "fast_rcnn/fg_cls_accuracy": 0.614937210839392, "iteration": 27439, "loss_box_reg": 0.2574824281036854, "loss_cls": 0.2017224282026291, "loss_mask": 0.25115896202623844, "loss_rpn_cls": 0.037566285114735365, "loss_rpn_loc": 0.06900484021753073, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017460916110461, "mask_rcnn/false_negative": 0.08027485133618963, "mask_rcnn/false_positive": 0.11700163735287561, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.176640604622662, "total_loss": 0.83136910374742} {"data_time": 0.011993635213002563, "eta_seconds": 72733.97306554951, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35664026095060575, "fast_rcnn/fg_cls_accuracy": 0.5740505699069235, "iteration": 27459, "loss_box_reg": 0.24194388091564178, "loss_cls": 0.22869594022631645, "loss_mask": 0.25121638737618923, "loss_rpn_cls": 0.03427390893921256, "loss_rpn_loc": 0.07550595980137587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895662279609229, "mask_rcnn/false_negative": 0.08924460291165648, "mask_rcnn/false_positive": 0.11929211446187216, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1548871374689043, "total_loss": 0.8375158351846039} {"data_time": 0.012133956886827946, "eta_seconds": 72719.81061771512, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3684483155552145, "fast_rcnn/fg_cls_accuracy": 0.602489692991234, "iteration": 27479, "loss_box_reg": 0.23359504342079163, "loss_cls": 0.19024913851171732, "loss_mask": 0.26340893283486366, "loss_rpn_cls": 0.034408130683004856, "loss_rpn_loc": 0.08169079013168812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887091437455927, "mask_rcnn/false_negative": 0.10419634033644112, "mask_rcnn/false_positive": 0.11499622536062223, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1608946050982922, "total_loss": 0.8173135054530576} {"data_time": 0.012227215571328998, "eta_seconds": 72696.54772244394, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3285110678362782, "fast_rcnn/fg_cls_accuracy": 0.6346269059101939, "iteration": 27499, "loss_box_reg": 0.2437977334484458, "loss_cls": 0.19573770090937614, "loss_mask": 0.2584769818931818, "loss_rpn_cls": 0.03879824606701732, "loss_rpn_loc": 0.0769800036214292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829850197987299, "mask_rcnn/false_negative": 0.10174091404935759, "mask_rcnn/false_positive": 0.11480300382350433, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1641321384813637, "total_loss": 0.8161886702291667} {"data_time": 0.01302943006157875, "eta_seconds": 72682.27149801329, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.3913443246670894, "fast_rcnn/fg_cls_accuracy": 0.5784426590897958, "iteration": 27519, "loss_box_reg": 0.2573658563196659, "loss_cls": 0.21976786945015192, "loss_mask": 0.2583469618111849, "loss_rpn_cls": 0.0379526698961854, "loss_rpn_loc": 0.0776990803424269, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905769066080242, "mask_rcnn/false_negative": 0.09970366693181483, "mask_rcnn/false_positive": 0.12041586263109938, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.167493298649788, "total_loss": 0.843489739112556} {"data_time": 0.01201104442588985, "eta_seconds": 72665.84898014087, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.38278388278388276, "fast_rcnn/fg_cls_accuracy": 0.5896679772826562, "iteration": 27539, "loss_box_reg": 0.23026706278324127, "loss_cls": 0.20952009689062834, "loss_mask": 0.26198476646095514, "loss_rpn_cls": 0.03494507831055671, "loss_rpn_loc": 0.07027577701956034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806652913186162, "mask_rcnn/false_negative": 0.10372709253282969, "mask_rcnn/false_positive": 0.1387648384516904, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1623544723261148, "total_loss": 0.8385227194521576} {"data_time": 0.011890088440850377, "eta_seconds": 72626.75903663039, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.33463541666666663, "fast_rcnn/fg_cls_accuracy": 0.6457885479773304, "iteration": 27559, "loss_box_reg": 0.2670240057632327, "loss_cls": 0.23216259945183992, "loss_mask": 0.26125965639948845, "loss_rpn_cls": 0.036773284315131605, "loss_rpn_loc": 0.0820326223038137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846134151302295, "mask_rcnn/false_negative": 0.0965837967126699, "mask_rcnn/false_positive": 0.13671948541137807, "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": 1.1588169070892036, "total_loss": 0.8785904496908188} {"data_time": 0.012651278637349606, "eta_seconds": 72573.55745021254, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.34664240348248054, "fast_rcnn/fg_cls_accuracy": 0.6325141340717664, "iteration": 27579, "loss_box_reg": 0.25242176093161106, "loss_cls": 0.2075766921043396, "loss_mask": 0.25688002444803715, "loss_rpn_cls": 0.04319657973246649, "loss_rpn_loc": 0.08342577237635851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960444186004914, "mask_rcnn/false_negative": 0.08342684527920866, "mask_rcnn/false_positive": 0.12422870249274717, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.1496431652922183, "total_loss": 0.8637624818366021} {"data_time": 0.013611501082777977, "eta_seconds": 72557.94134102762, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3293172690763052, "fast_rcnn/fg_cls_accuracy": 0.6523479427549195, "iteration": 27599, "loss_box_reg": 0.2470909897238016, "loss_cls": 0.20320295169949532, "loss_mask": 0.2558349259197712, "loss_rpn_cls": 0.032830771058797836, "loss_rpn_loc": 0.07889289269223809, "lr": 0.0001, "mask_rcnn/accuracy": 0.883425541088766, "mask_rcnn/false_negative": 0.10490965889432682, "mask_rcnn/false_positive": 0.11503025547104276, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1606193280313164, "total_loss": 0.8349666541907936} {"data_time": 0.013675700407475233, "eta_seconds": 72519.2018416943, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30062823355506285, "fast_rcnn/fg_cls_accuracy": 0.679840333716916, "iteration": 27619, "loss_box_reg": 0.25484291836619377, "loss_cls": 0.21533613931387663, "loss_mask": 0.24621856771409512, "loss_rpn_cls": 0.03319916967302561, "loss_rpn_loc": 0.06985048740170896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983836943586367, "mask_rcnn/false_negative": 0.0949571317582382, "mask_rcnn/false_positive": 0.11635931232427696, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.148269585100934, "total_loss": 0.8273236200329848} {"data_time": 0.012518116040155292, "eta_seconds": 72503.7975423783, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31805555555555554, "fast_rcnn/fg_cls_accuracy": 0.6445374484290701, "iteration": 27639, "loss_box_reg": 0.2440078230574727, "loss_cls": 0.22418229654431343, "loss_mask": 0.2552396431565285, "loss_rpn_cls": 0.035208111512474716, "loss_rpn_loc": 0.07069551385939121, "lr": 0.0001, "mask_rcnn/accuracy": 0.891101664883353, "mask_rcnn/false_negative": 0.09850077203545662, "mask_rcnn/false_positive": 0.12820089387853004, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.1674865200184286, "total_loss": 0.8387141732964665} {"data_time": 0.012358221923932433, "eta_seconds": 72488.17408973817, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33333040560718113, "fast_rcnn/fg_cls_accuracy": 0.6409845474613687, "iteration": 27659, "loss_box_reg": 0.23730507493019104, "loss_cls": 0.20369681436568499, "loss_mask": 0.2630674745887518, "loss_rpn_cls": 0.04176927055232227, "loss_rpn_loc": 0.08590104943141341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904663653446121, "mask_rcnn/false_negative": 0.10136508810095476, "mask_rcnn/false_positive": 0.12333318265196866, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1623876399826258, "total_loss": 0.829775447724387} {"data_time": 0.011931193294003606, "eta_seconds": 72464.91833930835, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3335222249926332, "fast_rcnn/fg_cls_accuracy": 0.6525846667702346, "iteration": 27679, "loss_box_reg": 0.2441623341292143, "loss_cls": 0.21586998738348484, "loss_mask": 0.2639789544045925, "loss_rpn_cls": 0.035188083769753575, "loss_rpn_loc": 0.07735610147938132, "lr": 0.0001, "mask_rcnn/accuracy": 0.89475752422181, "mask_rcnn/false_negative": 0.0901443580282737, "mask_rcnn/false_positive": 0.1275167525397172, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1554106229450554, "total_loss": 0.8288512387662195} {"data_time": 0.012204407248646021, "eta_seconds": 72446.53466003947, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3247126436781609, "fast_rcnn/fg_cls_accuracy": 0.5847508347508348, "iteration": 27699, "loss_box_reg": 0.2523403763771057, "loss_cls": 0.20410266518592834, "loss_mask": 0.25011585652828217, "loss_rpn_cls": 0.040012105950154364, "loss_rpn_loc": 0.0749756102450192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908648009373265, "mask_rcnn/false_negative": 0.09545423428883379, "mask_rcnn/false_positive": 0.11795168502066186, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1671419504564255, "total_loss": 0.8235087050125003} {"data_time": 0.013539165491238236, "eta_seconds": 72406.1477645114, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2989200749874581, "fast_rcnn/fg_cls_accuracy": 0.6674572226748923, "iteration": 27719, "loss_box_reg": 0.2325213886797428, "loss_cls": 0.19964166823774576, "loss_mask": 0.25414248183369637, "loss_rpn_cls": 0.03538559400476515, "loss_rpn_loc": 0.07443976274225861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947570341083517, "mask_rcnn/false_negative": 0.09118112538710413, "mask_rcnn/false_positive": 0.10453103090748059, "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": 1.1618977994658053, "total_loss": 0.7911797189153731} {"data_time": 0.011919252574443817, "eta_seconds": 72378.02768913098, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33199999999999996, "fast_rcnn/fg_cls_accuracy": 0.6456751054852321, "iteration": 27739, "loss_box_reg": 0.2282173838466406, "loss_cls": 0.19451683945953846, "loss_mask": 0.2531078215688467, "loss_rpn_cls": 0.030806666880380362, "loss_rpn_loc": 0.07216413028072566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8763534431629795, "mask_rcnn/false_negative": 0.11300125365958956, "mask_rcnn/false_positive": 0.11998090048380555, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.12970179785043, "total_loss": 0.7660283538280055} {"data_time": 0.012498956872150302, "eta_seconds": 72356.44633900374, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3346470539556438, "fast_rcnn/fg_cls_accuracy": 0.6262313715584744, "iteration": 27759, "loss_box_reg": 0.24725142121315002, "loss_cls": 0.20769461710005999, "loss_mask": 0.26083479821681976, "loss_rpn_cls": 0.035933197708800435, "loss_rpn_loc": 0.07657572953030467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868937842532068, "mask_rcnn/false_negative": 0.09757700523846774, "mask_rcnn/false_positive": 0.13049224412219795, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.158265527104959, "total_loss": 0.8362459215568379} {"data_time": 0.012496668379753828, "eta_seconds": 72289.65528787114, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3150252525252525, "fast_rcnn/fg_cls_accuracy": 0.6652997737556561, "iteration": 27779, "loss_box_reg": 0.2286649327725172, "loss_cls": 0.2028205692768097, "loss_mask": 0.25959574058651924, "loss_rpn_cls": 0.036365955136716366, "loss_rpn_loc": 0.06722405669279397, "lr": 0.0001, "mask_rcnn/accuracy": 0.884914392570935, "mask_rcnn/false_negative": 0.10093734979014615, "mask_rcnn/false_positive": 0.13635979907642196, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1544495502021164, "total_loss": 0.7929623993695714} {"data_time": 0.013435327913612127, "eta_seconds": 72261.3674568478, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32856356070496084, "fast_rcnn/fg_cls_accuracy": 0.6339459061391176, "iteration": 27799, "loss_box_reg": 0.2630852609872818, "loss_cls": 0.2232390195131302, "loss_mask": 0.265786562114954, "loss_rpn_cls": 0.04292969964444637, "loss_rpn_loc": 0.08759114251006395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798023666274358, "mask_rcnn/false_negative": 0.1035125564358515, "mask_rcnn/false_positive": 0.13620789009893963, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 1.148141885176301, "total_loss": 0.8643565958773252} {"data_time": 0.011720220325514674, "eta_seconds": 72238.13229046296, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.34105810999098435, "fast_rcnn/fg_cls_accuracy": 0.630134061992998, "iteration": 27819, "loss_box_reg": 0.23750226199626923, "loss_cls": 0.2104031816124916, "loss_mask": 0.2461374718695879, "loss_rpn_cls": 0.03683957876637578, "loss_rpn_loc": 0.0736684548901394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867731333506643, "mask_rcnn/false_negative": 0.08389525141142633, "mask_rcnn/false_positive": 0.13080405711010276, "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": 1.158932374091819, "total_loss": 0.8063897669780999} {"data_time": 0.01262354594655335, "eta_seconds": 72257.32227668166, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3435562917299909, "fast_rcnn/fg_cls_accuracy": 0.6242793423331514, "iteration": 27839, "loss_box_reg": 0.2721016760915518, "loss_cls": 0.22312464378774166, "loss_mask": 0.2635079137980938, "loss_rpn_cls": 0.037415880244225264, "loss_rpn_loc": 0.06514468789100647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850392093534625, "mask_rcnn/false_negative": 0.0985066774459771, "mask_rcnn/false_positive": 0.12156819045013173, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1735268500633538, "total_loss": 0.873310454422608} {"data_time": 0.012856823392212391, "eta_seconds": 72236.4895163104, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36242036380408776, "fast_rcnn/fg_cls_accuracy": 0.6010752688172043, "iteration": 27859, "loss_box_reg": 0.2623057831078768, "loss_cls": 0.21181877981871367, "loss_mask": 0.25720807909965515, "loss_rpn_cls": 0.04169576708227396, "loss_rpn_loc": 0.08332088962197304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8709228676703269, "mask_rcnn/false_negative": 0.1001981530697664, "mask_rcnn/false_positive": 0.14233113628533905, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1584020089358091, "total_loss": 0.8739975346252322} {"data_time": 0.012966528069227934, "eta_seconds": 72218.78968840465, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3282266260162602, "fast_rcnn/fg_cls_accuracy": 0.6255816605839416, "iteration": 27879, "loss_box_reg": 0.2576579647138715, "loss_cls": 0.21136999037116766, "loss_mask": 0.2557625584304333, "loss_rpn_cls": 0.03231487947050482, "loss_rpn_loc": 0.07280405052006245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790204715484955, "mask_rcnn/false_negative": 0.10514790772624641, "mask_rcnn/false_positive": 0.13328777653189283, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1652886047959328, "total_loss": 0.8553694084985182} {"data_time": 0.011527243303135037, "eta_seconds": 72185.15389370732, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3422103529176858, "fast_rcnn/fg_cls_accuracy": 0.6193749690456144, "iteration": 27899, "loss_box_reg": 0.2524456512182951, "loss_cls": 0.21647173166275024, "loss_mask": 0.27368737384676933, "loss_rpn_cls": 0.03472806350328028, "loss_rpn_loc": 0.07411352219060063, "lr": 0.0001, "mask_rcnn/accuracy": 0.892237499229299, "mask_rcnn/false_negative": 0.10177700884102814, "mask_rcnn/false_positive": 0.11765836019055918, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1651127594523132, "total_loss": 0.8618195938179269} {"data_time": 0.011562468018382788, "eta_seconds": 72132.80195325613, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.364310552835143, "fast_rcnn/fg_cls_accuracy": 0.6208238888341382, "iteration": 27919, "loss_box_reg": 0.2567478734999895, "loss_cls": 0.22231063060462475, "loss_mask": 0.25607980601489544, "loss_rpn_cls": 0.035589506034739316, "loss_rpn_loc": 0.07658094633370638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904120280088255, "mask_rcnn/false_negative": 0.09493346230442096, "mask_rcnn/false_positive": 0.12654617888395614, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1428598067723215, "total_loss": 0.8504589479416609} {"data_time": 0.01169753447175026, "eta_seconds": 72132.88264182862, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3736549552984001, "fast_rcnn/fg_cls_accuracy": 0.593290363966826, "iteration": 27939, "loss_box_reg": 0.23331655375659466, "loss_cls": 0.20453797280788422, "loss_mask": 0.2506467215716839, "loss_rpn_cls": 0.03495309897698462, "loss_rpn_loc": 0.0737765736412257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794729299623072, "mask_rcnn/false_negative": 0.0865704546335022, "mask_rcnn/false_positive": 0.14511464428726656, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1658204507548362, "total_loss": 0.8108149430481717} {"data_time": 0.012841260526329279, "eta_seconds": 72078.57045449317, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2946615142407328, "fast_rcnn/fg_cls_accuracy": 0.6647727272727273, "iteration": 27959, "loss_box_reg": 0.25809937715530396, "loss_cls": 0.20733665116131306, "loss_mask": 0.25199885480105877, "loss_rpn_cls": 0.033764471649192274, "loss_rpn_loc": 0.07991405995562673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937974620254665, "mask_rcnn/false_negative": 0.09019693981574652, "mask_rcnn/false_positive": 0.12696875144142963, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1529655361082405, "total_loss": 0.807940662256442} {"data_time": 0.0129746007733047, "eta_seconds": 72086.39029078651, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3463578899841975, "fast_rcnn/fg_cls_accuracy": 0.6368111625996431, "iteration": 27979, "loss_box_reg": 0.24868359230458736, "loss_cls": 0.2114352872595191, "loss_mask": 0.2506795506924391, "loss_rpn_cls": 0.03502891166135669, "loss_rpn_loc": 0.0754144717939198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974152251116967, "mask_rcnn/false_negative": 0.08808354594069917, "mask_rcnn/false_positive": 0.11400006323812698, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1744283286388963, "total_loss": 0.8165751769265626} {"data_time": 0.012576951179653406, "eta_seconds": 72029.49421433732, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3452532992762878, "fast_rcnn/fg_cls_accuracy": 0.6211404351790246, "iteration": 27999, "loss_box_reg": 0.24824367836117744, "loss_cls": 0.22103691473603249, "loss_mask": 0.25875071436166763, "loss_rpn_cls": 0.0370859089307487, "loss_rpn_loc": 0.07805029349401593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879744277237556, "mask_rcnn/false_negative": 0.09129608287345525, "mask_rcnn/false_positive": 0.12746412071649513, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.1414594899397343, "total_loss": 0.8648446163861081} {"data_time": 0.012865321477875113, "eta_seconds": 71973.4236166114, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3441119063109954, "fast_rcnn/fg_cls_accuracy": 0.6377753303964757, "iteration": 28019, "loss_box_reg": 0.2519982922822237, "loss_cls": 0.20440827123820782, "loss_mask": 0.2610717583447695, "loss_rpn_cls": 0.03833018243312836, "loss_rpn_loc": 0.08192931022495031, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933049054278557, "mask_rcnn/false_negative": 0.08963229983572202, "mask_rcnn/false_positive": 0.1282284823057814, "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": 1.155007325578481, "total_loss": 0.8586050407029688} {"data_time": 0.011969338171184063, "eta_seconds": 71886.06687451713, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33916500047605447, "fast_rcnn/fg_cls_accuracy": 0.627585814957945, "iteration": 28039, "loss_box_reg": 0.233575701713562, "loss_cls": 0.19163735397160053, "loss_mask": 0.2514936178922653, "loss_rpn_cls": 0.031909900601021945, "loss_rpn_loc": 0.06935641472227871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957033333835456, "mask_rcnn/false_negative": 0.09221121628733536, "mask_rcnn/false_positive": 0.11769281070125633, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1463227567728609, "total_loss": 0.7762779637996573} {"data_time": 0.01340637099929154, "eta_seconds": 71845.76089143753, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.6001682736037839, "iteration": 28059, "loss_box_reg": 0.2612985000014305, "loss_cls": 0.21263959258794785, "loss_mask": 0.2488691657781601, "loss_rpn_cls": 0.03401197318453342, "loss_rpn_loc": 0.07244550087489188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926319303295531, "mask_rcnn/false_negative": 0.09988371976657029, "mask_rcnn/false_positive": 0.12976041041570302, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1544173879083246, "total_loss": 0.8657244807109237} {"data_time": 0.011715673608705401, "eta_seconds": 71833.37106540799, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.34735095719210407, "fast_rcnn/fg_cls_accuracy": 0.6030591169478976, "iteration": 28079, "loss_box_reg": 0.256972904317081, "loss_cls": 0.20930317230522633, "loss_mask": 0.2600063234567642, "loss_rpn_cls": 0.04333985666744411, "loss_rpn_loc": 0.08060886012390256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800076259438181, "mask_rcnn/false_negative": 0.10828981810566335, "mask_rcnn/false_positive": 0.13076981885917943, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1621261562686414, "total_loss": 0.8799429293721914} {"data_time": 0.013776833890005946, "eta_seconds": 71850.44108645525, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3069534050179211, "fast_rcnn/fg_cls_accuracy": 0.6733333333333333, "iteration": 28099, "loss_box_reg": 0.23001331090927124, "loss_cls": 0.2130134655162692, "loss_mask": 0.24905166029930115, "loss_rpn_cls": 0.03294752893270925, "loss_rpn_loc": 0.06621891516260803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900822189708777, "mask_rcnn/false_negative": 0.09878583813015744, "mask_rcnn/false_positive": 0.1196559173310066, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1641242858022451, "total_loss": 0.7914613622706383} {"data_time": 0.013667384162545204, "eta_seconds": 71820.55984721519, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.33458646616541354, "fast_rcnn/fg_cls_accuracy": 0.6099047292077933, "iteration": 28119, "loss_box_reg": 0.22464121505618095, "loss_cls": 0.19965165480971336, "loss_mask": 0.25104123540222645, "loss_rpn_cls": 0.037224969593808055, "loss_rpn_loc": 0.07140231959056109, "lr": 0.0001, "mask_rcnn/accuracy": 0.896436402011457, "mask_rcnn/false_negative": 0.09889712720657948, "mask_rcnn/false_positive": 0.10703873743424, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1610550205223262, "total_loss": 0.7710569755290635} {"data_time": 0.013075652066618204, "eta_seconds": 71761.1992948316, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3498909944658729, "fast_rcnn/fg_cls_accuracy": 0.5864988191970539, "iteration": 28139, "loss_box_reg": 0.25032280571758747, "loss_cls": 0.23326732218265533, "loss_mask": 0.25403245352208614, "loss_rpn_cls": 0.032813098398037255, "loss_rpn_loc": 0.07669005123898387, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839913355734085, "mask_rcnn/false_negative": 0.10108214926875272, "mask_rcnn/false_positive": 0.12540679209065952, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1364200664684176, "total_loss": 0.8553096086252481} {"data_time": 0.012626443756744266, "eta_seconds": 71737.99813114107, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3698742865146899, "fast_rcnn/fg_cls_accuracy": 0.6256346955212382, "iteration": 28159, "loss_box_reg": 0.24981250800192356, "loss_cls": 0.20478112995624542, "loss_mask": 0.2508258707821369, "loss_rpn_cls": 0.03793756105005741, "loss_rpn_loc": 0.07301561208441854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848287520749927, "mask_rcnn/false_negative": 0.09400124893849562, "mask_rcnn/false_positive": 0.13044200496006328, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.155856202589348, "total_loss": 0.8623303165659308} {"data_time": 0.012039553839713335, "eta_seconds": 71761.38729231432, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.38283756684491976, "fast_rcnn/fg_cls_accuracy": 0.5631602641056422, "iteration": 28179, "loss_box_reg": 0.2532170172780752, "loss_cls": 0.22675665840506554, "loss_mask": 0.27139509469270706, "loss_rpn_cls": 0.03940719552338123, "loss_rpn_loc": 0.0767446388490498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823039136289437, "mask_rcnn/false_negative": 0.10507635242699849, "mask_rcnn/false_positive": 0.1285502601419462, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1636366778984666, "total_loss": 0.8877858128398657} {"data_time": 0.01283187186345458, "eta_seconds": 71723.17757089622, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.37966537966537967, "fast_rcnn/fg_cls_accuracy": 0.6028047452706075, "iteration": 28199, "loss_box_reg": 0.2507596965879202, "loss_cls": 0.23041220847517252, "loss_mask": 0.2663422040641308, "loss_rpn_cls": 0.033594617852941155, "loss_rpn_loc": 0.06750652333721519, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819302562399824, "mask_rcnn/false_negative": 0.10709807891757203, "mask_rcnn/false_positive": 0.13724819023249785, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1489578725304455, "total_loss": 0.871044933446683} {"data_time": 0.011284260544925928, "eta_seconds": 71699.96618656907, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3635428403468378, "fast_rcnn/fg_cls_accuracy": 0.605490238377737, "iteration": 28219, "loss_box_reg": 0.2440994381904602, "loss_cls": 0.20975466445088387, "loss_mask": 0.24847218580543995, "loss_rpn_cls": 0.03183191595599055, "loss_rpn_loc": 0.07010545115917921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803531529294936, "mask_rcnn/false_negative": 0.10333461129855143, "mask_rcnn/false_positive": 0.12895390214313512, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.15708450647071, "total_loss": 0.8216315458994359} {"data_time": 0.011843153508380055, "eta_seconds": 71676.75480224192, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3273737373737374, "fast_rcnn/fg_cls_accuracy": 0.6478012313104662, "iteration": 28239, "loss_box_reg": 0.24709825217723846, "loss_cls": 0.21023922227323055, "loss_mask": 0.2614073324948549, "loss_rpn_cls": 0.0333260748302564, "loss_rpn_loc": 0.08331038057804108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925338467856246, "mask_rcnn/false_negative": 0.08924355970869491, "mask_rcnn/false_positive": 0.1221480898354301, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.160137543687597, "total_loss": 0.8488942133262753} {"data_time": 0.011136908549815416, "eta_seconds": 71664.75665166043, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3639716622845457, "fast_rcnn/fg_cls_accuracy": 0.6014984526847278, "iteration": 28259, "loss_box_reg": 0.24687628634274006, "loss_cls": 0.22277810238301754, "loss_mask": 0.2624409403651953, "loss_rpn_cls": 0.032664839061908424, "loss_rpn_loc": 0.06696452433243394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827616929689901, "mask_rcnn/false_negative": 0.09536163988269598, "mask_rcnn/false_positive": 0.12770328976631312, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1725532717537135, "total_loss": 0.853612020262517} {"data_time": 0.011458241380751133, "eta_seconds": 71653.4686307516, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.42052428335656716, "fast_rcnn/fg_cls_accuracy": 0.5683521896405757, "iteration": 28279, "loss_box_reg": 0.24877319857478142, "loss_cls": 0.20816729217767715, "loss_mask": 0.24487808346748352, "loss_rpn_cls": 0.03326167294289917, "loss_rpn_loc": 0.06906255288049579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736457764924151, "mask_rcnn/false_negative": 0.1094389807901743, "mask_rcnn/false_positive": 0.13722093681511527, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.166920843301341, "total_loss": 0.8193051312118769} {"data_time": 0.011822439031675458, "eta_seconds": 71622.08987278864, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3399012544059714, "fast_rcnn/fg_cls_accuracy": 0.6303522817180942, "iteration": 28299, "loss_box_reg": 0.25402045249938965, "loss_cls": 0.20739093143492937, "loss_mask": 0.2609379068017006, "loss_rpn_cls": 0.036212798207998276, "loss_rpn_loc": 0.08960634330287576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934277031499667, "mask_rcnn/false_negative": 0.08817186818185144, "mask_rcnn/false_positive": 0.12078117031117483, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1664757954422385, "total_loss": 0.859803881496191} {"data_time": 0.013327560620382428, "eta_seconds": 71569.57952035591, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37545975278866445, "fast_rcnn/fg_cls_accuracy": 0.5970106260401997, "iteration": 28319, "loss_box_reg": 0.24151002801954746, "loss_cls": 0.20789598114788532, "loss_mask": 0.259639048948884, "loss_rpn_cls": 0.03850721917115152, "loss_rpn_loc": 0.08709640894085169, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988945591512876, "mask_rcnn/false_negative": 0.09247916765928657, "mask_rcnn/false_positive": 0.11602091774403978, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1546268269885331, "total_loss": 0.8391068526543677} {"data_time": 0.012663694331422448, "eta_seconds": 71571.89658473246, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32673157286387483, "fast_rcnn/fg_cls_accuracy": 0.656419728654045, "iteration": 28339, "loss_box_reg": 0.2505843173712492, "loss_cls": 0.21541589591652155, "loss_mask": 0.2611310686916113, "loss_rpn_cls": 0.03397010266780853, "loss_rpn_loc": 0.07374872150830925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896796189201676, "mask_rcnn/false_negative": 0.09671813011428396, "mask_rcnn/false_positive": 0.10887864257310007, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.1716691590845585, "total_loss": 0.8295881699305028} {"data_time": 0.012345428112894297, "eta_seconds": 71556.28063950688, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3392156862745098, "fast_rcnn/fg_cls_accuracy": 0.6366125760649087, "iteration": 28359, "loss_box_reg": 0.2359888730570674, "loss_cls": 0.20314840227365494, "loss_mask": 0.2519266176968813, "loss_rpn_cls": 0.029540520161390305, "loss_rpn_loc": 0.06262625986710191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963307105542639, "mask_rcnn/false_negative": 0.07351520616642823, "mask_rcnn/false_positive": 0.13410320659672764, "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": 1.1730413297191262, "total_loss": 0.8037291606888175} {"data_time": 0.011336978524923325, "eta_seconds": 71537.37422273029, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3466030697731303, "fast_rcnn/fg_cls_accuracy": 0.6284712000785007, "iteration": 28379, "loss_box_reg": 0.25618495512753725, "loss_cls": 0.21757512725889683, "loss_mask": 0.2690794561058283, "loss_rpn_cls": 0.037340024253353477, "loss_rpn_loc": 0.08343135192990303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877194392459369, "mask_rcnn/false_negative": 0.08905172158820221, "mask_rcnn/false_positive": 0.1267072720086875, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1635907089803368, "total_loss": 0.8818515634629875} {"data_time": 0.012971429852768779, "eta_seconds": 71502.25153453648, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33644963144963147, "fast_rcnn/fg_cls_accuracy": 0.6466008771929825, "iteration": 28399, "loss_box_reg": 0.25230614095926285, "loss_cls": 0.2087915986776352, "loss_mask": 0.24988673254847527, "loss_rpn_cls": 0.035392583755310625, "loss_rpn_loc": 0.07697525294497609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974325435157511, "mask_rcnn/false_negative": 0.08835085585351815, "mask_rcnn/false_positive": 0.1165588014796406, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1552594215609133, "total_loss": 0.8423144818516448} {"data_time": 0.014104150468483567, "eta_seconds": 71453.54583112057, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32211410880141533, "fast_rcnn/fg_cls_accuracy": 0.641500810850656, "iteration": 28419, "loss_box_reg": 0.2317295428365469, "loss_cls": 0.20120178908109665, "loss_mask": 0.25452172942459583, "loss_rpn_cls": 0.03649808908812702, "loss_rpn_loc": 0.07727395778056234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885336638244181, "mask_rcnn/false_negative": 0.10022694822300791, "mask_rcnn/false_positive": 0.12726595199104085, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1662845308892429, "total_loss": 0.7888320088968612} {"data_time": 0.012740198522806168, "eta_seconds": 71430.3390932735, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3388365241768295, "fast_rcnn/fg_cls_accuracy": 0.6135986849499832, "iteration": 28439, "loss_box_reg": 0.2534698359668255, "loss_cls": 0.22302919439971447, "loss_mask": 0.2667585853487253, "loss_rpn_cls": 0.0395060230512172, "loss_rpn_loc": 0.07740489160642028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843833640013382, "mask_rcnn/false_negative": 0.10109671675970996, "mask_rcnn/false_positive": 0.13305362274103957, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1676255529746413, "total_loss": 0.8564547055866569} {"data_time": 0.012606777716428041, "eta_seconds": 71435.1717976993, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.35457875457875454, "fast_rcnn/fg_cls_accuracy": 0.5926799007444169, "iteration": 28459, "loss_box_reg": 0.2518055383116007, "loss_cls": 0.21375667862594128, "loss_mask": 0.26385579258203506, "loss_rpn_cls": 0.04001349420286715, "loss_rpn_loc": 0.08850542618893087, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903901920324114, "mask_rcnn/false_negative": 0.0961435078574615, "mask_rcnn/false_positive": 0.12799597317192926, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1658009099774063, "total_loss": 0.8392276132944971} {"data_time": 0.013568846508860588, "eta_seconds": 71409.39146760851, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3576494427558258, "fast_rcnn/fg_cls_accuracy": 0.6123670212765957, "iteration": 28479, "loss_box_reg": 0.24691068939864635, "loss_cls": 0.20816342905163765, "loss_mask": 0.24989817291498184, "loss_rpn_cls": 0.038258661748841405, "loss_rpn_loc": 0.08317607641220093, "lr": 0.0001, "mask_rcnn/accuracy": 0.891071341980924, "mask_rcnn/false_negative": 0.090571968972703, "mask_rcnn/false_positive": 0.12320884408782456, "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": 1.1542942381929606, "total_loss": 0.8428418927360326} {"data_time": 0.013888457091525197, "eta_seconds": 71393.75826297328, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35161883738042676, "fast_rcnn/fg_cls_accuracy": 0.6391098449813164, "iteration": 28499, "loss_box_reg": 0.2572940420359373, "loss_cls": 0.20991428941488266, "loss_mask": 0.2539270892739296, "loss_rpn_cls": 0.034233499551191926, "loss_rpn_loc": 0.08024529973044991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952357084236637, "mask_rcnn/false_negative": 0.07850288866020538, "mask_rcnn/false_positive": 0.12342917289807763, "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": 1.1766942280810326, "total_loss": 0.851442655781284} {"data_time": 0.013584476662799716, "eta_seconds": 71366.49596701376, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3369119108307772, "fast_rcnn/fg_cls_accuracy": 0.6036877663153173, "iteration": 28519, "loss_box_reg": 0.2518386375159025, "loss_cls": 0.228206442669034, "loss_mask": 0.2654151078313589, "loss_rpn_cls": 0.037233951035887, "loss_rpn_loc": 0.08466066140681505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869560687033665, "mask_rcnn/false_negative": 0.08877259849970104, "mask_rcnn/false_positive": 0.12507682013327054, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.159402659162879, "total_loss": 0.8570340694859624} {"data_time": 0.012257664697244763, "eta_seconds": 71341.86266087927, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.326927731255143, "fast_rcnn/fg_cls_accuracy": 0.6625210425494863, "iteration": 28539, "loss_box_reg": 0.25186463445425034, "loss_cls": 0.2143450267612934, "loss_mask": 0.26106902211904526, "loss_rpn_cls": 0.03988505876623094, "loss_rpn_loc": 0.08365254942327738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982237408954745, "mask_rcnn/false_negative": 0.09334841842619035, "mask_rcnn/false_positive": 0.11807559074113233, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.156626732321456, "total_loss": 0.8605781944934279} {"data_time": 0.01207508984953165, "eta_seconds": 71324.10581588745, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3114224137931034, "fast_rcnn/fg_cls_accuracy": 0.6449755700325732, "iteration": 28559, "loss_box_reg": 0.24588503688573837, "loss_cls": 0.2000792482867837, "loss_mask": 0.25419120118021965, "loss_rpn_cls": 0.036371635855175555, "loss_rpn_loc": 0.07249111379496753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854440213585435, "mask_rcnn/false_negative": 0.09540737481913285, "mask_rcnn/false_positive": 0.14002047716545374, "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": 1.172958561917767, "total_loss": 0.7981849303469062} {"data_time": 0.012961426516994834, "eta_seconds": 71317.90454876143, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3436532507739938, "fast_rcnn/fg_cls_accuracy": 0.6282916392363397, "iteration": 28579, "loss_box_reg": 0.24682895466685295, "loss_cls": 0.2074220646172762, "loss_mask": 0.25490824691951275, "loss_rpn_cls": 0.02960774814710021, "loss_rpn_loc": 0.07487751077860594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905528936491366, "mask_rcnn/false_negative": 0.09830936926601111, "mask_rcnn/false_positive": 0.12189442710627524, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1604702924378216, "total_loss": 0.8109822873957455} {"data_time": 0.012958630919456482, "eta_seconds": 71294.68152546324, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3734602204316013, "fast_rcnn/fg_cls_accuracy": 0.5994350282485876, "iteration": 28599, "loss_box_reg": 0.2707433383911848, "loss_cls": 0.22931377589702606, "loss_mask": 0.2640711311250925, "loss_rpn_cls": 0.042017125291749835, "loss_rpn_loc": 0.08019842626526952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791592318383781, "mask_rcnn/false_negative": 0.08853128284758718, "mask_rcnn/false_positive": 0.14645218867947135, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1628430699929595, "total_loss": 0.8829145673662424} {"data_time": 0.012259847717359662, "eta_seconds": 71271.45850216504, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.34598588178990186, "fast_rcnn/fg_cls_accuracy": 0.5998675145733969, "iteration": 28619, "loss_box_reg": 0.2684292197227478, "loss_cls": 0.21637471579015255, "loss_mask": 0.2525954656302929, "loss_rpn_cls": 0.03458923037396744, "loss_rpn_loc": 0.07301136292517185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900321333502346, "mask_rcnn/false_negative": 0.09713566663781505, "mask_rcnn/false_positive": 0.14034937362791625, "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": 1.1597945622634143, "total_loss": 0.8328187880688347} {"data_time": 0.012127584079280496, "eta_seconds": 71239.74211871624, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3494143625192012, "fast_rcnn/fg_cls_accuracy": 0.6154778131152506, "iteration": 28639, "loss_box_reg": 0.25809214264154434, "loss_cls": 0.21832589339464903, "loss_mask": 0.27229679375886917, "loss_rpn_cls": 0.034833680489100516, "loss_rpn_loc": 0.08666736772283912, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861523759382883, "mask_rcnn/false_negative": 0.10417832444341164, "mask_rcnn/false_positive": 0.12397090299218108, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1632469601463526, "total_loss": 0.8728799909586087} {"data_time": 0.01104751299135387, "eta_seconds": 71233.2253942592, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3233918128654971, "fast_rcnn/fg_cls_accuracy": 0.6345853506168984, "iteration": 28659, "loss_box_reg": 0.22224533930420876, "loss_cls": 0.19196858908981085, "loss_mask": 0.24578533880412579, "loss_rpn_cls": 0.03396302880719304, "loss_rpn_loc": 0.0638046651147306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893903715332288, "mask_rcnn/false_negative": 0.09267596029413575, "mask_rcnn/false_positive": 0.13852228875227088, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1625253460370004, "total_loss": 0.7559175861533731} {"data_time": 0.012953680008649826, "eta_seconds": 71209.9996931199, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.333500388836084, "fast_rcnn/fg_cls_accuracy": 0.6420547826838331, "iteration": 28679, "loss_box_reg": 0.2397637260146439, "loss_cls": 0.19956028647720814, "loss_mask": 0.2505048383027315, "loss_rpn_cls": 0.036278191953897476, "loss_rpn_loc": 0.06917994213290513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973407873218513, "mask_rcnn/false_negative": 0.08845023658086278, "mask_rcnn/false_positive": 0.1318721530790528, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.150230543455109, "total_loss": 0.8118556328117847} {"data_time": 0.01191097660921514, "eta_seconds": 71165.8721170621, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.36800152555301296, "fast_rcnn/fg_cls_accuracy": 0.6139588100686499, "iteration": 28699, "loss_box_reg": 0.26919395476579666, "loss_cls": 0.21822448819875717, "loss_mask": 0.25886805541813374, "loss_rpn_cls": 0.033214527764357626, "loss_rpn_loc": 0.08480762178078294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846282403939019, "mask_rcnn/false_negative": 0.1024480027340963, "mask_rcnn/false_positive": 0.13779229045244348, "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": 1.1722932602278888, "total_loss": 0.8918542449828237} {"data_time": 0.012164199957624078, "eta_seconds": 71155.34338567406, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3755145010131712, "fast_rcnn/fg_cls_accuracy": 0.5875322997416021, "iteration": 28719, "loss_box_reg": 0.24568646773695946, "loss_cls": 0.20305416826158762, "loss_mask": 0.25630551390349865, "loss_rpn_cls": 0.03456448426004499, "loss_rpn_loc": 0.08015663549304008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799597007140599, "mask_rcnn/false_negative": 0.10015908883694563, "mask_rcnn/false_positive": 0.1345260261075797, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1667922800406814, "total_loss": 0.8231976981041953} {"data_time": 0.01170094101689756, "eta_seconds": 71144.33477228042, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3644838713961302, "fast_rcnn/fg_cls_accuracy": 0.6066764258445994, "iteration": 28739, "loss_box_reg": 0.23467082157731056, "loss_cls": 0.20723706763237715, "loss_mask": 0.2661394979804754, "loss_rpn_cls": 0.04134332499234006, "loss_rpn_loc": 0.08165829116478562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881984783314059, "mask_rcnn/false_negative": 0.08647736196986418, "mask_rcnn/false_positive": 0.13274035418300667, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.146725615253672, "total_loss": 0.8215760530438274} {"data_time": 0.013278646161779761, "eta_seconds": 71100.420589149, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.40252781623339995, "fast_rcnn/fg_cls_accuracy": 0.5865608251592679, "iteration": 28759, "loss_box_reg": 0.21942719351500273, "loss_cls": 0.19511316530406475, "loss_mask": 0.24752273224294186, "loss_rpn_cls": 0.030974464840255678, "loss_rpn_loc": 0.07058825553394854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928214466919602, "mask_rcnn/false_negative": 0.09378291540924508, "mask_rcnn/false_positive": 0.14930505874246852, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1399153212551028, "total_loss": 0.7527152244583704} {"data_time": 0.01284292759373784, "eta_seconds": 71068.71350990608, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35073312386937067, "fast_rcnn/fg_cls_accuracy": 0.6315766923736075, "iteration": 28779, "loss_box_reg": 0.24290852062404156, "loss_cls": 0.2025487613864243, "loss_mask": 0.2481806855648756, "loss_rpn_cls": 0.04167398781282827, "loss_rpn_loc": 0.08538366016000509, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019008992485884, "mask_rcnn/false_negative": 0.09522808649664283, "mask_rcnn/false_positive": 0.112670382007199, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1509574430529028, "total_loss": 0.8313282369635999} {"data_time": 0.012610438512638211, "eta_seconds": 71052.54317214713, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.3550102436287239, "fast_rcnn/fg_cls_accuracy": 0.6058185279187818, "iteration": 28799, "loss_box_reg": 0.23913227953016758, "loss_cls": 0.21066017355769873, "loss_mask": 0.25670337677001953, "loss_rpn_cls": 0.033170845825225115, "loss_rpn_loc": 0.06931040296331048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918191662890053, "mask_rcnn/false_negative": 0.09759977325329072, "mask_rcnn/false_positive": 0.12723496736371492, "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": 1.1564593738876283, "total_loss": 0.8077733563259244} {"data_time": 0.01199129200540483, "eta_seconds": 71029.32338679675, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.324693816375471, "fast_rcnn/fg_cls_accuracy": 0.6493855606758833, "iteration": 28819, "loss_box_reg": 0.2535040397197008, "loss_cls": 0.2145197056233883, "loss_mask": 0.25933269783854485, "loss_rpn_cls": 0.031359184184111655, "loss_rpn_loc": 0.07693701633252203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958392576495109, "mask_rcnn/false_negative": 0.08681778512903646, "mask_rcnn/false_positive": 0.12259403180060072, "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": 1.1639992410782725, "total_loss": 0.8367033727699891} {"data_time": 0.012309620389714837, "eta_seconds": 70959.0436348319, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3458411643865554, "fast_rcnn/fg_cls_accuracy": 0.6404012251993708, "iteration": 28839, "loss_box_reg": 0.23897855821996927, "loss_cls": 0.20302021503448486, "loss_mask": 0.2606356330215931, "loss_rpn_cls": 0.034288764698430896, "loss_rpn_loc": 0.07655149255879223, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004344532669704, "mask_rcnn/false_negative": 0.0869486375075189, "mask_rcnn/false_positive": 0.10865667439432222, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1564926931168884, "total_loss": 0.8127694088034332} {"data_time": 0.012093083932995796, "eta_seconds": 70970.41137465276, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35599823581299617, "fast_rcnn/fg_cls_accuracy": 0.6115882122367531, "iteration": 28859, "loss_box_reg": 0.2560138124972582, "loss_cls": 0.22524163220077753, "loss_mask": 0.2645278647542, "loss_rpn_cls": 0.03533141210209578, "loss_rpn_loc": 0.08223290834575891, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829358162963499, "mask_rcnn/false_negative": 0.11408178729978125, "mask_rcnn/false_positive": 0.1357732220365424, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1689870059490204, "total_loss": 0.8712244580965489} {"data_time": 0.012831809930503368, "eta_seconds": 70947.1956692636, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3165698256862352, "fast_rcnn/fg_cls_accuracy": 0.6765475152571927, "iteration": 28879, "loss_box_reg": 0.24669669941067696, "loss_cls": 0.20804226584732533, "loss_mask": 0.26945921033620834, "loss_rpn_cls": 0.03686507081147283, "loss_rpn_loc": 0.07336899265646935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866157758958295, "mask_rcnn/false_negative": 0.10302654919049456, "mask_rcnn/false_positive": 0.12484539910441496, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1645419711712748, "total_loss": 0.8552566843573004} {"data_time": 0.012618789449334145, "eta_seconds": 70923.97996387444, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.35149080310370634, "fast_rcnn/fg_cls_accuracy": 0.5992522698949617, "iteration": 28899, "loss_box_reg": 0.24289894104003906, "loss_cls": 0.2133352505043149, "loss_mask": 0.2623482085764408, "loss_rpn_cls": 0.034970357664860785, "loss_rpn_loc": 0.07852409174665809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838896225153152, "mask_rcnn/false_negative": 0.10062145691050445, "mask_rcnn/false_positive": 0.13237028188367084, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1671168559696525, "total_loss": 0.8353074420301709} {"data_time": 0.014215626521036029, "eta_seconds": 70902.17263606377, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.36160447761194026, "fast_rcnn/fg_cls_accuracy": 0.6021873434630155, "iteration": 28919, "loss_box_reg": 0.2462535034865141, "loss_cls": 0.2267293483018875, "loss_mask": 0.2611348517239094, "loss_rpn_cls": 0.03370735119096935, "loss_rpn_loc": 0.07554200431331992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891714093348848, "mask_rcnn/false_negative": 0.09704865504485166, "mask_rcnn/false_positive": 0.12879831282106236, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1603950634598732, "total_loss": 0.8384661731543019} {"data_time": 0.01272458373568952, "eta_seconds": 70868.17646123469, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.3403548347762468, "fast_rcnn/fg_cls_accuracy": 0.6324431099873578, "iteration": 28939, "loss_box_reg": 0.24829695001244545, "loss_cls": 0.23336556646972895, "loss_mask": 0.2625410631299019, "loss_rpn_cls": 0.037099036388099194, "loss_rpn_loc": 0.07856402569450438, "lr": 0.0001, "mask_rcnn/accuracy": 0.887380046771679, "mask_rcnn/false_negative": 0.09708155264565815, "mask_rcnn/false_positive": 0.12136333846774736, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 1.1542515952605754, "total_loss": 0.8531154731172137} {"data_time": 0.012505626305937767, "eta_seconds": 70854.33284770697, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.37692005321722305, "fast_rcnn/fg_cls_accuracy": 0.6008859458151912, "iteration": 28959, "loss_box_reg": 0.22778900992125273, "loss_cls": 0.2003450831398368, "loss_mask": 0.2522867564111948, "loss_rpn_cls": 0.035047460172791034, "loss_rpn_loc": 0.0702025379287079, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888448232275203, "mask_rcnn/false_negative": 0.09716203890819061, "mask_rcnn/false_positive": 0.1169692156051762, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1599714416079223, "total_loss": 0.8050630247453228} {"data_time": 0.013645405415445566, "eta_seconds": 70831.11714231782, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.26357905294075507, "fast_rcnn/fg_cls_accuracy": 0.7267866954059423, "iteration": 28979, "loss_box_reg": 0.25397889874875546, "loss_cls": 0.2104097604751587, "loss_mask": 0.2568200621753931, "loss_rpn_cls": 0.03757205978035927, "loss_rpn_loc": 0.0687234535580501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955964359244395, "mask_rcnn/false_negative": 0.09205731429727138, "mask_rcnn/false_positive": 0.11285154105824113, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.16841843072325, "total_loss": 0.8418952247593552} {"data_time": 0.012222247663885355, "eta_seconds": 70809.30796987377, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34511741488485675, "fast_rcnn/fg_cls_accuracy": 0.6296304280343532, "iteration": 28999, "loss_box_reg": 0.24395614303648472, "loss_cls": 0.21308908332139254, "loss_mask": 0.25760173611342907, "loss_rpn_cls": 0.03507423179689795, "loss_rpn_loc": 0.07748254155740142, "lr": 0.0001, "mask_rcnn/accuracy": 0.893042463948827, "mask_rcnn/false_negative": 0.08822423254035411, "mask_rcnn/false_positive": 0.12012727749687069, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1499492838047445, "total_loss": 0.8427645447663963} {"data_time": 0.01235119323246181, "eta_seconds": 70817.65834423713, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.37489579611766105, "fast_rcnn/fg_cls_accuracy": 0.6004964178936085, "iteration": 29019, "loss_box_reg": 0.25890895165503025, "loss_cls": 0.21172985434532166, "loss_mask": 0.25565946474671364, "loss_rpn_cls": 0.034675512346439064, "loss_rpn_loc": 0.07399955322034657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852027222066976, "mask_rcnn/false_negative": 0.1034133118682059, "mask_rcnn/false_positive": 0.12464375386690146, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.174706932157278, "total_loss": 0.8501235467847437} {"data_time": 0.01223910111002624, "eta_seconds": 70806.58891662955, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2976471656976744, "fast_rcnn/fg_cls_accuracy": 0.6682224477313168, "iteration": 29039, "loss_box_reg": 0.2574817817658186, "loss_cls": 0.21562819927930832, "loss_mask": 0.24894937872886658, "loss_rpn_cls": 0.037859787116758525, "loss_rpn_loc": 0.08758325222879648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938729803874714, "mask_rcnn/false_negative": 0.08127722003179673, "mask_rcnn/false_positive": 0.13716647124275289, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1607093079946935, "total_loss": 0.844579593394883} {"data_time": 0.012663889909163117, "eta_seconds": 70788.5215626657, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3362068965517241, "fast_rcnn/fg_cls_accuracy": 0.6014623850444746, "iteration": 29059, "loss_box_reg": 0.23385237157344818, "loss_cls": 0.1871641231700778, "loss_mask": 0.2510499767959118, "loss_rpn_cls": 0.030143143725581467, "loss_rpn_loc": 0.058617203729227185, "lr": 0.0001, "mask_rcnn/accuracy": 0.887176023581433, "mask_rcnn/false_negative": 0.09694601467875434, "mask_rcnn/false_positive": 0.13356268389520995, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1627319764811546, "total_loss": 0.7796460332028801} {"data_time": 0.013313714414834976, "eta_seconds": 70759.51422766782, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3511281224818695, "fast_rcnn/fg_cls_accuracy": 0.6293094576515386, "iteration": 29079, "loss_box_reg": 0.24207192286849022, "loss_cls": 0.20156292896717787, "loss_mask": 0.2569182328879833, "loss_rpn_cls": 0.033244246733374894, "loss_rpn_loc": 0.07109951693564653, "lr": 0.0001, "mask_rcnn/accuracy": 0.898393998010163, "mask_rcnn/false_negative": 0.09192013928404133, "mask_rcnn/false_positive": 0.1054097266262247, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.375, "rpn/num_pos_anchors": 21.625, "time": 1.1542145756538957, "total_loss": 0.7987053310789634} {"data_time": 0.01283048652112484, "eta_seconds": 70726.24857381452, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3992349276159062, "fast_rcnn/fg_cls_accuracy": 0.5684245660881175, "iteration": 29099, "loss_box_reg": 0.22708243690431118, "loss_cls": 0.20881730690598488, "loss_mask": 0.2527071051299572, "loss_rpn_cls": 0.030271167866885662, "loss_rpn_loc": 0.06723674014210701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805294445676821, "mask_rcnn/false_negative": 0.10964410504213533, "mask_rcnn/false_positive": 0.12354251204154254, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1495538318995386, "total_loss": 0.8040680148405954} {"data_time": 0.012728480855003, "eta_seconds": 70691.74837199971, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3449197860962567, "fast_rcnn/fg_cls_accuracy": 0.6090909090909091, "iteration": 29119, "loss_box_reg": 0.24745015241205692, "loss_cls": 0.21258481964468956, "loss_mask": 0.25074512511491776, "loss_rpn_cls": 0.03889872180297971, "loss_rpn_loc": 0.07506155129522085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859777946504689, "mask_rcnn/false_negative": 0.09856525786289055, "mask_rcnn/false_positive": 0.12834625425285995, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1200168111827224, "total_loss": 0.8298283705953509} {"data_time": 0.0130427370313555, "eta_seconds": 70670.46752633061, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.4257174328381487, "fast_rcnn/fg_cls_accuracy": 0.5368633082046986, "iteration": 29139, "loss_box_reg": 0.2739089634269476, "loss_cls": 0.22425552364438772, "loss_mask": 0.2656425815075636, "loss_rpn_cls": 0.03716418391559273, "loss_rpn_loc": 0.07625901186838746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776119461370493, "mask_rcnn/false_negative": 0.11397708282217224, "mask_rcnn/false_positive": 0.14596135885789238, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1280360310338438, "total_loss": 0.8800356521969661} {"data_time": 0.012427992187440395, "eta_seconds": 70627.58134502918, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37715617715617716, "fast_rcnn/fg_cls_accuracy": 0.5873854943034442, "iteration": 29159, "loss_box_reg": 0.2477041706442833, "loss_cls": 0.22283750027418137, "loss_mask": 0.2521990239620209, "loss_rpn_cls": 0.03384522642591037, "loss_rpn_loc": 0.0686127389781177, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850678599597188, "mask_rcnn/false_negative": 0.11201464463740593, "mask_rcnn/false_positive": 0.12966755082119283, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1425378327257931, "total_loss": 0.8275127188535407} {"data_time": 0.011677656089887023, "eta_seconds": 70613.68548014667, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33805550516959915, "fast_rcnn/fg_cls_accuracy": 0.6258391959798995, "iteration": 29179, "loss_box_reg": 0.255495841614902, "loss_cls": 0.22071286104619503, "loss_mask": 0.2637730799615383, "loss_rpn_cls": 0.03669000114314258, "loss_rpn_loc": 0.08709444990381598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857805207330003, "mask_rcnn/false_negative": 0.08994766078491664, "mask_rcnn/false_positive": 0.1513049085147109, "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": 1.1645073459949344, "total_loss": 0.847901601344347} {"data_time": 0.011647493811324239, "eta_seconds": 70598.8551415503, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3151531891386563, "fast_rcnn/fg_cls_accuracy": 0.6514047169236394, "iteration": 29199, "loss_box_reg": 0.2582698818296194, "loss_cls": 0.22778392862528563, "loss_mask": 0.2624162994325161, "loss_rpn_cls": 0.03515050688292831, "loss_rpn_loc": 0.07056951464619488, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938725418108155, "mask_rcnn/false_negative": 0.08926295455920086, "mask_rcnn/false_positive": 0.13520951501111564, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.157063797581941, "total_loss": 0.8631720367120579} {"data_time": 0.012153085554018617, "eta_seconds": 70590.70097346324, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32587813740663485, "fast_rcnn/fg_cls_accuracy": 0.6342439943476212, "iteration": 29219, "loss_box_reg": 0.26082105562090874, "loss_cls": 0.2282781172543764, "loss_mask": 0.25464621372520924, "loss_rpn_cls": 0.029465462546795607, "loss_rpn_loc": 0.06954128993675113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968841756788186, "mask_rcnn/false_negative": 0.09504860972946372, "mask_rcnn/false_positive": 0.13138581057179666, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.1724802085664123, "total_loss": 0.8695718072121963} {"data_time": 0.010974484495818615, "eta_seconds": 70573.6717740167, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3237593586430796, "fast_rcnn/fg_cls_accuracy": 0.6671428571428571, "iteration": 29239, "loss_box_reg": 0.23820034228265285, "loss_cls": 0.20263847708702087, "loss_mask": 0.2568193580955267, "loss_rpn_cls": 0.03553265135269612, "loss_rpn_loc": 0.08238199749030173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873102325042166, "mask_rcnn/false_negative": 0.09519118997992618, "mask_rcnn/false_positive": 0.12883510068509363, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1630457011051476, "total_loss": 0.8306393099483103} {"data_time": 0.012957397848367691, "eta_seconds": 70529.18521871325, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.34238979279655124, "fast_rcnn/fg_cls_accuracy": 0.6270053475935828, "iteration": 29259, "loss_box_reg": 0.24730851408094168, "loss_cls": 0.2046142853796482, "loss_mask": 0.24772251024842262, "loss_rpn_cls": 0.039137364947237074, "loss_rpn_loc": 0.07974254980217665, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853280202921936, "mask_rcnn/false_negative": 0.10375337063429213, "mask_rcnn/false_positive": 0.13454486430967383, "roi_head/num_bg_samples": 428.375, "roi_head/num_fg_samples": 83.625, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1349986388813704, "total_loss": 0.8476858073845506} {"data_time": 0.011798338033258915, "eta_seconds": 70493.58792912215, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.38736444498598754, "fast_rcnn/fg_cls_accuracy": 0.6055684172048251, "iteration": 29279, "loss_box_reg": 0.23395195230841637, "loss_cls": 0.21154011879116297, "loss_mask": 0.24901721812784672, "loss_rpn_cls": 0.03202597005292773, "loss_rpn_loc": 0.061169927939772606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951033703128248, "mask_rcnn/false_negative": 0.08645591292259974, "mask_rcnn/false_positive": 0.13653653692394868, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1675914875231683, "total_loss": 0.7812242539366707} {"data_time": 0.012220291420817375, "eta_seconds": 70458.07287527714, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3482016036655212, "fast_rcnn/fg_cls_accuracy": 0.6107235187874065, "iteration": 29299, "loss_box_reg": 0.24408704601228237, "loss_cls": 0.20754244551062584, "loss_mask": 0.2515117656439543, "loss_rpn_cls": 0.03015951276756823, "loss_rpn_loc": 0.07140470063313842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836102622867328, "mask_rcnn/false_negative": 0.10489525962685924, "mask_rcnn/false_positive": 0.13435569702631273, "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": 1.1628532423637807, "total_loss": 0.836497517535463} {"data_time": 0.012855740962550044, "eta_seconds": 70434.8576947581, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3054562250432088, "fast_rcnn/fg_cls_accuracy": 0.6372237919938675, "iteration": 29319, "loss_box_reg": 0.2336597628891468, "loss_cls": 0.195451395586133, "loss_mask": 0.2649558112025261, "loss_rpn_cls": 0.02976060484070331, "loss_rpn_loc": 0.0700685812626034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958557541424852, "mask_rcnn/false_negative": 0.09311671685115816, "mask_rcnn/false_positive": 0.10466270328898195, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1556442570872605, "total_loss": 0.7772643103962764} {"data_time": 0.011226337403059006, "eta_seconds": 70390.577967586, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.36766731394508667, "fast_rcnn/fg_cls_accuracy": 0.6113678765264586, "iteration": 29339, "loss_box_reg": 0.24645330756902695, "loss_cls": 0.20389993488788605, "loss_mask": 0.25856682285666466, "loss_rpn_cls": 0.034081822144798934, "loss_rpn_loc": 0.07117941556498408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794468080557575, "mask_rcnn/false_negative": 0.09195643578365703, "mask_rcnn/false_positive": 0.1328799080563603, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1560295135714114, "total_loss": 0.7986836573400069} {"data_time": 0.010657672537490726, "eta_seconds": 70353.20015292615, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.31950252767000886, "fast_rcnn/fg_cls_accuracy": 0.642566854327938, "iteration": 29359, "loss_box_reg": 0.2328831497579813, "loss_cls": 0.1943889707326889, "loss_mask": 0.24750935100018978, "loss_rpn_cls": 0.03263766481541097, "loss_rpn_loc": 0.07010045181959867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872953361555918, "mask_rcnn/false_negative": 0.09948039441563011, "mask_rcnn/false_positive": 0.12869581778592215, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1490985278505832, "total_loss": 0.796286488242913} {"data_time": 0.012191297486424446, "eta_seconds": 70318.13215737231, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3314459930313589, "fast_rcnn/fg_cls_accuracy": 0.6594763398730608, "iteration": 29379, "loss_box_reg": 0.251158956438303, "loss_cls": 0.21002446487545967, "loss_mask": 0.2563105635344982, "loss_rpn_cls": 0.03777700802311301, "loss_rpn_loc": 0.08057433879002929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844094070257973, "mask_rcnn/false_negative": 0.09714851786958595, "mask_rcnn/false_positive": 0.13411685623601108, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1388763841241598, "total_loss": 0.8612484980840236} {"data_time": 0.012561597162857652, "eta_seconds": 70308.73781684786, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.31839469777749896, "fast_rcnn/fg_cls_accuracy": 0.6317975170484351, "iteration": 29399, "loss_box_reg": 0.2270137406885624, "loss_cls": 0.19362953584641218, "loss_mask": 0.24192684143781662, "loss_rpn_cls": 0.02809331170283258, "loss_rpn_loc": 0.0631629666313529, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029148937242881, "mask_rcnn/false_negative": 0.08360124103355011, "mask_rcnn/false_positive": 0.12395962383016262, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1640290084760636, "total_loss": 0.7582648227689788} {"data_time": 0.01225640089251101, "eta_seconds": 70269.81370964553, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.34856082411755795, "fast_rcnn/fg_cls_accuracy": 0.6420733922732227, "iteration": 29419, "loss_box_reg": 0.2278454825282097, "loss_cls": 0.21208691503852606, "loss_mask": 0.24949217028915882, "loss_rpn_cls": 0.029871525475755334, "loss_rpn_loc": 0.08882919885218143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948733270736196, "mask_rcnn/false_negative": 0.09898872977212603, "mask_rcnn/false_positive": 0.12032727118240953, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1512918232474476, "total_loss": 0.8050406454131007} {"data_time": 0.012193657690659165, "eta_seconds": 70227.47028591111, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3026013309134906, "fast_rcnn/fg_cls_accuracy": 0.644179863147605, "iteration": 29439, "loss_box_reg": 0.22544194478541613, "loss_cls": 0.18874489795416594, "loss_mask": 0.24025247618556023, "loss_rpn_cls": 0.027336591330822557, "loss_rpn_loc": 0.05790950765367597, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003101503759399, "mask_rcnn/false_negative": 0.09369118830681658, "mask_rcnn/false_positive": 0.1034462038299503, "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": 1.1585221334826201, "total_loss": 0.750133128487505} {"data_time": 0.011892837937921286, "eta_seconds": 70169.2820504168, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.34191536203522505, "fast_rcnn/fg_cls_accuracy": 0.6259474563206577, "iteration": 29459, "loss_box_reg": 0.26940426230430603, "loss_cls": 0.21256591845303774, "loss_mask": 0.25187444128096104, "loss_rpn_cls": 0.030391368316486478, "loss_rpn_loc": 0.07070712407585233, "lr": 0.0001, "mask_rcnn/accuracy": 0.886944796024633, "mask_rcnn/false_negative": 0.08628270154570372, "mask_rcnn/false_positive": 0.12493428858098786, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1678883729036897, "total_loss": 0.8345283272210509} {"data_time": 0.011698333779349923, "eta_seconds": 70181.08490263112, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31686507936507935, "fast_rcnn/fg_cls_accuracy": 0.627473042662916, "iteration": 29479, "loss_box_reg": 0.22616741620004177, "loss_cls": 0.2010065671056509, "loss_mask": 0.23548396117985249, "loss_rpn_cls": 0.030346811865456402, "loss_rpn_loc": 0.0701595270074904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950961142674201, "mask_rcnn/false_negative": 0.09240139162578592, "mask_rcnn/false_positive": 0.11799766810414908, "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": 1.1637720470316708, "total_loss": 0.773347693728283} {"data_time": 0.010670805582776666, "eta_seconds": 70114.08501770347, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.34735701266072216, "fast_rcnn/fg_cls_accuracy": 0.6300314694149445, "iteration": 29499, "loss_box_reg": 0.24933537188917398, "loss_cls": 0.2004356011748314, "loss_mask": 0.2503682281821966, "loss_rpn_cls": 0.026132647355552763, "loss_rpn_loc": 0.07060215808451176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872103279955392, "mask_rcnn/false_negative": 0.101350007854907, "mask_rcnn/false_positive": 0.11622450173394584, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1508417769800872, "total_loss": 0.8026752306614071} {"data_time": 0.013049117056652904, "eta_seconds": 70148.99688899517, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3198809523809524, "fast_rcnn/fg_cls_accuracy": 0.6473763736263736, "iteration": 29519, "loss_box_reg": 0.24565974809229374, "loss_cls": 0.211569014005363, "loss_mask": 0.25282188318669796, "loss_rpn_cls": 0.03245750768110156, "loss_rpn_loc": 0.08261221088469028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969459252963559, "mask_rcnn/false_negative": 0.08593897292808117, "mask_rcnn/false_positive": 0.1324124863194078, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1762364120222628, "total_loss": 0.8292774114524946} {"data_time": 0.012636135797947645, "eta_seconds": 70144.36809442472, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.38502796136248096, "fast_rcnn/fg_cls_accuracy": 0.5814728153131195, "iteration": 29539, "loss_box_reg": 0.24740133434534073, "loss_cls": 0.22141151782125235, "loss_mask": 0.2626814227551222, "loss_rpn_cls": 0.036106282379478216, "loss_rpn_loc": 0.07573289005085826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825803436453947, "mask_rcnn/false_negative": 0.10204760859507712, "mask_rcnn/false_positive": 0.1216221345162943, "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": 1.1661440150346607, "total_loss": 0.8357142631430179} {"data_time": 0.013098401250317693, "eta_seconds": 70118.0713458173, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2868149129649616, "fast_rcnn/fg_cls_accuracy": 0.7057959244734621, "iteration": 29559, "loss_box_reg": 0.2468768861144781, "loss_cls": 0.20834246836602688, "loss_mask": 0.25059928745031357, "loss_rpn_cls": 0.027506670565344393, "loss_rpn_loc": 0.06217283429577947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865183110560937, "mask_rcnn/false_negative": 0.0946512058325904, "mask_rcnn/false_positive": 0.13357883613263177, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1702500933315605, "total_loss": 0.80718816712033} {"data_time": 0.012290004873648286, "eta_seconds": 70097.96097031329, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.31062801932367146, "fast_rcnn/fg_cls_accuracy": 0.6768340635883608, "iteration": 29579, "loss_box_reg": 0.2293116506189108, "loss_cls": 0.1927397819235921, "loss_mask": 0.24291181564331055, "loss_rpn_cls": 0.02848217450082302, "loss_rpn_loc": 0.07245786604471505, "lr": 0.0001, "mask_rcnn/accuracy": 0.893397120824307, "mask_rcnn/false_negative": 0.09095646389781073, "mask_rcnn/false_positive": 0.10907819786367794, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.161904760170728, "total_loss": 0.749783193343319} {"data_time": 0.013867816887795925, "eta_seconds": 70071.66626881808, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.31743859129920093, "fast_rcnn/fg_cls_accuracy": 0.6526648886631107, "iteration": 29599, "loss_box_reg": 0.22818833868950605, "loss_cls": 0.1768821431323886, "loss_mask": 0.24397615157067776, "loss_rpn_cls": 0.024914352339692414, "loss_rpn_loc": 0.0647465221118182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911976762943465, "mask_rcnn/false_negative": 0.0922037466483657, "mask_rcnn/false_positive": 0.12170965667359065, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.149075852939859, "total_loss": 0.7522656341316178} {"data_time": 0.013255055295303464, "eta_seconds": 70036.5359254647, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2993894926391609, "fast_rcnn/fg_cls_accuracy": 0.6452005220692929, "iteration": 29619, "loss_box_reg": 0.23066547978669405, "loss_cls": 0.1922931019216776, "loss_mask": 0.2544697094708681, "loss_rpn_cls": 0.031012396793812513, "loss_rpn_loc": 0.07979401352349669, "lr": 0.0001, "mask_rcnn/accuracy": 0.895545924086106, "mask_rcnn/false_negative": 0.08793274929102818, "mask_rcnn/false_positive": 0.11653154782280983, "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": 1.1550234705209732, "total_loss": 0.787001931515988} {"data_time": 0.012775348033756018, "eta_seconds": 69958.28441072255, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33580169830169826, "fast_rcnn/fg_cls_accuracy": 0.66245004995005, "iteration": 29639, "loss_box_reg": 0.22583787515759468, "loss_cls": 0.20178007800132036, "loss_mask": 0.2413688525557518, "loss_rpn_cls": 0.03112917550606653, "loss_rpn_loc": 0.07970990147441626, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031813166468754, "mask_rcnn/false_negative": 0.08775240922257982, "mask_rcnn/false_positive": 0.11197377942123213, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1309296232648194, "total_loss": 0.7973598052049056} {"data_time": 0.012588850921019912, "eta_seconds": 69937.47074532788, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4009999653391564, "fast_rcnn/fg_cls_accuracy": 0.5758631132646881, "iteration": 29659, "loss_box_reg": 0.2589713893830776, "loss_cls": 0.2177458149380982, "loss_mask": 0.2590082921087742, "loss_rpn_cls": 0.03642970626242459, "loss_rpn_loc": 0.08253938867710531, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785428308755737, "mask_rcnn/false_negative": 0.09793995592542867, "mask_rcnn/false_positive": 0.13617703330430964, "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": 1.1672858470119536, "total_loss": 0.869519576895982} {"data_time": 0.012438452104106545, "eta_seconds": 69984.8563362658, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.36969989211808163, "fast_rcnn/fg_cls_accuracy": 0.5993091788847758, "iteration": 29679, "loss_box_reg": 0.25914424378424883, "loss_cls": 0.21703049913048744, "loss_mask": 0.26802066899836063, "loss_rpn_cls": 0.038345916429534554, "loss_rpn_loc": 0.07042971556074917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793109850769381, "mask_rcnn/false_negative": 0.08407400496439515, "mask_rcnn/false_positive": 0.14652190466807427, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1755784151609987, "total_loss": 0.8850015089847147} {"data_time": 0.013336865464225411, "eta_seconds": 69961.65180830285, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.36320633561643834, "fast_rcnn/fg_cls_accuracy": 0.5940567066521265, "iteration": 29699, "loss_box_reg": 0.24162618536502123, "loss_cls": 0.2062684204429388, "loss_mask": 0.24955914728343487, "loss_rpn_cls": 0.03518200584221631, "loss_rpn_loc": 0.0751147021073848, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029340151239067, "mask_rcnn/false_negative": 0.08253323304897814, "mask_rcnn/false_positive": 0.10946073521850466, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1632076506502926, "total_loss": 0.8200743874767795} {"data_time": 0.011721126502379775, "eta_seconds": 69932.45103782043, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6421933407171535, "iteration": 29719, "loss_box_reg": 0.25263657607138157, "loss_cls": 0.2041398035362363, "loss_mask": 0.25734606571495533, "loss_rpn_cls": 0.03943425044417381, "loss_rpn_loc": 0.08340383949689567, "lr": 0.0001, "mask_rcnn/accuracy": 0.883858949829932, "mask_rcnn/false_negative": 0.09823261346726353, "mask_rcnn/false_positive": 0.14568218936313915, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1633599114138633, "total_loss": 0.8579550808062777} {"data_time": 0.012862528441473842, "eta_seconds": 69915.24275237694, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30510464965116785, "fast_rcnn/fg_cls_accuracy": 0.6539869656890933, "iteration": 29739, "loss_box_reg": 0.24485206604003906, "loss_cls": 0.1904042847454548, "loss_mask": 0.24906506016850471, "loss_rpn_cls": 0.030357698327861726, "loss_rpn_loc": 0.06158170523121953, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056623022897384, "mask_rcnn/false_negative": 0.08833061286573798, "mask_rcnn/false_positive": 0.11502805524586586, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1584623758681118, "total_loss": 0.7743198593962006} {"data_time": 0.012899544555693865, "eta_seconds": 69894.2689307034, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3514116822641168, "fast_rcnn/fg_cls_accuracy": 0.641837255326386, "iteration": 29759, "loss_box_reg": 0.2679323051124811, "loss_cls": 0.22450842335820198, "loss_mask": 0.25338215194642544, "loss_rpn_cls": 0.034610040369443595, "loss_rpn_loc": 0.08131942362524569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839940765280656, "mask_rcnn/false_negative": 0.10210209367181827, "mask_rcnn/false_positive": 0.12634125256165865, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1524637821130455, "total_loss": 0.8507065348094329} {"data_time": 0.0135626420378685, "eta_seconds": 69888.40311612934, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3396448678198434, "fast_rcnn/fg_cls_accuracy": 0.630946575038794, "iteration": 29779, "loss_box_reg": 0.24821726232767105, "loss_cls": 0.19184190034866333, "loss_mask": 0.2491545882076025, "loss_rpn_cls": 0.03249716310529038, "loss_rpn_loc": 0.07070885691791773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819538208317848, "mask_rcnn/false_negative": 0.09908451595803838, "mask_rcnn/false_positive": 0.13680836029135232, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1595122232101858, "total_loss": 0.7930518046487123} {"data_time": 0.012985956389456987, "eta_seconds": 69846.61763338372, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29401993355481726, "fast_rcnn/fg_cls_accuracy": 0.6813275813622915, "iteration": 29799, "loss_box_reg": 0.2313449177891016, "loss_cls": 0.19071686640381813, "loss_mask": 0.2515271194279194, "loss_rpn_cls": 0.026812314754351974, "loss_rpn_loc": 0.06615805253386497, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041003520846278, "mask_rcnn/false_negative": 0.08098628674965103, "mask_rcnn/false_positive": 0.1252519818038495, "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": 1.1416218308731914, "total_loss": 0.7657895253505558} {"data_time": 0.012866983655840158, "eta_seconds": 69824.65312499553, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26195345752031396, "fast_rcnn/fg_cls_accuracy": 0.7334131567826454, "iteration": 29819, "loss_box_reg": 0.2418588437139988, "loss_cls": 0.20219274703413248, "loss_mask": 0.2544481214135885, "loss_rpn_cls": 0.028554656135383993, "loss_rpn_loc": 0.07170741818845272, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056620525282035, "mask_rcnn/false_negative": 0.07972330677655909, "mask_rcnn/false_positive": 0.11237371423186487, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1663266555406153, "total_loss": 0.794963801279664} {"data_time": 0.013696834910660982, "eta_seconds": 69824.3536952138, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.36112708453133985, "fast_rcnn/fg_cls_accuracy": 0.6222945386836127, "iteration": 29839, "loss_box_reg": 0.24969038274139166, "loss_cls": 0.1982525521889329, "loss_mask": 0.23982378095388412, "loss_rpn_cls": 0.03724055120255798, "loss_rpn_loc": 0.07454569265246391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865382778197904, "mask_rcnn/false_negative": 0.10385912550403878, "mask_rcnn/false_positive": 0.11850366272303775, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.169885718030855, "total_loss": 0.8175811043474823} {"data_time": 0.011403273325413465, "eta_seconds": 69778.24258785695, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33179012345679015, "fast_rcnn/fg_cls_accuracy": 0.6378258343018429, "iteration": 29859, "loss_box_reg": 0.24025067500770092, "loss_cls": 0.19283165968954563, "loss_mask": 0.2450588308274746, "loss_rpn_cls": 0.03105546801816672, "loss_rpn_loc": 0.07433873193804175, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929288958770091, "mask_rcnn/false_negative": 0.09911166957637574, "mask_rcnn/false_positive": 0.10717664748508184, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1601900565437973, "total_loss": 0.7892177224857733} {"data_time": 0.01305266609415412, "eta_seconds": 69755.03731928766, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.31347349718685225, "fast_rcnn/fg_cls_accuracy": 0.603022116646095, "iteration": 29879, "loss_box_reg": 0.2500902619212866, "loss_cls": 0.21469575818628073, "loss_mask": 0.2559731435030699, "loss_rpn_cls": 0.0311463235411793, "loss_rpn_loc": 0.06411872105672956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849179174096823, "mask_rcnn/false_negative": 0.09085696817593542, "mask_rcnn/false_positive": 0.13512570393902357, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1632211736869067, "total_loss": 0.8280185768380761} {"data_time": 0.01252462761476636, "eta_seconds": 69727.33028156217, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.32189665653495436, "fast_rcnn/fg_cls_accuracy": 0.6382726693697472, "iteration": 29899, "loss_box_reg": 0.25467196106910706, "loss_cls": 0.20735242404043674, "loss_mask": 0.24069753289222717, "loss_rpn_cls": 0.027570162812480703, "loss_rpn_loc": 0.07642590999603271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858760341895546, "mask_rcnn/false_negative": 0.10020479943269495, "mask_rcnn/false_positive": 0.11643358952997068, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.154481522506103, "total_loss": 0.7852361583500169} {"data_time": 0.011629732558503747, "eta_seconds": 69697.6042073965, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2938801355218578, "fast_rcnn/fg_cls_accuracy": 0.6672813036020583, "iteration": 29919, "loss_box_reg": 0.25786121375858784, "loss_cls": 0.2050188397988677, "loss_mask": 0.25812283530831337, "loss_rpn_cls": 0.029434880358166993, "loss_rpn_loc": 0.06939994636923075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808001525168492, "mask_rcnn/false_negative": 0.11201600222592992, "mask_rcnn/false_positive": 0.12470812874992365, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1473280917853117, "total_loss": 0.8342174988938496} {"data_time": 0.011808953015133739, "eta_seconds": 69674.4026081264, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33984833124614866, "fast_rcnn/fg_cls_accuracy": 0.6188481928877485, "iteration": 29939, "loss_box_reg": 0.2396628838032484, "loss_cls": 0.20080733578652143, "loss_mask": 0.2574384529143572, "loss_rpn_cls": 0.029047194286249578, "loss_rpn_loc": 0.07223734818398952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877868830830172, "mask_rcnn/false_negative": 0.0931833553806733, "mask_rcnn/false_positive": 0.13531062654497444, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.154894831823185, "total_loss": 0.8114516415516846} {"data_time": 0.011795255821198225, "eta_seconds": 69648.15840451978, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3277803308823529, "fast_rcnn/fg_cls_accuracy": 0.6585813098619178, "iteration": 29959, "loss_box_reg": 0.24563989602029324, "loss_cls": 0.19655672926455736, "loss_mask": 0.250851608812809, "loss_rpn_cls": 0.03573961471556686, "loss_rpn_loc": 0.07833693013526499, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933727042063482, "mask_rcnn/false_negative": 0.09413290118193646, "mask_rcnn/false_positive": 0.11063591850542855, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1552425648551434, "total_loss": 0.7863584457372781} {"data_time": 0.01191328908316791, "eta_seconds": 69618.96134889685, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3532066203035972, "fast_rcnn/fg_cls_accuracy": 0.6084447726091832, "iteration": 29979, "loss_box_reg": 0.2445196509361267, "loss_cls": 0.207321148365736, "loss_mask": 0.25151567347347736, "loss_rpn_cls": 0.03034377854783088, "loss_rpn_loc": 0.06685994192957878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882511058610636, "mask_rcnn/false_negative": 0.10449305141522652, "mask_rcnn/false_positive": 0.12579470047338767, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.1633736290968955, "total_loss": 0.829639803734608} {"bbox/AP": 37.55630789750378, "bbox/AP-airplane": 58.39191699191076, "bbox/AP-apple": 17.86750219152666, "bbox/AP-backpack": 12.841048256508609, "bbox/AP-banana": 22.074144391297253, "bbox/AP-baseball bat": 24.66959693082817, "bbox/AP-baseball glove": 36.37815890091707, "bbox/AP-bear": 68.06659715066678, "bbox/AP-bed": 39.81848073301336, "bbox/AP-bench": 23.00937208315699, "bbox/AP-bicycle": 28.977505964363647, "bbox/AP-bird": 34.002270043087094, "bbox/AP-boat": 24.156715375525998, "bbox/AP-book": 13.873991173348967, "bbox/AP-bottle": 35.97369218944405, "bbox/AP-bowl": 39.33965982397085, "bbox/AP-broccoli": 22.952583550736602, "bbox/AP-bus": 60.80251190378942, "bbox/AP-cake": 34.96055127171212, "bbox/AP-car": 40.690474116833805, "bbox/AP-carrot": 20.699453605902, "bbox/AP-cat": 61.911695752148724, "bbox/AP-cell phone": 32.86271702850954, "bbox/AP-chair": 25.63407273520691, "bbox/AP-clock": 49.58915364540243, "bbox/AP-couch": 37.193491514964805, "bbox/AP-cow": 51.6206495304947, "bbox/AP-cup": 37.77401097044104, "bbox/AP-dining table": 23.500219847263594, "bbox/AP-dog": 53.53071681193261, "bbox/AP-donut": 43.28372265575901, "bbox/AP-elephant": 60.17372694211628, "bbox/AP-fire hydrant": 66.1451736211301, "bbox/AP-fork": 25.65053830933634, "bbox/AP-frisbee": 63.364635205588236, "bbox/AP-giraffe": 60.8380804254082, "bbox/AP-hair drier": 6.1681061723193595, "bbox/AP-handbag": 12.300396611071356, "bbox/AP-horse": 52.98948854246096, "bbox/AP-hot dog": 29.30573080938571, "bbox/AP-keyboard": 42.0922788830149, "bbox/AP-kite": 40.12383132869179, "bbox/AP-knife": 14.384782788217834, "bbox/AP-laptop": 52.02529178368882, "bbox/AP-microwave": 48.31078905663919, "bbox/AP-motorcycle": 37.98636717319378, "bbox/AP-mouse": 57.555064178476165, "bbox/AP-orange": 29.424447153855088, "bbox/AP-oven": 29.79328809856605, "bbox/AP-parking meter": 43.59283982601832, "bbox/AP-person": 51.35213765015795, "bbox/AP-pizza": 48.01202537632564, "bbox/AP-potted plant": 21.928070388779723, "bbox/AP-refrigerator": 49.10214703102433, "bbox/AP-remote": 29.11928075051352, "bbox/AP-sandwich": 27.970719065274036, "bbox/AP-scissors": 24.632270398698857, "bbox/AP-sheep": 50.159231781564806, "bbox/AP-sink": 32.83875611776927, "bbox/AP-skateboard": 45.80814109322212, "bbox/AP-skis": 17.971999627244692, "bbox/AP-snowboard": 31.87772401244492, "bbox/AP-spoon": 11.34128094025115, "bbox/AP-sports ball": 46.022398539328805, "bbox/AP-stop sign": 59.55243522262293, "bbox/AP-suitcase": 34.87089707008218, "bbox/AP-surfboard": 34.59071594655486, "bbox/AP-teddy bear": 42.98575774132375, "bbox/AP-tennis racket": 40.40204553654694, "bbox/AP-tie": 25.106042948323605, "bbox/AP-toaster": 28.067910015745007, "bbox/AP-toilet": 52.856952686691194, "bbox/AP-toothbrush": 20.85108999378012, "bbox/AP-traffic light": 26.582475907093027, "bbox/AP-train": 57.1607082206263, "bbox/AP-truck": 30.860805979801658, "bbox/AP-tv": 52.56455582780109, "bbox/AP-umbrella": 34.190567607931825, "bbox/AP-vase": 34.667990893780235, "bbox/AP-wine glass": 29.99704072651115, "bbox/AP-zebra": 62.388922652644595, "bbox/AP50": 60.60321123222603, "bbox/AP75": 40.61477131586111, "bbox/APl": 47.899022285904934, "bbox/APm": 41.101698994380456, "bbox/APs": 23.354196639254706, "data_time": 0.011634377064183354, "eta_seconds": 69601.7572330311, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30426892950391643, "fast_rcnn/fg_cls_accuracy": 0.6427132971935041, "iteration": 29999, "loss_box_reg": 0.22400408051908016, "loss_cls": 0.1885585142299533, "loss_mask": 0.24880916625261307, "loss_rpn_cls": 0.027882156893610954, "loss_rpn_loc": 0.06644347496330738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945920090946697, "mask_rcnn/false_negative": 0.08624988251447743, "mask_rcnn/false_positive": 0.12042232558814021, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "segm/AP": 35.56606199199475, "segm/AP-airplane": 49.89759485836986, "segm/AP-apple": 17.80685784205584, "segm/AP-backpack": 12.830696137116307, "segm/AP-banana": 17.87214232703131, "segm/AP-baseball bat": 22.013515631274412, "segm/AP-baseball glove": 40.32247307040695, "segm/AP-bear": 71.79733777227014, "segm/AP-bed": 32.913508391022674, "segm/AP-bench": 15.863709357664815, "segm/AP-bicycle": 16.71923368428455, "segm/AP-bird": 30.207324710948885, "segm/AP-boat": 21.020298416830475, "segm/AP-book": 7.994566504155329, "segm/AP-bottle": 35.97233351231377, "segm/AP-bowl": 38.111369915085874, "segm/AP-broccoli": 22.47799181280892, "segm/AP-bus": 62.86054550564006, "segm/AP-cake": 36.7164238428509, "segm/AP-car": 38.08697616673556, "segm/AP-carrot": 17.877060729620002, "segm/AP-cat": 65.72703180466495, "segm/AP-cell phone": 33.88951286074674, "segm/AP-chair": 17.817609254189357, "segm/AP-clock": 51.387402517406464, "segm/AP-couch": 34.715410581443855, "segm/AP-cow": 45.78226489582422, "segm/AP-cup": 39.03568818938461, "segm/AP-dining table": 13.557641230571459, "segm/AP-dog": 54.703845058794265, "segm/AP-donut": 47.12366074990504, "segm/AP-elephant": 56.88770564433082, "segm/AP-fire hydrant": 67.13220622371163, "segm/AP-fork": 13.891337558242672, "segm/AP-frisbee": 63.70620091573499, "segm/AP-giraffe": 49.17711457215512, "segm/AP-hair drier": 1.4704023593848745, "segm/AP-handbag": 12.677959687841971, "segm/AP-horse": 39.106013762488345, "segm/AP-hot dog": 23.013554895154254, "segm/AP-keyboard": 46.08237106304019, "segm/AP-kite": 30.748113466643094, "segm/AP-knife": 8.250033785694107, "segm/AP-laptop": 55.06870678232877, "segm/AP-microwave": 52.32741127259294, "segm/AP-motorcycle": 29.460224087509058, "segm/AP-mouse": 59.099475576123325, "segm/AP-orange": 29.97629496238509, "segm/AP-oven": 28.420473675940457, "segm/AP-parking meter": 46.84088202131074, "segm/AP-person": 45.72012100023709, "segm/AP-pizza": 49.571661097216, "segm/AP-potted plant": 19.98696146298562, "segm/AP-refrigerator": 51.551041953136824, "segm/AP-remote": 28.923861900831476, "segm/AP-sandwich": 33.447923497146164, "segm/AP-scissors": 21.053052863776276, "segm/AP-sheep": 46.07170216107661, "segm/AP-sink": 31.980330246189375, "segm/AP-skateboard": 28.368082879648572, "segm/AP-skis": 2.6452643305450456, "segm/AP-snowboard": 20.80052729041125, "segm/AP-spoon": 7.970700589092572, "segm/AP-sports ball": 47.069474616028515, "segm/AP-stop sign": 62.66887631989809, "segm/AP-suitcase": 37.55052912622018, "segm/AP-surfboard": 30.309407987123045, "segm/AP-teddy bear": 42.954618176807166, "segm/AP-tennis racket": 50.876413154105514, "segm/AP-tie": 26.89112136749375, "segm/AP-toaster": 30.517104696804033, "segm/AP-toilet": 54.46488355551262, "segm/AP-toothbrush": 12.849322459073164, "segm/AP-traffic light": 26.916163362759214, "segm/AP-train": 58.43141071802332, "segm/AP-truck": 31.83641044039087, "segm/AP-tv": 55.51036366781615, "segm/AP-umbrella": 43.27924690014992, "segm/AP-vase": 35.763864760147015, "segm/AP-wine glass": 26.83372797633711, "segm/AP-zebra": 56.032279158567164, "segm/AP50": 57.61207759754794, "segm/AP75": 37.84838247326116, "segm/APl": 50.83202683162551, "segm/APm": 38.41862589940805, "segm/APs": 18.294767695242957, "time": 1.1639801741112024, "total_loss": 0.7537956106243655} {"data_time": 0.012233115965500474, "eta_seconds": 69481.86713160016, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3151949756280465, "fast_rcnn/fg_cls_accuracy": 0.6777030475357246, "iteration": 30019, "loss_box_reg": 0.2521780654788017, "loss_cls": 0.21095711085945368, "loss_mask": 0.25703777000308037, "loss_rpn_cls": 0.0340902985772118, "loss_rpn_loc": 0.07423371844924986, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837103926827279, "mask_rcnn/false_negative": 0.08333268701420538, "mask_rcnn/false_positive": 0.14608465215735483, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1544135846197605, "total_loss": 0.8178685025777668} {"data_time": 0.012791560031473637, "eta_seconds": 69440.58137500659, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3727272727272727, "fast_rcnn/fg_cls_accuracy": 0.6033238149628783, "iteration": 30039, "loss_box_reg": 0.26230804063379765, "loss_cls": 0.20638579595834017, "loss_mask": 0.2575009297579527, "loss_rpn_cls": 0.032689217128790915, "loss_rpn_loc": 0.07244134182110429, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908839174316014, "mask_rcnn/false_negative": 0.08368653968613013, "mask_rcnn/false_positive": 0.13813817184128185, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1500262022018433, "total_loss": 0.8367086644284427} {"data_time": 0.012130994349718094, "eta_seconds": 69417.41907301359, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26522309711286085, "fast_rcnn/fg_cls_accuracy": 0.7114983239516792, "iteration": 30059, "loss_box_reg": 0.23160424269735813, "loss_cls": 0.20290464162826538, "loss_mask": 0.25856261141598225, "loss_rpn_cls": 0.03364347503520548, "loss_rpn_loc": 0.07624394679442048, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034897355957738, "mask_rcnn/false_negative": 0.08494738608943653, "mask_rcnn/false_positive": 0.11341838473836889, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.1628306542988867, "total_loss": 0.7812315609771758} {"data_time": 0.01142276800237596, "eta_seconds": 69388.7117222324, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30556294916156507, "fast_rcnn/fg_cls_accuracy": 0.6809405614374204, "iteration": 30079, "loss_box_reg": 0.2225382011383772, "loss_cls": 0.1833748146891594, "loss_mask": 0.25562660954892635, "loss_rpn_cls": 0.027046464616432786, "loss_rpn_loc": 0.07367471931502223, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902758803983046, "mask_rcnn/false_negative": 0.10098614143583912, "mask_rcnn/false_positive": 0.12014660325210338, "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": 1.149891438195482, "total_loss": 0.7752722924342379} {"data_time": 0.01331098098307848, "eta_seconds": 69380.45845141169, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3677325394063592, "fast_rcnn/fg_cls_accuracy": 0.5859053497942387, "iteration": 30099, "loss_box_reg": 0.23810560815036297, "loss_cls": 0.20173817314207554, "loss_mask": 0.2551214098930359, "loss_rpn_cls": 0.029454032890498638, "loss_rpn_loc": 0.060541484504938126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8745046460235433, "mask_rcnn/false_negative": 0.09851028183397378, "mask_rcnn/false_positive": 0.13362210914944225, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1666196584701538, "total_loss": 0.7799396435730159} {"data_time": 0.012519605224952102, "eta_seconds": 69457.14297912084, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2969743607089704, "fast_rcnn/fg_cls_accuracy": 0.648285794859399, "iteration": 30119, "loss_box_reg": 0.25313409604132175, "loss_cls": 0.21944086626172066, "loss_mask": 0.265530439093709, "loss_rpn_cls": 0.0360878047067672, "loss_rpn_loc": 0.08388348273001611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856755344394066, "mask_rcnn/false_negative": 0.08550212251385939, "mask_rcnn/false_positive": 0.12873692276482507, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1796646278817207, "total_loss": 0.8563643904053606} {"data_time": 0.012074099155142903, "eta_seconds": 69447.66641912516, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3575170521312702, "fast_rcnn/fg_cls_accuracy": 0.636144883485309, "iteration": 30139, "loss_box_reg": 0.24526863172650337, "loss_cls": 0.1973503977060318, "loss_mask": 0.2594417603686452, "loss_rpn_cls": 0.03510953509248793, "loss_rpn_loc": 0.0847812918946147, "lr": 0.0001, "mask_rcnn/accuracy": 0.891835534566664, "mask_rcnn/false_negative": 0.1015002556320525, "mask_rcnn/false_positive": 0.12328973313585892, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1649914665613323, "total_loss": 0.8265443569980562} {"data_time": 0.011796003207564354, "eta_seconds": 69475.73806427419, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.3172289666854884, "fast_rcnn/fg_cls_accuracy": 0.6605001236399605, "iteration": 30159, "loss_box_reg": 0.2490091286599636, "loss_cls": 0.21159661654382944, "loss_mask": 0.23940868861973286, "loss_rpn_cls": 0.0322365373140201, "loss_rpn_loc": 0.08193421782925725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920009835369024, "mask_rcnn/false_negative": 0.09067139218814484, "mask_rcnn/false_positive": 0.12012269814470518, "roi_head/num_bg_samples": 426.875, "roi_head/num_fg_samples": 85.125, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.171074214624241, "total_loss": 0.8175193159258924} {"data_time": 0.011376442620530725, "eta_seconds": 69424.13630210795, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3652233642006716, "fast_rcnn/fg_cls_accuracy": 0.6200178302016184, "iteration": 30179, "loss_box_reg": 0.25655590184032917, "loss_cls": 0.20935687609016895, "loss_mask": 0.2654609940946102, "loss_rpn_cls": 0.02950917393900454, "loss_rpn_loc": 0.062228331342339516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938720350367473, "mask_rcnn/false_negative": 0.09119704925050953, "mask_rcnn/false_positive": 0.12382912947153438, "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": 1.1629715121816844, "total_loss": 0.826342781772837} {"data_time": 0.012235919246450067, "eta_seconds": 69400.92529030517, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3750247019300441, "fast_rcnn/fg_cls_accuracy": 0.6063673708920188, "iteration": 30199, "loss_box_reg": 0.26110415533185005, "loss_cls": 0.22200319729745388, "loss_mask": 0.2611255645751953, "loss_rpn_cls": 0.031571576721034944, "loss_rpn_loc": 0.07461657980456948, "lr": 0.0001, "mask_rcnn/accuracy": 0.887199040330418, "mask_rcnn/false_negative": 0.08647835680627547, "mask_rcnn/false_positive": 0.13931233677563604, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1487996990326792, "total_loss": 0.8712699073366821} {"data_time": 0.012087874580174685, "eta_seconds": 69346.55078984331, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34061000522590146, "fast_rcnn/fg_cls_accuracy": 0.6524802811109865, "iteration": 30219, "loss_box_reg": 0.24326086416840553, "loss_cls": 0.20583008602261543, "loss_mask": 0.2565539628267288, "loss_rpn_cls": 0.03184604307170957, "loss_rpn_loc": 0.07128446688875556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931098564797944, "mask_rcnn/false_negative": 0.09628357909944772, "mask_rcnn/false_positive": 0.11282646746747808, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1464321594685316, "total_loss": 0.797928420943208} {"data_time": 0.012015100568532944, "eta_seconds": 69319.68624120578, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3192011879378617, "fast_rcnn/fg_cls_accuracy": 0.6429596964413906, "iteration": 30239, "loss_box_reg": 0.26059700176119804, "loss_cls": 0.20961302891373634, "loss_mask": 0.25293017365038395, "loss_rpn_cls": 0.02901498251594603, "loss_rpn_loc": 0.07443869137205184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912337833920192, "mask_rcnn/false_negative": 0.09746270108771096, "mask_rcnn/false_positive": 0.12212148909625568, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1662825404200703, "total_loss": 0.8188071576878428} {"data_time": 0.012055902043357491, "eta_seconds": 69306.38056866359, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3294889595556949, "fast_rcnn/fg_cls_accuracy": 0.6471961333553029, "iteration": 30259, "loss_box_reg": 0.24420535005629063, "loss_cls": 0.21130020078271627, "loss_mask": 0.25267366133630276, "loss_rpn_cls": 0.029077923274599016, "loss_rpn_loc": 0.06614840729162097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931184373352975, "mask_rcnn/false_negative": 0.09811989142748567, "mask_rcnn/false_positive": 0.12573141134584023, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1462928652763367, "total_loss": 0.8175705451285467} {"data_time": 0.012379501014947891, "eta_seconds": 69273.28752216883, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.371003861003861, "fast_rcnn/fg_cls_accuracy": 0.5944213444213444, "iteration": 30279, "loss_box_reg": 0.24484699219465256, "loss_cls": 0.2141150515526533, "loss_mask": 0.26228030771017075, "loss_rpn_cls": 0.032748995698057115, "loss_rpn_loc": 0.07120001432485878, "lr": 0.0001, "mask_rcnn/accuracy": 0.880258941977692, "mask_rcnn/false_negative": 0.09094132747291905, "mask_rcnn/false_positive": 0.1347728954599778, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.1448190074879676, "total_loss": 0.8138102961238474} {"data_time": 0.01175148505717516, "eta_seconds": 69250.08816265035, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.34218227424749165, "fast_rcnn/fg_cls_accuracy": 0.6300804691762139, "iteration": 30299, "loss_box_reg": 0.23081881646066904, "loss_cls": 0.19861073326319456, "loss_mask": 0.25345600582659245, "loss_rpn_cls": 0.029828201630152762, "loss_rpn_loc": 0.07622200157493353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799938341332296, "mask_rcnn/false_negative": 0.10167176720917165, "mask_rcnn/false_positive": 0.14334640702799584, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1609968098346144, "total_loss": 0.7973170733894221} {"data_time": 0.01286057592369616, "eta_seconds": 69230.5478611216, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3890677766433676, "fast_rcnn/fg_cls_accuracy": 0.5797569735738255, "iteration": 30319, "loss_box_reg": 0.2503974512219429, "loss_cls": 0.20775363966822624, "loss_mask": 0.2528944332152605, "loss_rpn_cls": 0.037643339310307056, "loss_rpn_loc": 0.0906454031355679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880787656039189, "mask_rcnn/false_negative": 0.10261344195705999, "mask_rcnn/false_positive": 0.13303868603187102, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1564339576289058, "total_loss": 0.8324654352618381} {"data_time": 0.012773543829098344, "eta_seconds": 69201.95641506929, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.350877395520665, "fast_rcnn/fg_cls_accuracy": 0.6252903696820866, "iteration": 30339, "loss_box_reg": 0.23445206135511398, "loss_cls": 0.1894052615389228, "loss_mask": 0.24651077762246132, "loss_rpn_cls": 0.035282286116853356, "loss_rpn_loc": 0.07825340470299125, "lr": 0.0001, "mask_rcnn/accuracy": 0.87603567563389, "mask_rcnn/false_negative": 0.09436971267437891, "mask_rcnn/false_positive": 0.13776432880085338, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1539631008636206, "total_loss": 0.791337841656059} {"data_time": 0.012514128582552075, "eta_seconds": 69180.49008409493, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3333880538936719, "fast_rcnn/fg_cls_accuracy": 0.6342352092352093, "iteration": 30359, "loss_box_reg": 0.24360925517976284, "loss_cls": 0.21344601176679134, "loss_mask": 0.2500124927610159, "loss_rpn_cls": 0.03799958014860749, "loss_rpn_loc": 0.07751899724826217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981547460841917, "mask_rcnn/false_negative": 0.09515113090842209, "mask_rcnn/false_positive": 0.115775152559137, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1448182465974241, "total_loss": 0.8431920658331364} {"data_time": 0.013497488806024194, "eta_seconds": 69178.4202412283, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.37295654316930915, "fast_rcnn/fg_cls_accuracy": 0.5867046597385183, "iteration": 30379, "loss_box_reg": 0.2526394724845886, "loss_cls": 0.20330870151519775, "loss_mask": 0.24450498819351196, "loss_rpn_cls": 0.034399445401504636, "loss_rpn_loc": 0.0897290869615972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946140081466027, "mask_rcnn/false_negative": 0.08712654054201707, "mask_rcnn/false_positive": 0.12006758833205947, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1614094623364508, "total_loss": 0.8137084870832041} {"data_time": 0.012079833773896098, "eta_seconds": 69171.99053736404, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2533850908823313, "fast_rcnn/fg_cls_accuracy": 0.7097442652444901, "iteration": 30399, "loss_box_reg": 0.23851505015045404, "loss_cls": 0.19732812233269215, "loss_mask": 0.25331446155905724, "loss_rpn_cls": 0.03846501209773123, "loss_rpn_loc": 0.08065709844231606, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023045742671911, "mask_rcnn/false_negative": 0.07441353078048618, "mask_rcnn/false_positive": 0.11181032347102338, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1736103924922645, "total_loss": 0.8223701472161338} {"data_time": 0.011465040035545826, "eta_seconds": 69178.02642841358, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3676307968760799, "fast_rcnn/fg_cls_accuracy": 0.5984399788471708, "iteration": 30419, "loss_box_reg": 0.2413059687241912, "loss_cls": 0.19477091450244188, "loss_mask": 0.24829642660915852, "loss_rpn_cls": 0.02943081792909652, "loss_rpn_loc": 0.0676839945372194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812882959785249, "mask_rcnn/false_negative": 0.09565236786278589, "mask_rcnn/false_positive": 0.1373248239416912, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1674918562639505, "total_loss": 0.8059473916655406} {"data_time": 0.011565457563847303, "eta_seconds": 69159.53658676706, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.27624581839506335, "fast_rcnn/fg_cls_accuracy": 0.6758530183727034, "iteration": 30439, "loss_box_reg": 0.25872006826102734, "loss_cls": 0.21324369590729475, "loss_mask": 0.25902787409722805, "loss_rpn_cls": 0.03562871157191694, "loss_rpn_loc": 0.07493096590042114, "lr": 0.0001, "mask_rcnn/accuracy": 0.890466213348814, "mask_rcnn/false_negative": 0.09718230658633373, "mask_rcnn/false_positive": 0.12451391382677943, "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": 1.1742156855762005, "total_loss": 0.8593028888572007} {"data_time": 0.011817964725196362, "eta_seconds": 69131.58263759222, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3124472573839662, "fast_rcnn/fg_cls_accuracy": 0.6554631903772278, "iteration": 30459, "loss_box_reg": 0.25677457824349403, "loss_cls": 0.20487406104803085, "loss_mask": 0.2572627551853657, "loss_rpn_cls": 0.03016089543234557, "loss_rpn_loc": 0.08234622771851718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811593939895297, "mask_rcnn/false_negative": 0.09618058536004989, "mask_rcnn/false_positive": 0.12382400375444039, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1634517644997686, "total_loss": 0.813892466831021} {"data_time": 0.012762974482029676, "eta_seconds": 69113.0896179378, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33354655294953806, "fast_rcnn/fg_cls_accuracy": 0.6285612720872567, "iteration": 30479, "loss_box_reg": 0.26150741893798113, "loss_cls": 0.2320178528316319, "loss_mask": 0.24778622761368752, "loss_rpn_cls": 0.033646094030700624, "loss_rpn_loc": 0.07456097740214318, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029089257494449, "mask_rcnn/false_negative": 0.08241034827778554, "mask_rcnn/false_positive": 0.11929231977145216, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1644095764495432, "total_loss": 0.8597973835421726} {"data_time": 0.01247774250805378, "eta_seconds": 69093.65335467737, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.337801560598468, "fast_rcnn/fg_cls_accuracy": 0.6342168760201548, "iteration": 30499, "loss_box_reg": 0.23915401846170425, "loss_cls": 0.1956670917570591, "loss_mask": 0.24742817133665085, "loss_rpn_cls": 0.029322854592464864, "loss_rpn_loc": 0.07789457263424993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917096987387716, "mask_rcnn/false_negative": 0.07872485334393783, "mask_rcnn/false_positive": 0.12728931176639763, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 1.165360273560509, "total_loss": 0.8103354748454876} {"data_time": 0.01189246540889144, "eta_seconds": 69041.58518922515, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.35435366321442274, "fast_rcnn/fg_cls_accuracy": 0.5525891829689298, "iteration": 30519, "loss_box_reg": 0.2346367910504341, "loss_cls": 0.18487086798995733, "loss_mask": 0.2590905223041773, "loss_rpn_cls": 0.03067441168241203, "loss_rpn_loc": 0.0830652229487896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779126595977862, "mask_rcnn/false_negative": 0.10778509744344997, "mask_rcnn/false_positive": 0.1525702543009103, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1600037629250437, "total_loss": 0.8281630394048989} {"data_time": 0.012454391922801733, "eta_seconds": 69028.42573044822, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34318058367488025, "fast_rcnn/fg_cls_accuracy": 0.6172337849672866, "iteration": 30539, "loss_box_reg": 0.24165098369121552, "loss_cls": 0.19664043094962835, "loss_mask": 0.2368269618600607, "loss_rpn_cls": 0.03273572539910674, "loss_rpn_loc": 0.06325696362182498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918445633778038, "mask_rcnn/false_negative": 0.09195456109461453, "mask_rcnn/false_positive": 0.11057703154641568, "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": 1.171116595622152, "total_loss": 0.7783348063239828} {"data_time": 0.013378946809098125, "eta_seconds": 68995.15507141128, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.30085034013605444, "fast_rcnn/fg_cls_accuracy": 0.6581804281345566, "iteration": 30559, "loss_box_reg": 0.2502633612602949, "loss_cls": 0.2041748808696866, "loss_mask": 0.24219408445060253, "loss_rpn_cls": 0.029415342141874135, "loss_rpn_loc": 0.06632394017651677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976018278841205, "mask_rcnn/false_negative": 0.08649168150411234, "mask_rcnn/false_positive": 0.12299852722558062, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1643977423664182, "total_loss": 0.7907684756210074} {"data_time": 0.012633179547265172, "eta_seconds": 68971.94001250435, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.34736156302723553, "fast_rcnn/fg_cls_accuracy": 0.6007234938174164, "iteration": 30579, "loss_box_reg": 0.2644422948360443, "loss_cls": 0.22807935811579227, "loss_mask": 0.2637426722794771, "loss_rpn_cls": 0.03879174590110779, "loss_rpn_loc": 0.07556899869814515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903356763743426, "mask_rcnn/false_negative": 0.09017521970418832, "mask_rcnn/false_positive": 0.1275328071172402, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.160664663882926, "total_loss": 0.8847319090273231} {"data_time": 0.012173173483461142, "eta_seconds": 68958.77040680498, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31579822155738385, "fast_rcnn/fg_cls_accuracy": 0.6611972789115645, "iteration": 30599, "loss_box_reg": 0.2587350010871887, "loss_cls": 0.2127698827534914, "loss_mask": 0.25461158342659473, "loss_rpn_cls": 0.036063902254682034, "loss_rpn_loc": 0.06828093971125782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995920994476846, "mask_rcnn/false_negative": 0.09226552439853877, "mask_rcnn/false_positive": 0.11399896909542528, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1668785309884697, "total_loss": 0.8470056252554059} {"data_time": 0.014049927005544305, "eta_seconds": 68950.5252270354, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3773445862494854, "fast_rcnn/fg_cls_accuracy": 0.5932665748809208, "iteration": 30619, "loss_box_reg": 0.2590425438247621, "loss_cls": 0.21467358339577913, "loss_mask": 0.27604847587645054, "loss_rpn_cls": 0.03484287403989583, "loss_rpn_loc": 0.07387531187850982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779041779160167, "mask_rcnn/false_negative": 0.10285127618709433, "mask_rcnn/false_positive": 0.1441208256360469, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1682443604804575, "total_loss": 0.8503217571123969} {"data_time": 0.012672818498685956, "eta_seconds": 68927.30174262077, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.31087227535695505, "fast_rcnn/fg_cls_accuracy": 0.6560940773186059, "iteration": 30639, "loss_box_reg": 0.24951791390776634, "loss_cls": 0.20700757205486298, "loss_mask": 0.24465180188417435, "loss_rpn_cls": 0.031740808859467506, "loss_rpn_loc": 0.08405325468629599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974578780936717, "mask_rcnn/false_negative": 0.09301061089730646, "mask_rcnn/false_positive": 0.11729997462646119, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1417018570937216, "total_loss": 0.8202405812917277} {"data_time": 0.011876591946929693, "eta_seconds": 68894.34338454623, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3706403585595796, "fast_rcnn/fg_cls_accuracy": 0.5767358472644377, "iteration": 30659, "loss_box_reg": 0.24545789696276188, "loss_cls": 0.2033509910106659, "loss_mask": 0.24705714918673038, "loss_rpn_cls": 0.029676655074581504, "loss_rpn_loc": 0.059718844247981906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918570650003577, "mask_rcnn/false_negative": 0.09954753082651845, "mask_rcnn/false_positive": 0.12584880036946697, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1691932594403625, "total_loss": 0.799846199224703} {"data_time": 0.012715041637420654, "eta_seconds": 68825.05783262663, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31258346935747144, "fast_rcnn/fg_cls_accuracy": 0.6810538583201532, "iteration": 30679, "loss_box_reg": 0.2597538772970438, "loss_cls": 0.20967815071344376, "loss_mask": 0.2612734939903021, "loss_rpn_cls": 0.0349889820208773, "loss_rpn_loc": 0.06864669499918818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908084645555844, "mask_rcnn/false_negative": 0.09572400690001262, "mask_rcnn/false_positive": 0.1300204160864583, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1456632220651954, "total_loss": 0.8421935462392867} {"data_time": 0.012486423598602414, "eta_seconds": 68808.83342414163, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.30688942593954677, "fast_rcnn/fg_cls_accuracy": 0.669664268585132, "iteration": 30699, "loss_box_reg": 0.24155203066766262, "loss_cls": 0.1986900521442294, "loss_mask": 0.255464943125844, "loss_rpn_cls": 0.03493238380178809, "loss_rpn_loc": 0.07360178069211543, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025518152893477, "mask_rcnn/false_negative": 0.086640293668543, "mask_rcnn/false_positive": 0.12134945462354457, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.168177521089092, "total_loss": 0.8081274931319058} {"data_time": 0.01259239949285984, "eta_seconds": 68785.62639769167, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3553498985801217, "fast_rcnn/fg_cls_accuracy": 0.6338269781985582, "iteration": 30719, "loss_box_reg": 0.2643434964120388, "loss_cls": 0.22367015667259693, "loss_mask": 0.263815401121974, "loss_rpn_cls": 0.034921954618766904, "loss_rpn_loc": 0.08063697535544634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830432375519739, "mask_rcnn/false_negative": 0.10858061910800448, "mask_rcnn/false_positive": 0.12659970675747034, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1656494620256126, "total_loss": 0.8683260165853426} {"data_time": 0.012011233251541853, "eta_seconds": 68755.4438159382, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3217328545275313, "fast_rcnn/fg_cls_accuracy": 0.6289961811238407, "iteration": 30739, "loss_box_reg": 0.23951219208538532, "loss_cls": 0.18231228040531278, "loss_mask": 0.25236770138144493, "loss_rpn_cls": 0.031808827770873904, "loss_rpn_loc": 0.0697773907741066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907006703377349, "mask_rcnn/false_negative": 0.09749653920058635, "mask_rcnn/false_positive": 0.11553580626022034, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1600060006603599, "total_loss": 0.7822026398498565} {"data_time": 0.012426625471562147, "eta_seconds": 68773.02287708968, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3426265590608951, "fast_rcnn/fg_cls_accuracy": 0.6008474576271186, "iteration": 30759, "loss_box_reg": 0.24856089241802692, "loss_cls": 0.21653716173022985, "loss_mask": 0.2575007490813732, "loss_rpn_cls": 0.029762531747110188, "loss_rpn_loc": 0.06709429854527116, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804633819608245, "mask_rcnn/false_negative": 0.10024961310554152, "mask_rcnn/false_positive": 0.1321779686126479, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1673610946163535, "total_loss": 0.8385727743734606} {"data_time": 0.012674414785578847, "eta_seconds": 68739.789423435, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.32999808959786037, "fast_rcnn/fg_cls_accuracy": 0.6261233019853709, "iteration": 30779, "loss_box_reg": 0.23723923787474632, "loss_cls": 0.1881959605962038, "loss_mask": 0.25498138554394245, "loss_rpn_cls": 0.033273093635216355, "loss_rpn_loc": 0.07153869653120637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830235407415978, "mask_rcnn/false_negative": 0.09357492139462929, "mask_rcnn/false_positive": 0.1371268275304619, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1507676986511797, "total_loss": 0.7822679890596191} {"data_time": 0.01249892171472311, "eta_seconds": 68768.7328837812, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.31571618971252724, "fast_rcnn/fg_cls_accuracy": 0.6547075969529836, "iteration": 30799, "loss_box_reg": 0.25010144896805286, "loss_cls": 0.20078094024211168, "loss_mask": 0.2577216122299433, "loss_rpn_cls": 0.032853278738912195, "loss_rpn_loc": 0.0772553919814527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846978868185753, "mask_rcnn/false_negative": 0.08984759417952283, "mask_rcnn/false_positive": 0.13481951728409083, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1695184500422329, "total_loss": 0.7981660470832139} {"data_time": 0.011555500561371446, "eta_seconds": 68736.69254056644, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3518160029498525, "fast_rcnn/fg_cls_accuracy": 0.6286398551359561, "iteration": 30819, "loss_box_reg": 0.23255318775773048, "loss_cls": 0.19913771282881498, "loss_mask": 0.24821633659303188, "loss_rpn_cls": 0.028813139884732664, "loss_rpn_loc": 0.058673687279224396, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024033190008677, "mask_rcnn/false_negative": 0.09765340707353243, "mask_rcnn/false_positive": 0.12128426080715932, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1439651304390281, "total_loss": 0.7738812320167199} {"data_time": 0.012522222707048059, "eta_seconds": 68685.36155425943, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.32352171637885924, "fast_rcnn/fg_cls_accuracy": 0.6459902160171495, "iteration": 30839, "loss_box_reg": 0.23785537481307983, "loss_cls": 0.19600673764944077, "loss_mask": 0.24738183245062828, "loss_rpn_cls": 0.037004549987614155, "loss_rpn_loc": 0.07412064308300614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898527182920292, "mask_rcnn/false_negative": 0.09971888796390685, "mask_rcnn/false_positive": 0.1348962385489671, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1574149520602077, "total_loss": 0.7988783234031871} {"data_time": 0.012467461172491312, "eta_seconds": 68671.84341405984, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3468291630716135, "fast_rcnn/fg_cls_accuracy": 0.6039473684210526, "iteration": 30859, "loss_box_reg": 0.23799206130206585, "loss_cls": 0.20416513085365295, "loss_mask": 0.2552263140678406, "loss_rpn_cls": 0.03468155884183943, "loss_rpn_loc": 0.07094571820925921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941225496120614, "mask_rcnn/false_negative": 0.0962461393551633, "mask_rcnn/false_positive": 0.13590110637983083, "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": 1.166198727907613, "total_loss": 0.8401444497285411} {"data_time": 0.01188560458831489, "eta_seconds": 68667.00343018398, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3623702360637088, "fast_rcnn/fg_cls_accuracy": 0.635923279294653, "iteration": 30879, "loss_box_reg": 0.2582559222355485, "loss_cls": 0.21861367858946323, "loss_mask": 0.2684490606188774, "loss_rpn_cls": 0.03065901913214475, "loss_rpn_loc": 0.07223083777353168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880078754116487, "mask_rcnn/false_negative": 0.10788780761848646, "mask_rcnn/false_positive": 0.10975652200725633, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.169255429180339, "total_loss": 0.8520793369971216} {"data_time": 0.011942001525312662, "eta_seconds": 68655.18992466386, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.28460595160235447, "fast_rcnn/fg_cls_accuracy": 0.7004833633093526, "iteration": 30899, "loss_box_reg": 0.25641421787440777, "loss_cls": 0.206549771130085, "loss_mask": 0.26145462319254875, "loss_rpn_cls": 0.03519206854980439, "loss_rpn_loc": 0.08189049363136292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896063633786848, "mask_rcnn/false_negative": 0.09792600798607395, "mask_rcnn/false_positive": 0.12932890014854093, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1735223524738103, "total_loss": 0.8407730810868088} {"data_time": 0.014430884039029479, "eta_seconds": 68636.14276139066, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3177987742594484, "fast_rcnn/fg_cls_accuracy": 0.6226867335562988, "iteration": 30919, "loss_box_reg": 0.24444980174303055, "loss_cls": 0.20935622416436672, "loss_mask": 0.25375207141041756, "loss_rpn_cls": 0.0336455162614584, "loss_rpn_loc": 0.0834945342503488, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907258729068213, "mask_rcnn/false_negative": 0.08429860755150648, "mask_rcnn/false_positive": 0.1253122019335612, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1672616119030863, "total_loss": 0.8287954104016535} {"data_time": 0.012586607364937663, "eta_seconds": 68627.84098176286, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3512615657195354, "fast_rcnn/fg_cls_accuracy": 0.647130717238664, "iteration": 30939, "loss_box_reg": 0.22831905260682106, "loss_cls": 0.20029967185109854, "loss_mask": 0.24996552802622318, "loss_rpn_cls": 0.029779600794427097, "loss_rpn_loc": 0.06388407060876489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920882982516581, "mask_rcnn/false_negative": 0.090569743868462, "mask_rcnn/false_positive": 0.12822368951175622, "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": 1.1616964375134557, "total_loss": 0.7768432865996147} {"data_time": 0.012612428981810808, "eta_seconds": 68604.60094079375, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32285417285417284, "fast_rcnn/fg_cls_accuracy": 0.6375287571994974, "iteration": 30959, "loss_box_reg": 0.22465896792709827, "loss_cls": 0.19494098564609885, "loss_mask": 0.241519158706069, "loss_rpn_cls": 0.02821911545470357, "loss_rpn_loc": 0.0638520629145205, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942732861308468, "mask_rcnn/false_negative": 0.09668466623665817, "mask_rcnn/false_positive": 0.12019514663309643, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1192999684717506, "total_loss": 0.7850340357981622} {"data_time": 0.012974946526810527, "eta_seconds": 68581.36089982465, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.32087855676151367, "fast_rcnn/fg_cls_accuracy": 0.6602573048118392, "iteration": 30979, "loss_box_reg": 0.2605001088231802, "loss_cls": 0.2115886928513646, "loss_mask": 0.25364791974425316, "loss_rpn_cls": 0.035570571664720774, "loss_rpn_loc": 0.07778316747862846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895803486898459, "mask_rcnn/false_negative": 0.09240623062087565, "mask_rcnn/false_positive": 0.12623243578643809, "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": 1.1575055730063468, "total_loss": 0.8342560745077208} {"data_time": 0.011682262644171715, "eta_seconds": 68543.20282535627, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.384198741224885, "fast_rcnn/fg_cls_accuracy": 0.5985021843145413, "iteration": 30999, "loss_box_reg": 0.23521841131150723, "loss_cls": 0.1992148831486702, "loss_mask": 0.24814916402101517, "loss_rpn_cls": 0.0294210659340024, "loss_rpn_loc": 0.07120324019342661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817928036770164, "mask_rcnn/false_negative": 0.10446834588329684, "mask_rcnn/false_positive": 0.1273864842444184, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.156405203975737, "total_loss": 0.7962736915796995} {"data_time": 0.011833703145384789, "eta_seconds": 68517.67018551473, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3159106296547055, "fast_rcnn/fg_cls_accuracy": 0.6642857142857143, "iteration": 31019, "loss_box_reg": 0.24564681760966778, "loss_cls": 0.21021244302392006, "loss_mask": 0.2554502096027136, "loss_rpn_cls": 0.031828450271859765, "loss_rpn_loc": 0.07633277773857117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836116844267184, "mask_rcnn/false_negative": 0.10118163105777393, "mask_rcnn/false_positive": 0.13310965840962796, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1534947010222822, "total_loss": 0.829304798739031} {"data_time": 0.013300250051543117, "eta_seconds": 68518.95368464291, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.33053733708755545, "fast_rcnn/fg_cls_accuracy": 0.6406395967759455, "iteration": 31039, "loss_box_reg": 0.23901437409222126, "loss_cls": 0.19973733741790056, "loss_mask": 0.24787342362105846, "loss_rpn_cls": 0.033786846266593784, "loss_rpn_loc": 0.0732504686457105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881138718425388, "mask_rcnn/false_negative": 0.08776961050325155, "mask_rcnn/false_positive": 0.12864117016026477, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.169239143608138, "total_loss": 0.7943650699453428} {"data_time": 0.013129951432347298, "eta_seconds": 68477.67273716163, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3349275042725619, "fast_rcnn/fg_cls_accuracy": 0.6503776607919433, "iteration": 31059, "loss_box_reg": 0.2565693389624357, "loss_cls": 0.21336237341165543, "loss_mask": 0.24761200696229935, "loss_rpn_cls": 0.03705172776244581, "loss_rpn_loc": 0.0714349402114749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998770628707261, "mask_rcnn/false_negative": 0.10217736119186133, "mask_rcnn/false_positive": 0.10927926643441772, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1575096335727721, "total_loss": 0.8534588677575812} {"data_time": 0.013015024829655886, "eta_seconds": 68475.83285501227, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.36769474398612473, "fast_rcnn/fg_cls_accuracy": 0.6108903925341942, "iteration": 31079, "loss_box_reg": 0.2621026989072561, "loss_cls": 0.21562083158642054, "loss_mask": 0.2621963135898113, "loss_rpn_cls": 0.03302551282104105, "loss_rpn_loc": 0.08234726823866367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874150414157385, "mask_rcnn/false_negative": 0.10023673222336466, "mask_rcnn/false_positive": 0.11156798526318432, "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": 1.1629826044663787, "total_loss": 0.8603162332437932} {"data_time": 0.012142842402681708, "eta_seconds": 68452.09948804695, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.39724458848882815, "fast_rcnn/fg_cls_accuracy": 0.5356559561263259, "iteration": 31099, "loss_box_reg": 0.2628247421234846, "loss_cls": 0.21671330742537975, "loss_mask": 0.249478405341506, "loss_rpn_cls": 0.03679973690304905, "loss_rpn_loc": 0.06831196462735534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875814789256523, "mask_rcnn/false_negative": 0.0988414480320158, "mask_rcnn/false_positive": 0.11608762345235388, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.164172982564196, "total_loss": 0.8096199634019285} {"data_time": 0.013697601156309247, "eta_seconds": 68400.12226343155, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31807127258288664, "fast_rcnn/fg_cls_accuracy": 0.6436301369863013, "iteration": 31119, "loss_box_reg": 0.23703577741980553, "loss_cls": 0.20247767958790064, "loss_mask": 0.24336296692490578, "loss_rpn_cls": 0.03587192588020116, "loss_rpn_loc": 0.08270363928750157, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072012851787945, "mask_rcnn/false_negative": 0.08070874272302246, "mask_rcnn/false_positive": 0.11597821133721715, "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": 1.1535882949829102, "total_loss": 0.8055927120149136} {"data_time": 0.011490094009786844, "eta_seconds": 68356.10334654339, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3287393438388013, "fast_rcnn/fg_cls_accuracy": 0.6571993670886076, "iteration": 31139, "loss_box_reg": 0.21698976401239634, "loss_cls": 0.1904138457030058, "loss_mask": 0.2461416069418192, "loss_rpn_cls": 0.028680842835456133, "loss_rpn_loc": 0.06039993022568524, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938305652871379, "mask_rcnn/false_negative": 0.09446693256959866, "mask_rcnn/false_positive": 0.10915007140488683, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1523805861361325, "total_loss": 0.7510035429149866} {"data_time": 0.010879115434363484, "eta_seconds": 68309.45848871954, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3689777451699682, "fast_rcnn/fg_cls_accuracy": 0.6118935837245696, "iteration": 31159, "loss_box_reg": 0.23892634361982346, "loss_cls": 0.18742414005100727, "loss_mask": 0.24757849797606468, "loss_rpn_cls": 0.030035101692192256, "loss_rpn_loc": 0.075059924274683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921845902559185, "mask_rcnn/false_negative": 0.08856384268528367, "mask_rcnn/false_positive": 0.12395057278805263, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.124708829447627, "total_loss": 0.7930018331389874} {"data_time": 0.012764876009896398, "eta_seconds": 68290.61809705105, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30013413310827103, "fast_rcnn/fg_cls_accuracy": 0.6467367769873182, "iteration": 31179, "loss_box_reg": 0.25543883442878723, "loss_cls": 0.2088213348761201, "loss_mask": 0.2485656812787056, "loss_rpn_cls": 0.030059419805184007, "loss_rpn_loc": 0.07836970197968185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937919053536436, "mask_rcnn/false_negative": 0.09038926359996223, "mask_rcnn/false_positive": 0.1318145393580643, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1691489522345364, "total_loss": 0.8208994051674381} {"data_time": 0.011843681568279862, "eta_seconds": 68299.7812374495, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6343939393939394, "iteration": 31199, "loss_box_reg": 0.25553527660667896, "loss_cls": 0.21020200848579407, "loss_mask": 0.2618808299303055, "loss_rpn_cls": 0.034793800907209516, "loss_rpn_loc": 0.07832593657076359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874022496843386, "mask_rcnn/false_negative": 0.10724321890133634, "mask_rcnn/false_positive": 0.12421030014350831, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1724992480594665, "total_loss": 0.8405320157762617} {"data_time": 0.012726637301966548, "eta_seconds": 68309.77099021897, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.26029727896630606, "fast_rcnn/fg_cls_accuracy": 0.695277345557004, "iteration": 31219, "loss_box_reg": 0.2329755313694477, "loss_cls": 0.19335408881306648, "loss_mask": 0.2524124048650265, "loss_rpn_cls": 0.029475186252966523, "loss_rpn_loc": 0.06290559680201113, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075627844720776, "mask_rcnn/false_negative": 0.08382874581865442, "mask_rcnn/false_positive": 0.1139156948856572, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1712883482687175, "total_loss": 0.7687447115313262} {"data_time": 0.011603594990447164, "eta_seconds": 68279.2403672263, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32718810444874274, "fast_rcnn/fg_cls_accuracy": 0.6699709864603481, "iteration": 31239, "loss_box_reg": 0.2523939646780491, "loss_cls": 0.20482004806399345, "loss_mask": 0.2621517274528742, "loss_rpn_cls": 0.035401496803388, "loss_rpn_loc": 0.06918062083423138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880933571291485, "mask_rcnn/false_negative": 0.09676075440135211, "mask_rcnn/false_positive": 0.11341578862297678, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1576210123021156, "total_loss": 0.7851354106678627} {"data_time": 0.011877764482051134, "eta_seconds": 68279.13533689454, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.33900414111650873, "fast_rcnn/fg_cls_accuracy": 0.6346709006928406, "iteration": 31259, "loss_box_reg": 0.2355467565357685, "loss_cls": 0.20430463179945946, "loss_mask": 0.24621013924479485, "loss_rpn_cls": 0.03843495831824839, "loss_rpn_loc": 0.07287311227992177, "lr": 0.0001, "mask_rcnn/accuracy": 0.887735992205469, "mask_rcnn/false_negative": 0.10315352662940583, "mask_rcnn/false_positive": 0.12484999796236332, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.174347071442753, "total_loss": 0.7988742364104837} {"data_time": 0.0124802200589329, "eta_seconds": 68247.7179485932, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.34365151434218255, "fast_rcnn/fg_cls_accuracy": 0.6301810631657683, "iteration": 31279, "loss_box_reg": 0.23711730726063251, "loss_cls": 0.19258843455463648, "loss_mask": 0.2465582676231861, "loss_rpn_cls": 0.030206470866687596, "loss_rpn_loc": 0.06269546248950064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982448101764168, "mask_rcnn/false_negative": 0.08556807531610572, "mask_rcnn/false_positive": 0.11483488865720076, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1463467765133828, "total_loss": 0.7907790411263704} {"data_time": 0.01166114048101008, "eta_seconds": 68245.89974724222, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35158438825803057, "fast_rcnn/fg_cls_accuracy": 0.6420656028368794, "iteration": 31299, "loss_box_reg": 0.23840174358338118, "loss_cls": 0.20116465166211128, "loss_mask": 0.2592091802507639, "loss_rpn_cls": 0.03440355556085706, "loss_rpn_loc": 0.07270818250253797, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931463081455109, "mask_rcnn/false_negative": 0.08506705137059963, "mask_rcnn/false_positive": 0.11063889108737308, "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": 1.175272021209821, "total_loss": 0.8108946062857285} {"data_time": 0.011989506892859936, "eta_seconds": 68243.38272680528, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.34334178820545336, "fast_rcnn/fg_cls_accuracy": 0.6102117538744821, "iteration": 31319, "loss_box_reg": 0.2574295960366726, "loss_cls": 0.21892787609249353, "loss_mask": 0.253376854583621, "loss_rpn_cls": 0.0318736789340619, "loss_rpn_loc": 0.0629215301014483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915503143221575, "mask_rcnn/false_negative": 0.09558593392632533, "mask_rcnn/false_positive": 0.13483234871354918, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1618511902634054, "total_loss": 0.8281115315621719} {"data_time": 0.012150643859058619, "eta_seconds": 68232.28561690543, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.335425219941349, "fast_rcnn/fg_cls_accuracy": 0.6477205990309793, "iteration": 31339, "loss_box_reg": 0.2494811862707138, "loss_cls": 0.19758793152868748, "loss_mask": 0.25409562699496746, "loss_rpn_cls": 0.031329582969192415, "loss_rpn_loc": 0.06861422350630164, "lr": 0.0001, "mask_rcnn/accuracy": 0.88520613679654, "mask_rcnn/false_negative": 0.09173299048786734, "mask_rcnn/false_positive": 0.13005571197152704, "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": 1.1662776935845613, "total_loss": 0.7988798402948305} {"data_time": 0.0125736678019166, "eta_seconds": 68209.02196684852, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3264937448678935, "fast_rcnn/fg_cls_accuracy": 0.6134158175642892, "iteration": 31359, "loss_box_reg": 0.24405885115265846, "loss_cls": 0.21452499367296696, "loss_mask": 0.26348772272467613, "loss_rpn_cls": 0.034040860016830266, "loss_rpn_loc": 0.07945453387219459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955476359278203, "mask_rcnn/false_negative": 0.09720106725135894, "mask_rcnn/false_positive": 0.11673386120991838, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.154489555861801, "total_loss": 0.8623067205771804} {"data_time": 0.01202593743801117, "eta_seconds": 68177.0406579785, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.3327329831783661, "fast_rcnn/fg_cls_accuracy": 0.6322002819844105, "iteration": 31379, "loss_box_reg": 0.2521005794405937, "loss_cls": 0.2152291964739561, "loss_mask": 0.2515673730522394, "loss_rpn_cls": 0.03411417582537979, "loss_rpn_loc": 0.08153503178618848, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918665344262264, "mask_rcnn/false_negative": 0.0941689248426025, "mask_rcnn/false_positive": 0.12138752806242754, "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": 1.1442844630219042, "total_loss": 0.8274398576468229} {"data_time": 0.012685954570770264, "eta_seconds": 68103.93423801288, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.33795765381876125, "fast_rcnn/fg_cls_accuracy": 0.6463285088301687, "iteration": 31399, "loss_box_reg": 0.2713959626853466, "loss_cls": 0.22861899994313717, "loss_mask": 0.25427925772964954, "loss_rpn_cls": 0.03098628669977188, "loss_rpn_loc": 0.06730278814211488, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905717375012627, "mask_rcnn/false_negative": 0.10025762536554786, "mask_rcnn/false_positive": 0.12360837166675855, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.146254688501358, "total_loss": 0.8564245641464368} {"data_time": 0.011927617015317082, "eta_seconds": 68080.20353157539, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.34644574451033816, "fast_rcnn/fg_cls_accuracy": 0.6283084004602992, "iteration": 31419, "loss_box_reg": 0.24921971932053566, "loss_cls": 0.2024575900286436, "loss_mask": 0.24742154404520988, "loss_rpn_cls": 0.030589764704927802, "loss_rpn_loc": 0.09041162417270243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887452525987568, "mask_rcnn/false_negative": 0.10438567668817705, "mask_rcnn/false_positive": 0.13365160890040828, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1656863940879703, "total_loss": 0.8179263083729893} {"data_time": 0.013457474065944552, "eta_seconds": 68054.1032525897, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3220180464993743, "fast_rcnn/fg_cls_accuracy": 0.6414772727272727, "iteration": 31439, "loss_box_reg": 0.25220966525375843, "loss_cls": 0.19127130508422852, "loss_mask": 0.2545496691018343, "loss_rpn_cls": 0.03069080738350749, "loss_rpn_loc": 0.07120625162497163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924903700252556, "mask_rcnn/false_negative": 0.08795576694790347, "mask_rcnn/false_positive": 0.12391839780388104, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1617137810681015, "total_loss": 0.804237236501649} {"data_time": 0.013379283947870135, "eta_seconds": 68029.66089037247, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2882259691598213, "fast_rcnn/fg_cls_accuracy": 0.6702644427371186, "iteration": 31459, "loss_box_reg": 0.2486362662166357, "loss_cls": 0.20907419733703136, "loss_mask": 0.2571250032633543, "loss_rpn_cls": 0.03283404518151656, "loss_rpn_loc": 0.08088168757967651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977718825788545, "mask_rcnn/false_negative": 0.09541705549437798, "mask_rcnn/false_positive": 0.11222371236337783, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1590220355428755, "total_loss": 0.847611453384161} {"data_time": 0.013974883127957582, "eta_seconds": 68000.35987559706, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2932464022207612, "fast_rcnn/fg_cls_accuracy": 0.6579835895501274, "iteration": 31479, "loss_box_reg": 0.2566221244633198, "loss_cls": 0.21208588872104883, "loss_mask": 0.2633701618760824, "loss_rpn_cls": 0.03599647432565689, "loss_rpn_loc": 0.08413784997537732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903818293699246, "mask_rcnn/false_negative": 0.08368686612104623, "mask_rcnn/false_positive": 0.12625964054946887, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1542159810196608, "total_loss": 0.872691533411853} {"data_time": 0.013336030999198556, "eta_seconds": 67962.55488542374, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.34453860640301315, "fast_rcnn/fg_cls_accuracy": 0.6181418706842436, "iteration": 31499, "loss_box_reg": 0.25792305171489716, "loss_cls": 0.2143390253186226, "loss_mask": 0.25616325438022614, "loss_rpn_cls": 0.03360034164506942, "loss_rpn_loc": 0.07600555522367358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890297201757495, "mask_rcnn/false_negative": 0.09982387317494382, "mask_rcnn/false_positive": 0.1264602355618721, "roi_head/num_bg_samples": 423.875, "roi_head/num_fg_samples": 88.125, "rpn/num_neg_anchors": 202.375, "rpn/num_pos_anchors": 53.625, "time": 1.1565715109463781, "total_loss": 0.8540667401393875} {"data_time": 0.013194615487009287, "eta_seconds": 67933.66195317358, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.360969387755102, "fast_rcnn/fg_cls_accuracy": 0.630988924495418, "iteration": 31519, "loss_box_reg": 0.252120491117239, "loss_cls": 0.20903128292411566, "loss_mask": 0.2549168635159731, "loss_rpn_cls": 0.03391197160817683, "loss_rpn_loc": 0.08254421781748533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820999147810494, "mask_rcnn/false_negative": 0.09824995634020993, "mask_rcnn/false_positive": 0.1316776411413944, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.15722911991179, "total_loss": 0.8286911801551469} {"data_time": 0.012737223412841558, "eta_seconds": 67908.20238884073, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3025394726608074, "fast_rcnn/fg_cls_accuracy": 0.6767751937984496, "iteration": 31539, "loss_box_reg": 0.24015643447637558, "loss_cls": 0.20330047607421875, "loss_mask": 0.2523374930024147, "loss_rpn_cls": 0.03757770382799208, "loss_rpn_loc": 0.08261299645528197, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974076112901301, "mask_rcnn/false_negative": 0.09974465877285457, "mask_rcnn/false_positive": 0.11599482613138429, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1691894168034196, "total_loss": 0.822945109452121} {"data_time": 0.011642764322459698, "eta_seconds": 67887.19570012763, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3129501915708812, "fast_rcnn/fg_cls_accuracy": 0.6803831417624522, "iteration": 31559, "loss_box_reg": 0.24217639490962029, "loss_cls": 0.1926130559295416, "loss_mask": 0.2523215226829052, "loss_rpn_cls": 0.032362724537961185, "loss_rpn_loc": 0.06752631824929267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935384702061151, "mask_rcnn/false_negative": 0.08819966821595175, "mask_rcnn/false_positive": 0.12118688416787263, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.1678341394290328, "total_loss": 0.8135340739390813} {"data_time": 0.011929093394428492, "eta_seconds": 67869.61463942658, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.38841759223796757, "fast_rcnn/fg_cls_accuracy": 0.6005432269995377, "iteration": 31579, "loss_box_reg": 0.23152889031916857, "loss_cls": 0.20016496628522873, "loss_mask": 0.2556137815117836, "loss_rpn_cls": 0.03186946175992489, "loss_rpn_loc": 0.08084420952945948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890063928257677, "mask_rcnn/false_negative": 0.09666789611790762, "mask_rcnn/false_positive": 0.12090917520764531, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.163798580877483, "total_loss": 0.7681396203115582} {"data_time": 0.011059499345719814, "eta_seconds": 67834.45832710713, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.31152758132956154, "fast_rcnn/fg_cls_accuracy": 0.6747324265136794, "iteration": 31599, "loss_box_reg": 0.24355649761855602, "loss_cls": 0.20172623451799154, "loss_mask": 0.2369317915290594, "loss_rpn_cls": 0.029921294888481498, "loss_rpn_loc": 0.06489430228248239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981155222505669, "mask_rcnn/false_negative": 0.08740302307990289, "mask_rcnn/false_positive": 0.12366090316178437, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1455107568763196, "total_loss": 0.7766638812609017} {"data_time": 0.012656268896535039, "eta_seconds": 67811.22734822799, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3287652798026242, "fast_rcnn/fg_cls_accuracy": 0.6272878159185213, "iteration": 31619, "loss_box_reg": 0.2496962770819664, "loss_cls": 0.21089183166623116, "loss_mask": 0.25048130564391613, "loss_rpn_cls": 0.030866277404129505, "loss_rpn_loc": 0.06958445068448782, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010507994452481, "mask_rcnn/false_negative": 0.08910197620371724, "mask_rcnn/false_positive": 0.12392220513530247, "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": 1.1758290694560856, "total_loss": 0.7980933437356725} {"data_time": 0.013363288016989827, "eta_seconds": 67796.04509670287, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3092885375494071, "fast_rcnn/fg_cls_accuracy": 0.6774400202748367, "iteration": 31639, "loss_box_reg": 0.22783440724015236, "loss_cls": 0.2007275801151991, "loss_mask": 0.2544838786125183, "loss_rpn_cls": 0.03129274910315871, "loss_rpn_loc": 0.07288122968748212, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973843963319352, "mask_rcnn/false_negative": 0.0949179190054745, "mask_rcnn/false_positive": 0.11199210526681139, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.165352345444262, "total_loss": 0.7949207363417372} {"data_time": 0.0124896508641541, "eta_seconds": 67771.03006751277, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2852272727272728, "fast_rcnn/fg_cls_accuracy": 0.6718000685087919, "iteration": 31659, "loss_box_reg": 0.2352236993610859, "loss_cls": 0.1993409190326929, "loss_mask": 0.24080060422420502, "loss_rpn_cls": 0.029720886959694326, "loss_rpn_loc": 0.07088894047774374, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009186966032203, "mask_rcnn/false_negative": 0.09633451617585742, "mask_rcnn/false_positive": 0.12331724153742392, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.1597118296194822, "total_loss": 0.7739655113837216} {"data_time": 0.01299421046860516, "eta_seconds": 67753.43933193013, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.33809904413923597, "fast_rcnn/fg_cls_accuracy": 0.6183743830146091, "iteration": 31679, "loss_box_reg": 0.23896026238799095, "loss_cls": 0.197587919421494, "loss_mask": 0.257993845269084, "loss_rpn_cls": 0.028429564845282584, "loss_rpn_loc": 0.06557541759684682, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821162467441395, "mask_rcnn/false_negative": 0.09840887693709308, "mask_rcnn/false_positive": 0.11878894322952441, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.16282262140885, "total_loss": 0.7983201089082286} {"data_time": 0.012090313946828246, "eta_seconds": 67710.151143861, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3773809523809524, "fast_rcnn/fg_cls_accuracy": 0.5808652729384437, "iteration": 31699, "loss_box_reg": 0.2539594676345587, "loss_cls": 0.21071669459342957, "loss_mask": 0.2533857338130474, "loss_rpn_cls": 0.03955340827815235, "loss_rpn_loc": 0.07732262648642063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958503140708141, "mask_rcnn/false_negative": 0.08466801165796717, "mask_rcnn/false_positive": 0.12625419835567758, "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": 1.156539947958663, "total_loss": 0.8564646089216694} {"data_time": 0.013263405067846179, "eta_seconds": 67692.29377253912, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3454450583179865, "fast_rcnn/fg_cls_accuracy": 0.6131182795698924, "iteration": 31719, "loss_box_reg": 0.23098314926028252, "loss_cls": 0.2020262498408556, "loss_mask": 0.2529285494238138, "loss_rpn_cls": 0.03596216440200806, "loss_rpn_loc": 0.06631241412833333, "lr": 0.0001, "mask_rcnn/accuracy": 0.9117466858538287, "mask_rcnn/false_negative": 0.08506396017447315, "mask_rcnn/false_positive": 0.10698704641788569, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1693191428203136, "total_loss": 0.7912836992181838} {"data_time": 0.010724384570494294, "eta_seconds": 67675.87874057237, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3375026003744539, "fast_rcnn/fg_cls_accuracy": 0.6510555045649968, "iteration": 31739, "loss_box_reg": 0.24348871409893036, "loss_cls": 0.2033813949674368, "loss_mask": 0.25463874265551567, "loss_rpn_cls": 0.03035393718164414, "loss_rpn_loc": 0.06506094429641962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812142364906993, "mask_rcnn/false_negative": 0.09975843130901749, "mask_rcnn/false_positive": 0.12794288034913406, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1586819710209966, "total_loss": 0.8007023292593658} {"data_time": 0.011735602980479598, "eta_seconds": 67652.64637574553, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3338967136150235, "fast_rcnn/fg_cls_accuracy": 0.6308632388559173, "iteration": 31759, "loss_box_reg": 0.24964695051312447, "loss_cls": 0.20734241418540478, "loss_mask": 0.2590670194476843, "loss_rpn_cls": 0.03152962669264525, "loss_rpn_loc": 0.07655875734053552, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783614025420647, "mask_rcnn/false_negative": 0.10088413733563839, "mask_rcnn/false_positive": 0.1387492238343196, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1708997718524188, "total_loss": 0.8303014513803646} {"data_time": 0.012800995027646422, "eta_seconds": 67617.23841501866, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34681210644613353, "fast_rcnn/fg_cls_accuracy": 0.6092814371257484, "iteration": 31779, "loss_box_reg": 0.22239589225500822, "loss_cls": 0.1974078081548214, "loss_mask": 0.25803446397185326, "loss_rpn_cls": 0.03130962629802525, "loss_rpn_loc": 0.07416134024970233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871614512567205, "mask_rcnn/false_negative": 0.09770213984267606, "mask_rcnn/false_positive": 0.11533264849396653, "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": 1.155808029929176, "total_loss": 0.7810541824437678} {"data_time": 0.012874067993834615, "eta_seconds": 67590.27444189414, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3706959706959707, "fast_rcnn/fg_cls_accuracy": 0.5894817364696883, "iteration": 31799, "loss_box_reg": 0.2288791611790657, "loss_cls": 0.1937813675031066, "loss_mask": 0.2575535122305155, "loss_rpn_cls": 0.03672797093167901, "loss_rpn_loc": 0.08996882755309343, "lr": 0.0001, "mask_rcnn/accuracy": 0.879573639405496, "mask_rcnn/false_negative": 0.10025901231858479, "mask_rcnn/false_positive": 0.12860472617092578, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1685530850663781, "total_loss": 0.7963954247534275} {"data_time": 0.012278575915843248, "eta_seconds": 67552.24314705934, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3507575757575757, "fast_rcnn/fg_cls_accuracy": 0.6077279202279202, "iteration": 31819, "loss_box_reg": 0.23543244414031506, "loss_cls": 0.1933983713388443, "loss_mask": 0.25529392436146736, "loss_rpn_cls": 0.029567382065579295, "loss_rpn_loc": 0.06829822715371847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946360397119593, "mask_rcnn/false_negative": 0.0972065338644015, "mask_rcnn/false_positive": 0.11169896879342439, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1602757619693875, "total_loss": 0.7982419896870852} {"data_time": 0.012792317662388086, "eta_seconds": 67543.82064502686, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3056891680481939, "fast_rcnn/fg_cls_accuracy": 0.6735253902540924, "iteration": 31839, "loss_box_reg": 0.24839839711785316, "loss_cls": 0.21363445930182934, "loss_mask": 0.2567815613001585, "loss_rpn_cls": 0.03506965597625822, "loss_rpn_loc": 0.06877700006589293, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045268336794707, "mask_rcnn/false_negative": 0.08694692800095422, "mask_rcnn/false_positive": 0.10656260203102524, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.1566301209386438, "total_loss": 0.8586090200114995} {"data_time": 0.012054691091179848, "eta_seconds": 67511.43062330782, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3486121721415839, "fast_rcnn/fg_cls_accuracy": 0.6297015379929953, "iteration": 31859, "loss_box_reg": 0.25472821667790413, "loss_cls": 0.21298513747751713, "loss_mask": 0.2590136229991913, "loss_rpn_cls": 0.032043367507867515, "loss_rpn_loc": 0.07657357212156057, "lr": 0.0001, "mask_rcnn/accuracy": 0.892396077862661, "mask_rcnn/false_negative": 0.10089431183065284, "mask_rcnn/false_positive": 0.12387168873772432, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.163078544428572, "total_loss": 0.8247862030984834} {"data_time": 0.012145918793976307, "eta_seconds": 67481.58236440271, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3541212318855349, "fast_rcnn/fg_cls_accuracy": 0.6324863069049116, "iteration": 31879, "loss_box_reg": 0.2445438839495182, "loss_cls": 0.208579127676785, "loss_mask": 0.24791629426181316, "loss_rpn_cls": 0.03803619439713657, "loss_rpn_loc": 0.06793791335076094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822852744198264, "mask_rcnn/false_negative": 0.10846932144180974, "mask_rcnn/false_positive": 0.1365274973958543, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1647257793229073, "total_loss": 0.8049271309282631} {"data_time": 0.012661274056881666, "eta_seconds": 67448.1364372652, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3731570710814595, "fast_rcnn/fg_cls_accuracy": 0.6047283636600795, "iteration": 31899, "loss_box_reg": 0.23440353199839592, "loss_cls": 0.20205831248313189, "loss_mask": 0.24775343015789986, "loss_rpn_cls": 0.029267952544614673, "loss_rpn_loc": 0.06952193402685225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889091599958863, "mask_rcnn/false_negative": 0.1015317414029274, "mask_rcnn/false_positive": 0.12426279061269191, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.160722928121686, "total_loss": 0.7759848310379311} {"data_time": 0.012956839986145496, "eta_seconds": 67436.13410074264, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3607845173798643, "fast_rcnn/fg_cls_accuracy": 0.5994057724957556, "iteration": 31919, "loss_box_reg": 0.24162714183330536, "loss_cls": 0.20212269201874733, "loss_mask": 0.2516052573919296, "loss_rpn_cls": 0.03309300111141056, "loss_rpn_loc": 0.07303865347057581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948878426777636, "mask_rcnn/false_negative": 0.08558283528685494, "mask_rcnn/false_positive": 0.12685028844848767, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1742567024193704, "total_loss": 0.800479332334362} {"data_time": 0.013265315443277359, "eta_seconds": 67431.41295733396, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3175555787496086, "fast_rcnn/fg_cls_accuracy": 0.6514034764449358, "iteration": 31939, "loss_box_reg": 0.23535300604999065, "loss_cls": 0.2072612987831235, "loss_mask": 0.24917206354439259, "loss_rpn_cls": 0.028473097598180175, "loss_rpn_loc": 0.06553683255333453, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914242668706955, "mask_rcnn/false_negative": 0.09451164188866557, "mask_rcnn/false_positive": 0.11968425505657879, "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": 1.1720938642974943, "total_loss": 0.7769812303595245} {"data_time": 0.01174429920502007, "eta_seconds": 67404.45925442502, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3394707598277539, "fast_rcnn/fg_cls_accuracy": 0.6380330601472426, "iteration": 31959, "loss_box_reg": 0.24702896177768707, "loss_cls": 0.20121526345610619, "loss_mask": 0.25697880424559116, "loss_rpn_cls": 0.031237240764312446, "loss_rpn_loc": 0.06610998837277293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888584093864618, "mask_rcnn/false_negative": 0.08991012850374948, "mask_rcnn/false_positive": 0.11497757740274467, "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": 1.1466970085166395, "total_loss": 0.84027687064372} {"data_time": 0.01112470612861216, "eta_seconds": 67372.08814524114, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.31119146005509646, "fast_rcnn/fg_cls_accuracy": 0.6640897212543554, "iteration": 31979, "loss_box_reg": 0.2447273302823305, "loss_cls": 0.19859834853559732, "loss_mask": 0.2554406765848398, "loss_rpn_cls": 0.03234136279206723, "loss_rpn_loc": 0.07730555068701506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859007380931805, "mask_rcnn/false_negative": 0.09426555184419497, "mask_rcnn/false_positive": 0.12956559133614493, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.155742482515052, "total_loss": 0.8324055885896087} {"data_time": 0.012408802518621087, "eta_seconds": 67361.7284107022, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.34115819209039544, "fast_rcnn/fg_cls_accuracy": 0.6250268539452282, "iteration": 31999, "loss_box_reg": 0.257247818633914, "loss_cls": 0.21964389458298683, "loss_mask": 0.2643057405948639, "loss_rpn_cls": 0.04139851336367428, "loss_rpn_loc": 0.08238608483225107, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751646986114033, "mask_rcnn/false_negative": 0.10936669368388174, "mask_rcnn/false_positive": 0.13504180547638958, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1674122351687402, "total_loss": 0.8376762757543474} {"data_time": 0.012307207100093365, "eta_seconds": 67338.50022849161, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.34589970501474926, "fast_rcnn/fg_cls_accuracy": 0.6116908579198684, "iteration": 32019, "loss_box_reg": 0.2461865246295929, "loss_cls": 0.21198594756424427, "loss_mask": 0.2645712997764349, "loss_rpn_cls": 0.03535224715596996, "loss_rpn_loc": 0.07585125416517258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947619178239652, "mask_rcnn/false_negative": 0.09752164873113414, "mask_rcnn/false_positive": 0.11375530728695665, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1571990605443716, "total_loss": 0.8372224165359512} {"data_time": 0.011960988398641348, "eta_seconds": 67296.80324516259, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3201149425287356, "fast_rcnn/fg_cls_accuracy": 0.6367026367026367, "iteration": 32039, "loss_box_reg": 0.24287706799805164, "loss_cls": 0.20134205929934978, "loss_mask": 0.25944506004452705, "loss_rpn_cls": 0.036379602388478816, "loss_rpn_loc": 0.06581228179857135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907267573777365, "mask_rcnn/false_negative": 0.09369440508382286, "mask_rcnn/false_positive": 0.12843809431658892, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.141132275108248, "total_loss": 0.8321972384583205} {"data_time": 0.012454400770366192, "eta_seconds": 67292.04386407044, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.35788853684296046, "fast_rcnn/fg_cls_accuracy": 0.6173164544286263, "iteration": 32059, "loss_box_reg": 0.24321099184453487, "loss_cls": 0.20186852104961872, "loss_mask": 0.2433948591351509, "loss_rpn_cls": 0.0314117802772671, "loss_rpn_loc": 0.07117796340025961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992415329071655, "mask_rcnn/false_negative": 0.09958245001674344, "mask_rcnn/false_positive": 0.11245127885556935, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1777157031465322, "total_loss": 0.8105346066877246} {"data_time": 0.012019652873277664, "eta_seconds": 67274.15331684053, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3456675669246162, "fast_rcnn/fg_cls_accuracy": 0.6060711682879686, "iteration": 32079, "loss_box_reg": 0.2272296715527773, "loss_cls": 0.19552441965788603, "loss_mask": 0.2529460061341524, "loss_rpn_cls": 0.0339791199658066, "loss_rpn_loc": 0.0695526609197259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836516439401965, "mask_rcnn/false_negative": 0.09995724480107807, "mask_rcnn/false_positive": 0.1305453309922697, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.165421273559332, "total_loss": 0.7812845299486071} {"data_time": 0.012638299958780408, "eta_seconds": 67232.74566717446, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35939036978565786, "fast_rcnn/fg_cls_accuracy": 0.6067885117493472, "iteration": 32099, "loss_box_reg": 0.26184102054685354, "loss_cls": 0.2009717458859086, "loss_mask": 0.260557834059, "loss_rpn_cls": 0.032782624242827296, "loss_rpn_loc": 0.07495817728340626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786491585141154, "mask_rcnn/false_negative": 0.10818973652926414, "mask_rcnn/false_positive": 0.1331791323291341, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1589641266036779, "total_loss": 0.8234547138854396} {"data_time": 0.013078007847070694, "eta_seconds": 67199.83618496917, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.34331131296449213, "fast_rcnn/fg_cls_accuracy": 0.60567066521265, "iteration": 32119, "loss_box_reg": 0.2570117823779583, "loss_cls": 0.2116263611242175, "loss_mask": 0.2672261707484722, "loss_rpn_cls": 0.036365748033858836, "loss_rpn_loc": 0.0809215905610472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731436236466417, "mask_rcnn/false_negative": 0.10807298678388094, "mask_rcnn/false_positive": 0.14309752993855585, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 200.625, "rpn/num_pos_anchors": 55.375, "time": 1.1442547403275967, "total_loss": 0.8904651212505996} {"data_time": 0.011972072767093778, "eta_seconds": 67176.61578545813, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2934904601571268, "fast_rcnn/fg_cls_accuracy": 0.6676435066780335, "iteration": 32139, "loss_box_reg": 0.23464626260101795, "loss_cls": 0.19757794961333275, "loss_mask": 0.24585019424557686, "loss_rpn_cls": 0.03430206037592143, "loss_rpn_loc": 0.0722561466973275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888176087364079, "mask_rcnn/false_negative": 0.09100077867058845, "mask_rcnn/false_positive": 0.13203405189441814, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1350412254687399, "total_loss": 0.7909597182879224} {"data_time": 0.01179128116928041, "eta_seconds": 67172.19027008861, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4054462486665876, "fast_rcnn/fg_cls_accuracy": 0.582400855685371, "iteration": 32159, "loss_box_reg": 0.25880901608616114, "loss_cls": 0.22312110848724842, "loss_mask": 0.25497095473110676, "loss_rpn_cls": 0.03522348147816956, "loss_rpn_loc": 0.06899211555719376, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941246301060756, "mask_rcnn/false_negative": 0.10966987458607172, "mask_rcnn/false_positive": 0.12050112350565556, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.173650025157258, "total_loss": 0.8544126186461654} {"data_time": 0.011588065885007381, "eta_seconds": 67134.04730007518, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.34126374585442487, "fast_rcnn/fg_cls_accuracy": 0.6265586742553226, "iteration": 32179, "loss_box_reg": 0.2431973870843649, "loss_cls": 0.1996498703956604, "loss_mask": 0.2570760175585747, "loss_rpn_cls": 0.032480510883033276, "loss_rpn_loc": 0.07232348719844595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977976000595762, "mask_rcnn/false_negative": 0.08997474796868862, "mask_rcnn/false_positive": 0.12220857956692405, "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": 1.1509935727808625, "total_loss": 0.7913695130846463} {"data_time": 0.012941096909344196, "eta_seconds": 67106.95458692499, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.31693311233491955, "fast_rcnn/fg_cls_accuracy": 0.627607990699951, "iteration": 32199, "loss_box_reg": 0.2550512244924903, "loss_cls": 0.21619731979444623, "loss_mask": 0.24838281981647015, "loss_rpn_cls": 0.03485542848648038, "loss_rpn_loc": 0.08115862659178674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873874963367456, "mask_rcnn/false_negative": 0.0849319382163825, "mask_rcnn/false_positive": 0.1238905909151331, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1679745039436966, "total_loss": 0.8340280849952251} {"data_time": 0.013037133030593395, "eta_seconds": 67061.96787191089, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.30757364070322507, "fast_rcnn/fg_cls_accuracy": 0.6340158924205379, "iteration": 32219, "loss_box_reg": 0.23002711683511734, "loss_cls": 0.1960650570690632, "loss_mask": 0.25341303832829, "loss_rpn_cls": 0.029915405437350273, "loss_rpn_loc": 0.06199613609351218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843487796989652, "mask_rcnn/false_negative": 0.09665791150409776, "mask_rcnn/false_positive": 0.1311033746482487, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1475498515646905, "total_loss": 0.7641724156565033} {"data_time": 0.012653149664402008, "eta_seconds": 67046.19547918439, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.36339724806799295, "fast_rcnn/fg_cls_accuracy": 0.6196396993810787, "iteration": 32239, "loss_box_reg": 0.260036401450634, "loss_cls": 0.20211100578308105, "loss_mask": 0.26615832932293415, "loss_rpn_cls": 0.031652550445869565, "loss_rpn_loc": 0.07532310578972101, "lr": 0.0001, "mask_rcnn/accuracy": 0.8668570531954278, "mask_rcnn/false_negative": 0.1124032972365628, "mask_rcnn/false_positive": 0.1528446927017854, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.165308605413884, "total_loss": 0.8362750778906047} {"data_time": 0.012187809217721224, "eta_seconds": 66989.00827845559, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.31469997590167886, "fast_rcnn/fg_cls_accuracy": 0.6836051088440839, "iteration": 32259, "loss_box_reg": 0.23831782024353743, "loss_cls": 0.19540725462138653, "loss_mask": 0.244881896302104, "loss_rpn_cls": 0.026912082568742335, "loss_rpn_loc": 0.07316994038410485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895241122545962, "mask_rcnn/false_negative": 0.0991395455192915, "mask_rcnn/false_positive": 0.11509304936022213, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1519000316038728, "total_loss": 0.7800204663653858} {"data_time": 0.011958925286307931, "eta_seconds": 66963.65687948652, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3314093314093314, "fast_rcnn/fg_cls_accuracy": 0.6385137803048251, "iteration": 32279, "loss_box_reg": 0.22571630217134953, "loss_cls": 0.1845984971150756, "loss_mask": 0.25691191479563713, "loss_rpn_cls": 0.029706102097406983, "loss_rpn_loc": 0.06443387572653592, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975496743952955, "mask_rcnn/false_negative": 0.1002165653454696, "mask_rcnn/false_positive": 0.10787639505398167, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1442152420058846, "total_loss": 0.7770014777779579} {"data_time": 0.013163465540856123, "eta_seconds": 66926.97089472786, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3444741532976827, "fast_rcnn/fg_cls_accuracy": 0.6404634581105169, "iteration": 32299, "loss_box_reg": 0.24549575522542, "loss_cls": 0.2106599984690547, "loss_mask": 0.2543440703302622, "loss_rpn_cls": 0.035142406821250916, "loss_rpn_loc": 0.07566559128463268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842736609830959, "mask_rcnn/false_negative": 0.09611437070458069, "mask_rcnn/false_positive": 0.1316001391316557, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.164429010124877, "total_loss": 0.8244734157342464} {"data_time": 0.013104500016197562, "eta_seconds": 66895.6243324466, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3399086559373641, "fast_rcnn/fg_cls_accuracy": 0.638833299979988, "iteration": 32319, "loss_box_reg": 0.23809549259021878, "loss_cls": 0.19940266571938992, "loss_mask": 0.25297857262194157, "loss_rpn_cls": 0.035003816708922386, "loss_rpn_loc": 0.08079517027363181, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034336913552135, "mask_rcnn/false_negative": 0.09363381270537627, "mask_rcnn/false_positive": 0.10300870077444368, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1632797033526003, "total_loss": 0.7959434865042567} {"data_time": 0.011848303023725748, "eta_seconds": 66850.83714072593, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.33366060245823337, "fast_rcnn/fg_cls_accuracy": 0.6335602114148826, "iteration": 32339, "loss_box_reg": 0.2328542359173298, "loss_cls": 0.2055678553879261, "loss_mask": 0.2438647821545601, "loss_rpn_cls": 0.0338240978308022, "loss_rpn_loc": 0.06632902286946774, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955690034393646, "mask_rcnn/false_negative": 0.08701229693667542, "mask_rcnn/false_positive": 0.11610725873629789, "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": 1.1564071299508214, "total_loss": 0.8018774129450321} {"data_time": 0.010901670902967453, "eta_seconds": 66865.9408225026, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3596644511149228, "fast_rcnn/fg_cls_accuracy": 0.5754458834815979, "iteration": 32359, "loss_box_reg": 0.24081007204949856, "loss_cls": 0.19497529696673155, "loss_mask": 0.24355106242001057, "loss_rpn_cls": 0.030942343233618885, "loss_rpn_loc": 0.06309444713406265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832424620764177, "mask_rcnn/false_negative": 0.09705339161539556, "mask_rcnn/false_positive": 0.12934734299356032, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1696721785701811, "total_loss": 0.7655262290500104} {"data_time": 0.011238940991461277, "eta_seconds": 66876.26494945493, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30813408345053916, "fast_rcnn/fg_cls_accuracy": 0.6481103023516237, "iteration": 32379, "loss_box_reg": 0.22940083779394627, "loss_cls": 0.18858569953590631, "loss_mask": 0.251032005995512, "loss_rpn_cls": 0.03142663952894509, "loss_rpn_loc": 0.07533659064210951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910852518347241, "mask_rcnn/false_negative": 0.0880353761460892, "mask_rcnn/false_positive": 0.13216869734571235, "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": 1.1777348055038601, "total_loss": 0.7536754456814378} {"data_time": 0.01124544651247561, "eta_seconds": 66870.40588259697, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3318176379083403, "fast_rcnn/fg_cls_accuracy": 0.6212445200649928, "iteration": 32399, "loss_box_reg": 0.23432815074920654, "loss_cls": 0.20008158963173628, "loss_mask": 0.25131306052207947, "loss_rpn_cls": 0.03214715071953833, "loss_rpn_loc": 0.07064899895340204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881703634957304, "mask_rcnn/false_negative": 0.09754829333634629, "mask_rcnn/false_positive": 0.1173167071348914, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1585010695271194, "total_loss": 0.7698194609256461} {"data_time": 0.011221529450267553, "eta_seconds": 66842.76307116263, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3326167076167076, "fast_rcnn/fg_cls_accuracy": 0.6498946158267866, "iteration": 32419, "loss_box_reg": 0.2600794415920973, "loss_cls": 0.21368565410375595, "loss_mask": 0.26005455292761326, "loss_rpn_cls": 0.036077359109185636, "loss_rpn_loc": 0.0794230829924345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891606884030523, "mask_rcnn/false_negative": 0.10113140109828334, "mask_rcnn/false_positive": 0.12052120060939392, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.15602057101205, "total_loss": 0.8128038940485567} {"data_time": 0.011359993135556579, "eta_seconds": 66823.96810073406, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.28547302132531843, "fast_rcnn/fg_cls_accuracy": 0.6620663650075415, "iteration": 32439, "loss_box_reg": 0.24718224816024303, "loss_cls": 0.20479441806674004, "loss_mask": 0.2542034238576889, "loss_rpn_cls": 0.030271958326920867, "loss_rpn_loc": 0.07816489320248365, "lr": 0.0001, "mask_rcnn/accuracy": 0.890999481187824, "mask_rcnn/false_negative": 0.10548609668913637, "mask_rcnn/false_positive": 0.10917157362718075, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.172996245091781, "total_loss": 0.8101226552389562} {"data_time": 0.011150600155815482, "eta_seconds": 66798.23492710479, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3402387294071224, "fast_rcnn/fg_cls_accuracy": 0.6254715179296184, "iteration": 32459, "loss_box_reg": 0.2487231157720089, "loss_cls": 0.2035906845703721, "loss_mask": 0.2534110564738512, "loss_rpn_cls": 0.03436982608400285, "loss_rpn_loc": 0.05961395311169326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894291707478521, "mask_rcnn/false_negative": 0.08870471958669954, "mask_rcnn/false_positive": 0.12739990035557647, "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": 1.1474669484887272, "total_loss": 0.8114570713369176} {"data_time": 0.011445807991549373, "eta_seconds": 66775.0169100985, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35211721062545653, "fast_rcnn/fg_cls_accuracy": 0.6201354240912331, "iteration": 32479, "loss_box_reg": 0.24314095824956894, "loss_cls": 0.2067660940811038, "loss_mask": 0.2586686387658119, "loss_rpn_cls": 0.03189885593019426, "loss_rpn_loc": 0.07481446862220764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840968609835782, "mask_rcnn/false_negative": 0.09233743852408158, "mask_rcnn/false_positive": 0.13397827941050056, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1508292297367007, "total_loss": 0.8278476793784648} {"data_time": 0.011687088524922729, "eta_seconds": 66751.7988930922, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.33559322033898303, "fast_rcnn/fg_cls_accuracy": 0.6442791260616432, "iteration": 32499, "loss_box_reg": 0.24560112319886684, "loss_cls": 0.21077811531722546, "loss_mask": 0.2535363472998142, "loss_rpn_cls": 0.03347550053149462, "loss_rpn_loc": 0.07715904409997165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966852555363694, "mask_rcnn/false_negative": 0.08916567323708627, "mask_rcnn/false_positive": 0.11555139036825345, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.143990328302607, "total_loss": 0.8395789912901819} {"data_time": 0.01131919352337718, "eta_seconds": 66726.67629959062, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3089446438025766, "fast_rcnn/fg_cls_accuracy": 0.6575271059216012, "iteration": 32519, "loss_box_reg": 0.2522271294146776, "loss_cls": 0.2201944775879383, "loss_mask": 0.258689908310771, "loss_rpn_cls": 0.03225801989901811, "loss_rpn_loc": 0.06550975143909454, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870920102446203, "mask_rcnn/false_negative": 0.09863023018013045, "mask_rcnn/false_positive": 0.11972008465297836, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1452425338793546, "total_loss": 0.8135404699714854} {"data_time": 0.01256433199159801, "eta_seconds": 66701.610752712, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34994226698312914, "fast_rcnn/fg_cls_accuracy": 0.6338991562876657, "iteration": 32539, "loss_box_reg": 0.24307845812290907, "loss_cls": 0.20866593811661005, "loss_mask": 0.24930169247090816, "loss_rpn_cls": 0.03264694951940328, "loss_rpn_loc": 0.07104696147143841, "lr": 0.0001, "mask_rcnn/accuracy": 0.885225700019777, "mask_rcnn/false_negative": 0.10185107659370712, "mask_rcnn/false_positive": 0.11661859031090216, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.1755822838749737, "total_loss": 0.8038441656390205} {"data_time": 0.01297238958068192, "eta_seconds": 66667.34916169196, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.353293082628946, "fast_rcnn/fg_cls_accuracy": 0.6365085589579214, "iteration": 32559, "loss_box_reg": 0.23188025038689375, "loss_cls": 0.19389120675623417, "loss_mask": 0.2509735580533743, "loss_rpn_cls": 0.03502437984570861, "loss_rpn_loc": 0.06570515502244234, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057969633123351, "mask_rcnn/false_negative": 0.0874149381480509, "mask_rcnn/false_positive": 0.11563594139660922, "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": 1.1582101525273174, "total_loss": 0.7916832878836431} {"data_time": 0.012224198086187243, "eta_seconds": 66617.70774803124, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2976572039072039, "fast_rcnn/fg_cls_accuracy": 0.6692074123130365, "iteration": 32579, "loss_box_reg": 0.24920250289142132, "loss_cls": 0.20051343459635973, "loss_mask": 0.2577627878636122, "loss_rpn_cls": 0.03289592289365828, "loss_rpn_loc": 0.07279085041955113, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044906936997963, "mask_rcnn/false_negative": 0.09178972386019738, "mask_rcnn/false_positive": 0.10059331291490849, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1541769015602767, "total_loss": 0.7858558492735028} {"data_time": 0.012932507554069161, "eta_seconds": 66594.50408807024, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.356754507628294, "fast_rcnn/fg_cls_accuracy": 0.6276402579115097, "iteration": 32599, "loss_box_reg": 0.23725421726703644, "loss_cls": 0.21079537272453308, "loss_mask": 0.2519629802554846, "loss_rpn_cls": 0.03452064102748409, "loss_rpn_loc": 0.07224791031330824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916464393415124, "mask_rcnn/false_negative": 0.0834260160260769, "mask_rcnn/false_positive": 0.12599159255296133, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1424286384135485, "total_loss": 0.8173583998577669} {"data_time": 0.013095627073198557, "eta_seconds": 66567.23401882686, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3506686861525571, "fast_rcnn/fg_cls_accuracy": 0.6024131692276329, "iteration": 32619, "loss_box_reg": 0.23859325982630253, "loss_cls": 0.19739160872995853, "loss_mask": 0.2534939758479595, "loss_rpn_cls": 0.03229131642729044, "loss_rpn_loc": 0.0744359721429646, "lr": 0.0001, "mask_rcnn/accuracy": 0.889153688566851, "mask_rcnn/false_negative": 0.09446054159909428, "mask_rcnn/false_positive": 0.12866024394068953, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.158405143301934, "total_loss": 0.8170356845948845} {"data_time": 0.013101056450977921, "eta_seconds": 66544.03177622706, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29563932002956395, "fast_rcnn/fg_cls_accuracy": 0.6803029327966583, "iteration": 32639, "loss_box_reg": 0.23739171586930752, "loss_cls": 0.1949790809303522, "loss_mask": 0.2573604881763458, "loss_rpn_cls": 0.03318729414604604, "loss_rpn_loc": 0.07784616661956534, "lr": 0.0001, "mask_rcnn/accuracy": 0.890191367281737, "mask_rcnn/false_negative": 0.0914353444784089, "mask_rcnn/false_positive": 0.12750820296464244, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1615789020434022, "total_loss": 0.7913584091002122} {"data_time": 0.011927645653486252, "eta_seconds": 66522.80120356474, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3228567042750787, "fast_rcnn/fg_cls_accuracy": 0.6461067618389746, "iteration": 32659, "loss_box_reg": 0.24885816499590874, "loss_cls": 0.20936355274170637, "loss_mask": 0.2621714025735855, "loss_rpn_cls": 0.03680494974832982, "loss_rpn_loc": 0.08050861954689026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912920244643685, "mask_rcnn/false_negative": 0.10174462926064315, "mask_rcnn/false_positive": 0.10937106023734326, "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": 1.1645967529620975, "total_loss": 0.8359502577222884} {"data_time": 0.012263038428500295, "eta_seconds": 66503.33584597334, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.36783159463487336, "fast_rcnn/fg_cls_accuracy": 0.5863888888888888, "iteration": 32679, "loss_box_reg": 0.2633477561175823, "loss_cls": 0.22839017491787672, "loss_mask": 0.24775941111147404, "loss_rpn_cls": 0.03524727444164455, "loss_rpn_loc": 0.08946870360523462, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907719280150815, "mask_rcnn/false_negative": 0.10029714841640572, "mask_rcnn/false_positive": 0.12649613578754082, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.167947362177074, "total_loss": 0.8628811045782641} {"data_time": 0.013047858839854598, "eta_seconds": 66481.44543918315, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.33881899871630294, "fast_rcnn/fg_cls_accuracy": 0.608132203860575, "iteration": 32699, "loss_box_reg": 0.2610108070075512, "loss_cls": 0.2143168319016695, "loss_mask": 0.2582932151854038, "loss_rpn_cls": 0.03402236185502261, "loss_rpn_loc": 0.08152864687144756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841608080017094, "mask_rcnn/false_negative": 0.09491352729164837, "mask_rcnn/false_positive": 0.13334759698219018, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1534998663701117, "total_loss": 0.8226593881845474} {"data_time": 0.012658493360504508, "eta_seconds": 66469.12909694016, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3620346357591475, "fast_rcnn/fg_cls_accuracy": 0.6215729840700606, "iteration": 32719, "loss_box_reg": 0.23902558349072933, "loss_cls": 0.1978197880089283, "loss_mask": 0.25431216321885586, "loss_rpn_cls": 0.029545479104854167, "loss_rpn_loc": 0.07405587891116738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867908223062034, "mask_rcnn/false_negative": 0.10985561221639906, "mask_rcnn/false_positive": 0.1254207389576385, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1694164890795946, "total_loss": 0.7834611885482445} {"data_time": 0.012041684938594699, "eta_seconds": 66445.92060214374, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.32011554621848737, "fast_rcnn/fg_cls_accuracy": 0.6309231309231309, "iteration": 32739, "loss_box_reg": 0.25632808823138475, "loss_cls": 0.20975369215011597, "loss_mask": 0.2578870467841625, "loss_rpn_cls": 0.034689347608946264, "loss_rpn_loc": 0.08014691364951432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993212788582421, "mask_rcnn/false_negative": 0.09676334168468856, "mask_rcnn/false_positive": 0.1207729553925618, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.1638604893814772, "total_loss": 0.8467426906572655} {"data_time": 0.011670454638078809, "eta_seconds": 66410.51890829578, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3375395361096468, "fast_rcnn/fg_cls_accuracy": 0.639076306425173, "iteration": 32759, "loss_box_reg": 0.25417386554181576, "loss_cls": 0.21780727058649063, "loss_mask": 0.2691130433231592, "loss_rpn_cls": 0.03499255748465657, "loss_rpn_loc": 0.07862934307195246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797204097079683, "mask_rcnn/false_negative": 0.106308019173132, "mask_rcnn/false_positive": 0.14408327881461014, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1499993780162185, "total_loss": 0.8652106574736536} {"data_time": 0.012321565067395568, "eta_seconds": 66385.67114842124, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.38089589578795263, "fast_rcnn/fg_cls_accuracy": 0.5777650337921169, "iteration": 32779, "loss_box_reg": 0.2268662378191948, "loss_cls": 0.19695233181118965, "loss_mask": 0.25588403083384037, "loss_rpn_cls": 0.032043280196376145, "loss_rpn_loc": 0.0712714372202754, "lr": 0.0001, "mask_rcnn/accuracy": 0.886598927910792, "mask_rcnn/false_negative": 0.10171289614752799, "mask_rcnn/false_positive": 0.12447381427507559, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1339813298545778, "total_loss": 0.7987117232987657} {"data_time": 0.01203230768442154, "eta_seconds": 66327.29996815324, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3708367854183927, "fast_rcnn/fg_cls_accuracy": 0.6117119831287188, "iteration": 32799, "loss_box_reg": 0.24311580508947372, "loss_cls": 0.20845581218600273, "loss_mask": 0.25106155686080456, "loss_rpn_cls": 0.036288504023104906, "loss_rpn_loc": 0.07696297322399914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856551698843481, "mask_rcnn/false_negative": 0.09054223630515792, "mask_rcnn/false_positive": 0.14655850071526189, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1483745274599642, "total_loss": 0.8110627338755876} {"data_time": 0.012799403164535761, "eta_seconds": 66287.51072837971, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3696299400937977, "fast_rcnn/fg_cls_accuracy": 0.5779424977538186, "iteration": 32819, "loss_box_reg": 0.23796280566602945, "loss_cls": 0.19193043280392885, "loss_mask": 0.2482077218592167, "loss_rpn_cls": 0.03196214826311916, "loss_rpn_loc": 0.07556833676062524, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799153512463043, "mask_rcnn/false_negative": 0.11275076763445174, "mask_rcnn/false_positive": 0.1365976935415394, "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": 1.160862484946847, "total_loss": 0.7909316772129387} {"data_time": 0.012481346493586898, "eta_seconds": 66255.12392388657, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.31123484188000317, "fast_rcnn/fg_cls_accuracy": 0.6485472972972973, "iteration": 32839, "loss_box_reg": 0.24755072966217995, "loss_cls": 0.1984174344688654, "loss_mask": 0.2505372343584895, "loss_rpn_cls": 0.034896258352091536, "loss_rpn_loc": 0.0716855435166508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853276241836292, "mask_rcnn/false_negative": 0.10761489259601273, "mask_rcnn/false_positive": 0.1194098855564554, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1435391560662538, "total_loss": 0.8202996860491112} {"data_time": 0.012337039690464735, "eta_seconds": 66200.84658528212, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29528216019417475, "fast_rcnn/fg_cls_accuracy": 0.6735436893203883, "iteration": 32859, "loss_box_reg": 0.22980604507029057, "loss_cls": 0.19043578952550888, "loss_mask": 0.24862525425851345, "loss_rpn_cls": 0.03204735240433365, "loss_rpn_loc": 0.06551894871518016, "lr": 0.0001, "mask_rcnn/accuracy": 0.890902158957046, "mask_rcnn/false_negative": 0.0955489522241337, "mask_rcnn/false_positive": 0.1205411337973728, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1313290046527982, "total_loss": 0.7776712145423517} {"data_time": 0.012958389474079013, "eta_seconds": 66177.67513040453, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3945093953775514, "fast_rcnn/fg_cls_accuracy": 0.5775745649573638, "iteration": 32879, "loss_box_reg": 0.2580484449863434, "loss_cls": 0.2195292366668582, "loss_mask": 0.25115327909588814, "loss_rpn_cls": 0.03304077195934951, "loss_rpn_loc": 0.07446494977921247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895374663490989, "mask_rcnn/false_negative": 0.09262925942806793, "mask_rcnn/false_positive": 0.12287094761057471, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1663732731249183, "total_loss": 0.8388341173995286} {"data_time": 0.012465690728276968, "eta_seconds": 66167.01844229829, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3203674677812609, "fast_rcnn/fg_cls_accuracy": 0.6574382266601946, "iteration": 32899, "loss_box_reg": 0.2415886279195547, "loss_cls": 0.19819862768054008, "loss_mask": 0.2590898834168911, "loss_rpn_cls": 0.03242521407082677, "loss_rpn_loc": 0.06900436570867896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856708334408352, "mask_rcnn/false_negative": 0.09528128333548477, "mask_rcnn/false_positive": 0.12879229492209104, "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": 1.1674838024191558, "total_loss": 0.8021150873973966} {"data_time": 0.012044423958286643, "eta_seconds": 66126.81925144047, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32292120834630955, "fast_rcnn/fg_cls_accuracy": 0.6513450102554266, "iteration": 32919, "loss_box_reg": 0.25408014841377735, "loss_cls": 0.22663045674562454, "loss_mask": 0.2598564811050892, "loss_rpn_cls": 0.03931351483333856, "loss_rpn_loc": 0.09507172740995884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864905635992313, "mask_rcnn/false_negative": 0.10456479177984497, "mask_rcnn/false_positive": 0.12205808743589629, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1731957225129008, "total_loss": 0.8971444596536458} {"data_time": 0.012211780529469252, "eta_seconds": 66089.96673735324, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3220744680851064, "fast_rcnn/fg_cls_accuracy": 0.6201065509076559, "iteration": 32939, "loss_box_reg": 0.24214384891092777, "loss_cls": 0.20749596320092678, "loss_mask": 0.2561536021530628, "loss_rpn_cls": 0.036152425804175436, "loss_rpn_loc": 0.08015529019758105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918829659480539, "mask_rcnn/false_negative": 0.09362056505204155, "mask_rcnn/false_positive": 0.12184007378525336, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1634153574705124, "total_loss": 0.8244803787674755} {"data_time": 0.012123376363888383, "eta_seconds": 66076.40111982822, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.36456091192765716, "fast_rcnn/fg_cls_accuracy": 0.6088370438997913, "iteration": 32959, "loss_box_reg": 0.23522971756756306, "loss_cls": 0.19778218679130077, "loss_mask": 0.2439282312989235, "loss_rpn_cls": 0.03233757457928732, "loss_rpn_loc": 0.061301803681999445, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986518044717887, "mask_rcnn/false_negative": 0.08338664440377787, "mask_rcnn/false_positive": 0.12610834832288942, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1474482920020819, "total_loss": 0.8074625898734666} {"data_time": 0.012239266652613878, "eta_seconds": 66050.1994413836, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3642502703120173, "fast_rcnn/fg_cls_accuracy": 0.6006838742871843, "iteration": 32979, "loss_box_reg": 0.23883618414402008, "loss_cls": 0.20430937968194485, "loss_mask": 0.2536059319972992, "loss_rpn_cls": 0.029707249894272536, "loss_rpn_loc": 0.07607489149086177, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938201725150554, "mask_rcnn/false_negative": 0.09079458003364421, "mask_rcnn/false_positive": 0.12412924024002035, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1561351048294455, "total_loss": 0.8388577518053353} {"data_time": 0.01143847149796784, "eta_seconds": 66019.65822279453, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3902554517133956, "fast_rcnn/fg_cls_accuracy": 0.5968430513425458, "iteration": 32999, "loss_box_reg": 0.2527700550854206, "loss_cls": 0.217331537976861, "loss_mask": 0.2551073506474495, "loss_rpn_cls": 0.03858511243015528, "loss_rpn_loc": 0.07965748570859432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857788421320597, "mask_rcnn/false_negative": 0.08753555937459966, "mask_rcnn/false_positive": 0.11439159398442852, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1569057458546013, "total_loss": 0.8669478101655841} {"data_time": 0.01223519747145474, "eta_seconds": 65996.49343043566, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3294078555163551, "fast_rcnn/fg_cls_accuracy": 0.6303990127519539, "iteration": 33019, "loss_box_reg": 0.23337976448237896, "loss_cls": 0.19628494326025248, "loss_mask": 0.25655532628297806, "loss_rpn_cls": 0.03274982492439449, "loss_rpn_loc": 0.08502750378102064, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062407314195098, "mask_rcnn/false_negative": 0.09206089454245492, "mask_rcnn/false_positive": 0.12115289859694103, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1586834336631, "total_loss": 0.8147475973237306} {"data_time": 0.01191556896083057, "eta_seconds": 65983.72734546661, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2936727314034722, "fast_rcnn/fg_cls_accuracy": 0.6812555629728527, "iteration": 33039, "loss_box_reg": 0.2527778185904026, "loss_cls": 0.20370884984731674, "loss_mask": 0.2551309894770384, "loss_rpn_cls": 0.03071089438162744, "loss_rpn_loc": 0.06524426303803921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946167776666265, "mask_rcnn/false_negative": 0.09391167163299256, "mask_rcnn/false_positive": 0.11882399975993219, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1679608419071883, "total_loss": 0.7978811014909297} {"data_time": 0.011450406396761537, "eta_seconds": 65964.63013624772, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3177073906485671, "fast_rcnn/fg_cls_accuracy": 0.6545537841304746, "iteration": 33059, "loss_box_reg": 0.25429246574640274, "loss_cls": 0.2097571613267064, "loss_mask": 0.2457063551992178, "loss_rpn_cls": 0.027790735999587923, "loss_rpn_loc": 0.06850942550227046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895817237907946, "mask_rcnn/false_negative": 0.09338264882959188, "mask_rcnn/false_positive": 0.11835849937238285, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1697089499793947, "total_loss": 0.8277588079217821} {"data_time": 0.013165661599487066, "eta_seconds": 65934.36254302971, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3968595218595219, "fast_rcnn/fg_cls_accuracy": 0.5278810692188118, "iteration": 33079, "loss_box_reg": 0.2625636216253042, "loss_cls": 0.22278568521142006, "loss_mask": 0.2511166464537382, "loss_rpn_cls": 0.035077283973805606, "loss_rpn_loc": 0.06960469833575189, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824783076915486, "mask_rcnn/false_negative": 0.09598011002400264, "mask_rcnn/false_positive": 0.1364864271017452, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1458387940656394, "total_loss": 0.8564693562220782} {"data_time": 0.01263829180970788, "eta_seconds": 65900.42004953139, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35077519379844957, "fast_rcnn/fg_cls_accuracy": 0.6196106705118962, "iteration": 33099, "loss_box_reg": 0.24042026046663523, "loss_cls": 0.2058806959539652, "loss_mask": 0.2570354398339987, "loss_rpn_cls": 0.03337875031866133, "loss_rpn_loc": 0.07013136567547917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849550265480208, "mask_rcnn/false_negative": 0.09567123126889576, "mask_rcnn/false_positive": 0.127028346418609, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1106578109320253, "total_loss": 0.8212293598335236} {"data_time": 0.010558872949331999, "eta_seconds": 65891.053571105, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3298611111111111, "fast_rcnn/fg_cls_accuracy": 0.6354094397140755, "iteration": 33119, "loss_box_reg": 0.25407219864428043, "loss_cls": 0.20989046432077885, "loss_mask": 0.25547073408961296, "loss_rpn_cls": 0.031576539389789104, "loss_rpn_loc": 0.07175021595321596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851805140845002, "mask_rcnn/false_negative": 0.0957544330255427, "mask_rcnn/false_positive": 0.14060713694508814, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1572297664824873, "total_loss": 0.8200889965519309} {"data_time": 0.0120191581081599, "eta_seconds": 65881.25891316682, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.299243450767841, "fast_rcnn/fg_cls_accuracy": 0.6681749622926093, "iteration": 33139, "loss_box_reg": 0.1988479234278202, "loss_cls": 0.1720261350274086, "loss_mask": 0.22911470010876656, "loss_rpn_cls": 0.024770597141468897, "loss_rpn_loc": 0.07470323098823428, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050675096279894, "mask_rcnn/false_negative": 0.08458554739962934, "mask_rcnn/false_positive": 0.10165316985443447, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.1627578819170594, "total_loss": 0.7041188319271896} {"data_time": 0.013969933846965432, "eta_seconds": 65839.08813119866, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3618109532743679, "fast_rcnn/fg_cls_accuracy": 0.6060543086727626, "iteration": 33159, "loss_box_reg": 0.24905367009341717, "loss_cls": 0.21010660845786333, "loss_mask": 0.25997128523886204, "loss_rpn_cls": 0.0265563502907753, "loss_rpn_loc": 0.0556277590803802, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806837600340868, "mask_rcnn/false_negative": 0.09718105593893944, "mask_rcnn/false_positive": 0.1324359679163593, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1504537435248494, "total_loss": 0.8187283194856718} {"data_time": 0.012760729528963566, "eta_seconds": 65834.91261776537, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.35476168180541245, "fast_rcnn/fg_cls_accuracy": 0.5818874122741526, "iteration": 33179, "loss_box_reg": 0.2691256068646908, "loss_cls": 0.24284787103533745, "loss_mask": 0.2598918732255697, "loss_rpn_cls": 0.0319535139715299, "loss_rpn_loc": 0.07356964098289609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772528511404563, "mask_rcnn/false_negative": 0.11087682785298428, "mask_rcnn/false_positive": 0.11884078092160458, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1734857766423374, "total_loss": 0.8937132535502315} {"data_time": 0.012035094667226076, "eta_seconds": 65807.28952977806, "fast_rcnn/cls_accuracy": 0.904052734375, "fast_rcnn/false_negative": 0.40571075717570904, "fast_rcnn/fg_cls_accuracy": 0.5300433056658247, "iteration": 33199, "loss_box_reg": 0.257091136649251, "loss_cls": 0.23105155490338802, "loss_mask": 0.25239832140505314, "loss_rpn_cls": 0.03540469752624631, "loss_rpn_loc": 0.08712733455467969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792979353832107, "mask_rcnn/false_negative": 0.08997849319507853, "mask_rcnn/false_positive": 0.14190317821694354, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.164016597904265, "total_loss": 0.8456489443778992} {"data_time": 0.011487766169011593, "eta_seconds": 65807.42574136239, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.33828679912277826, "fast_rcnn/fg_cls_accuracy": 0.6165462492195166, "iteration": 33219, "loss_box_reg": 0.24501131195575, "loss_cls": 0.22907466441392899, "loss_mask": 0.24893607199192047, "loss_rpn_cls": 0.029385654139332473, "loss_rpn_loc": 0.06132820341736078, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023140734395948, "mask_rcnn/false_negative": 0.09307193364999364, "mask_rcnn/false_positive": 0.11832644489627678, "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": 1.1728774453513324, "total_loss": 0.8282388676889241} {"data_time": 0.012777075869962573, "eta_seconds": 65784.24595068209, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.35645659705964977, "fast_rcnn/fg_cls_accuracy": 0.5972691783252704, "iteration": 33239, "loss_box_reg": 0.25603250600397587, "loss_cls": 0.21594759542495012, "loss_mask": 0.2442575842142105, "loss_rpn_cls": 0.03504000464454293, "loss_rpn_loc": 0.07742467755451798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916937789825435, "mask_rcnn/false_negative": 0.09837881974411619, "mask_rcnn/false_positive": 0.11179765966815236, "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": 1.1719152054283768, "total_loss": 0.8029525883030146} {"data_time": 0.013633146416395903, "eta_seconds": 65773.64808328915, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3461498001262361, "fast_rcnn/fg_cls_accuracy": 0.5980121343659054, "iteration": 33259, "loss_box_reg": 0.21901297569274902, "loss_cls": 0.19152242317795753, "loss_mask": 0.25174363143742085, "loss_rpn_cls": 0.032376815914176404, "loss_rpn_loc": 0.07294630957767367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895062404571945, "mask_rcnn/false_negative": 0.09160098760446331, "mask_rcnn/false_positive": 0.131286843454705, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.1720583094283938, "total_loss": 0.7684426844352856} {"data_time": 0.012757412157952785, "eta_seconds": 65752.15932976454, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3218395995148763, "fast_rcnn/fg_cls_accuracy": 0.6653231553774765, "iteration": 33279, "loss_box_reg": 0.21539116092026234, "loss_cls": 0.18441051058471203, "loss_mask": 0.2593000028282404, "loss_rpn_cls": 0.03343418496660888, "loss_rpn_loc": 0.06934274244122207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902985820396535, "mask_rcnn/false_negative": 0.10232609306366844, "mask_rcnn/false_positive": 0.12501121212935526, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1251306978520006, "total_loss": 0.7463466150220484} {"data_time": 0.011573498835787177, "eta_seconds": 65731.05733296834, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35729996402692843, "fast_rcnn/fg_cls_accuracy": 0.6084822802919179, "iteration": 33299, "loss_box_reg": 0.2346475850790739, "loss_cls": 0.19876956567168236, "loss_mask": 0.25849765725433826, "loss_rpn_cls": 0.03197984199505299, "loss_rpn_loc": 0.07202754030004144, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935367483607282, "mask_rcnn/false_negative": 0.0911472715376741, "mask_rcnn/false_positive": 0.13433269299606426, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1658063235227019, "total_loss": 0.813677097146865} {"data_time": 0.011396681889891624, "eta_seconds": 65712.05925120972, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3013439042877922, "fast_rcnn/fg_cls_accuracy": 0.6565517753677017, "iteration": 33319, "loss_box_reg": 0.23246130719780922, "loss_cls": 0.20742990728467703, "loss_mask": 0.2492898628115654, "loss_rpn_cls": 0.03073480329476297, "loss_rpn_loc": 0.0715864475350827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971980804492785, "mask_rcnn/false_negative": 0.08624363502474966, "mask_rcnn/false_positive": 0.12038551842080476, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.1656622539740056, "total_loss": 0.8032683747587726} {"data_time": 0.012993311509490013, "eta_seconds": 65729.38026842196, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3171940261701832, "fast_rcnn/fg_cls_accuracy": 0.6480641765665305, "iteration": 33339, "loss_box_reg": 0.2585991434752941, "loss_cls": 0.21222049556672573, "loss_mask": 0.2582384981215, "loss_rpn_cls": 0.038200104725547135, "loss_rpn_loc": 0.07405228191055357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797553177802264, "mask_rcnn/false_negative": 0.10450180866793557, "mask_rcnn/false_positive": 0.1367256469422683, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1629625360947102, "total_loss": 0.8264474710449576} {"data_time": 0.012336178682744503, "eta_seconds": 65706.17893405259, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.31742547425474255, "fast_rcnn/fg_cls_accuracy": 0.6651917404129793, "iteration": 33359, "loss_box_reg": 0.25909936521202326, "loss_cls": 0.21510864980518818, "loss_mask": 0.253508772701025, "loss_rpn_cls": 0.03223050234373659, "loss_rpn_loc": 0.07040617242455482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975956632653062, "mask_rcnn/false_negative": 0.08365061853203705, "mask_rcnn/false_positive": 0.11172977372613353, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.170796504477039, "total_loss": 0.8160012359730899} {"data_time": 0.01327262632548809, "eta_seconds": 65640.51337051205, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.39024676850763806, "fast_rcnn/fg_cls_accuracy": 0.5866512660234633, "iteration": 33379, "loss_box_reg": 0.2451625056564808, "loss_cls": 0.207021227106452, "loss_mask": 0.2536206319928169, "loss_rpn_cls": 0.029590899823233485, "loss_rpn_loc": 0.07140570180490613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873743632695787, "mask_rcnn/false_negative": 0.08614693922118222, "mask_rcnn/false_positive": 0.13816724436924605, "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": 1.1637084470130503, "total_loss": 0.8068644201848656} {"data_time": 0.012999087106436491, "eta_seconds": 65617.3270358704, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.31315835166107187, "fast_rcnn/fg_cls_accuracy": 0.6546330593818729, "iteration": 33399, "loss_box_reg": 0.24791272543370724, "loss_cls": 0.19967789575457573, "loss_mask": 0.2519804760813713, "loss_rpn_cls": 0.033542700111866, "loss_rpn_loc": 0.07184200594201684, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013477127234948, "mask_rcnn/false_negative": 0.07562102456397832, "mask_rcnn/false_positive": 0.12364408756887327, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1493009433615953, "total_loss": 0.8166482849046588} {"data_time": 0.012082867557182908, "eta_seconds": 65596.12407257315, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.35933326210065175, "fast_rcnn/fg_cls_accuracy": 0.6053116859670389, "iteration": 33419, "loss_box_reg": 0.23200172930955887, "loss_cls": 0.19901819340884686, "loss_mask": 0.24954864755272865, "loss_rpn_cls": 0.03117328102234751, "loss_rpn_loc": 0.06989473081193864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975068976258376, "mask_rcnn/false_negative": 0.09009466360648838, "mask_rcnn/false_positive": 0.11402222068900864, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.162664920091629, "total_loss": 0.7812465337920003} {"data_time": 0.011804059846326709, "eta_seconds": 65568.1523272954, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.35303039184080187, "fast_rcnn/fg_cls_accuracy": 0.6352170670816717, "iteration": 33439, "loss_box_reg": 0.211740855127573, "loss_cls": 0.19325208850204945, "loss_mask": 0.24543073773384094, "loss_rpn_cls": 0.02974739298224449, "loss_rpn_loc": 0.08080043911468238, "lr": 0.0001, "mask_rcnn/accuracy": 0.898410997137149, "mask_rcnn/false_negative": 0.08667908784676015, "mask_rcnn/false_positive": 0.11379034588570829, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1603191439062357, "total_loss": 0.7764154556207359} {"data_time": 0.011762621812522411, "eta_seconds": 65568.90595163684, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34380794701986755, "fast_rcnn/fg_cls_accuracy": 0.6288556006168962, "iteration": 33459, "loss_box_reg": 0.24288354814052582, "loss_cls": 0.20903817657381296, "loss_mask": 0.2611345052719116, "loss_rpn_cls": 0.032234590500593185, "loss_rpn_loc": 0.06691671756561846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916558086396811, "mask_rcnn/false_negative": 0.09694184803384184, "mask_rcnn/false_positive": 0.13250589619389141, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1733522000722587, "total_loss": 0.8184817901928909} {"data_time": 0.012635258957743645, "eta_seconds": 65566.97092783637, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3752030587582709, "fast_rcnn/fg_cls_accuracy": 0.6016162709767225, "iteration": 33479, "loss_box_reg": 0.2438658345490694, "loss_cls": 0.2129421764984727, "loss_mask": 0.2526126354932785, "loss_rpn_cls": 0.03249005740508437, "loss_rpn_loc": 0.070655049639754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918699788106403, "mask_rcnn/false_negative": 0.0994174675709481, "mask_rcnn/false_positive": 0.1259740273915405, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1597511037252843, "total_loss": 0.7990787110757083} {"data_time": 0.011734678875654936, "eta_seconds": 65555.8630139567, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3319386331938633, "fast_rcnn/fg_cls_accuracy": 0.6347662141779788, "iteration": 33499, "loss_box_reg": 0.24559277296066284, "loss_cls": 0.20872799679636955, "loss_mask": 0.2527092881500721, "loss_rpn_cls": 0.03789925575256348, "loss_rpn_loc": 0.06619024625979364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972948574017026, "mask_rcnn/false_negative": 0.08351886244252482, "mask_rcnn/false_positive": 0.1195897768328226, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.168092142092064, "total_loss": 0.8051399283576757} {"data_time": 0.013715196866542101, "eta_seconds": 65549.93173114955, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3126527287537334, "fast_rcnn/fg_cls_accuracy": 0.6652421652421652, "iteration": 33519, "loss_box_reg": 0.24746310338377953, "loss_cls": 0.19981807470321655, "loss_mask": 0.25855813547968864, "loss_rpn_cls": 0.029095492092892528, "loss_rpn_loc": 0.07337105879560113, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017779451892752, "mask_rcnn/false_negative": 0.08538533446062269, "mask_rcnn/false_positive": 0.11244784398790188, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.174903812352568, "total_loss": 0.8164297770708799} {"data_time": 0.011521893553435802, "eta_seconds": 65536.0074176034, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.26868386243386244, "fast_rcnn/fg_cls_accuracy": 0.7148526077097506, "iteration": 33539, "loss_box_reg": 0.24800756014883518, "loss_cls": 0.20700840279459953, "loss_mask": 0.24865434877574444, "loss_rpn_cls": 0.03464409084699582, "loss_rpn_loc": 0.08142389607382938, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945818003720489, "mask_rcnn/false_negative": 0.09721430545763356, "mask_rcnn/false_positive": 0.11190992523885956, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.169240912888199, "total_loss": 0.8262618805747479} {"data_time": 0.012249015970155597, "eta_seconds": 65521.472105709836, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3085363911450868, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 33559, "loss_box_reg": 0.23600327223539352, "loss_cls": 0.20009857043623924, "loss_mask": 0.25814242847263813, "loss_rpn_cls": 0.03898061206564307, "loss_rpn_loc": 0.0664625836070627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905232413699999, "mask_rcnn/false_negative": 0.10128271009235862, "mask_rcnn/false_positive": 0.13201482116461083, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1718846685253084, "total_loss": 0.8237454474437982} {"data_time": 0.011951931053772569, "eta_seconds": 65511.69121298473, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.35322213318712836, "fast_rcnn/fg_cls_accuracy": 0.6217409334742419, "iteration": 33579, "loss_box_reg": 0.23808898031711578, "loss_cls": 0.2003010381013155, "loss_mask": 0.25163531489670277, "loss_rpn_cls": 0.0393896404420957, "loss_rpn_loc": 0.07899100100621581, "lr": 0.0001, "mask_rcnn/accuracy": 0.887247418006068, "mask_rcnn/false_negative": 0.0955388815552024, "mask_rcnn/false_positive": 0.1584299769664036, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1638706936500967, "total_loss": 0.7947018693666905} {"data_time": 0.011209729593247175, "eta_seconds": 65539.70868699253, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30456669355923083, "fast_rcnn/fg_cls_accuracy": 0.6797169004447485, "iteration": 33599, "loss_box_reg": 0.24151533655822277, "loss_cls": 0.2089272327721119, "loss_mask": 0.25379587337374687, "loss_rpn_cls": 0.03912001250137109, "loss_rpn_loc": 0.0750650828704238, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003413004834202, "mask_rcnn/false_negative": 0.08609968900903386, "mask_rcnn/false_positive": 0.1177754542942023, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.1731490595266223, "total_loss": 0.8158479878475191} {"data_time": 0.012762977974489331, "eta_seconds": 65528.24696463067, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3254980563654033, "fast_rcnn/fg_cls_accuracy": 0.6466454802259887, "iteration": 33619, "loss_box_reg": 0.2416246049106121, "loss_cls": 0.19803271535784006, "loss_mask": 0.25284200720489025, "loss_rpn_cls": 0.031710427487269044, "loss_rpn_loc": 0.06428165966644883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827237127195511, "mask_rcnn/false_negative": 0.09277202995249623, "mask_rcnn/false_positive": 0.1429942615391393, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1764041490387172, "total_loss": 0.7972354893572628} {"data_time": 0.01087180501781404, "eta_seconds": 65505.450236685574, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.34389542841500137, "fast_rcnn/fg_cls_accuracy": 0.640458482243472, "iteration": 33639, "loss_box_reg": 0.24894851632416248, "loss_cls": 0.2190821785479784, "loss_mask": 0.24991154484450817, "loss_rpn_cls": 0.03208921942859888, "loss_rpn_loc": 0.07108792220242321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922831201585488, "mask_rcnn/false_negative": 0.09796721194600722, "mask_rcnn/false_positive": 0.10601607402425642, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1638876430224627, "total_loss": 0.853887342964299} {"data_time": 0.012513573048636317, "eta_seconds": 65481.75654464867, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3305598970304312, "fast_rcnn/fg_cls_accuracy": 0.6153193865082375, "iteration": 33659, "loss_box_reg": 0.2518206238746643, "loss_cls": 0.21408055443316698, "loss_mask": 0.2567262761294842, "loss_rpn_cls": 0.02849693293683231, "loss_rpn_loc": 0.06919655296951532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858642933131697, "mask_rcnn/false_negative": 0.10774099298341033, "mask_rcnn/false_positive": 0.12269375113437153, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.163870775140822, "total_loss": 0.8362942214589566} {"data_time": 0.01364098396152258, "eta_seconds": 65460.653582811356, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.310252281266774, "fast_rcnn/fg_cls_accuracy": 0.6373442440022317, "iteration": 33679, "loss_box_reg": 0.2572692148387432, "loss_cls": 0.21155225206166506, "loss_mask": 0.2415618598461151, "loss_rpn_cls": 0.028624239843338728, "loss_rpn_loc": 0.07760239019989967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971624241846812, "mask_rcnn/false_negative": 0.08852640535350952, "mask_rcnn/false_positive": 0.12981690400912277, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1676569059491158, "total_loss": 0.8206670556683093} {"data_time": 0.012762830592691898, "eta_seconds": 65437.40761207882, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.34892763688831285, "fast_rcnn/fg_cls_accuracy": 0.6156134246267819, "iteration": 33699, "loss_box_reg": 0.2404879815876484, "loss_cls": 0.1956687904894352, "loss_mask": 0.25053856521844864, "loss_rpn_cls": 0.03205294068902731, "loss_rpn_loc": 0.06745827896520495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909882663757327, "mask_rcnn/false_negative": 0.09690406575411964, "mask_rcnn/false_positive": 0.11445143644088429, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1446411113720387, "total_loss": 0.7837797784013674} {"data_time": 0.012510402826592326, "eta_seconds": 65440.7685251534, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3436801935964259, "fast_rcnn/fg_cls_accuracy": 0.6234884965222044, "iteration": 33719, "loss_box_reg": 0.25268114171922207, "loss_cls": 0.21979714557528496, "loss_mask": 0.25728131644427776, "loss_rpn_cls": 0.0294519264716655, "loss_rpn_loc": 0.07131926133297384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868577121206466, "mask_rcnn/false_negative": 0.09267379706441568, "mask_rcnn/false_positive": 0.1387793678790386, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1889268264640123, "total_loss": 0.8458613626426086} {"data_time": 0.010531524429097772, "eta_seconds": 65428.75571430195, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3419070781616907, "fast_rcnn/fg_cls_accuracy": 0.6301948051948052, "iteration": 33739, "loss_box_reg": 0.24215867556631565, "loss_cls": 0.2091001207008958, "loss_mask": 0.2401750311255455, "loss_rpn_cls": 0.03353742364561185, "loss_rpn_loc": 0.07376726425718516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959860261536474, "mask_rcnn/false_negative": 0.08975834945397301, "mask_rcnn/false_positive": 0.11055156994757864, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1748519456014037, "total_loss": 0.8139476839569397} {"data_time": 0.01156162959523499, "eta_seconds": 65429.128153026104, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.33594240487438376, "fast_rcnn/fg_cls_accuracy": 0.6311468472280999, "iteration": 33759, "loss_box_reg": 0.2322795046493411, "loss_cls": 0.19490953721106052, "loss_mask": 0.2454356551170349, "loss_rpn_cls": 0.03547966154292226, "loss_rpn_loc": 0.06800168030895293, "lr": 0.0001, "mask_rcnn/accuracy": 0.88513372586858, "mask_rcnn/false_negative": 0.0978591535309293, "mask_rcnn/false_positive": 0.13449818666173066, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.170137720182538, "total_loss": 0.7601421127037611} {"data_time": 0.012375773629173636, "eta_seconds": 65405.86032651365, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.40108899930489406, "fast_rcnn/fg_cls_accuracy": 0.5528952113804849, "iteration": 33779, "loss_box_reg": 0.23538157623261213, "loss_cls": 0.19966521579772234, "loss_mask": 0.2635748628526926, "loss_rpn_cls": 0.04034855426289141, "loss_rpn_loc": 0.06871410913299769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846974359895637, "mask_rcnn/false_negative": 0.10025987224519413, "mask_rcnn/false_positive": 0.12911524275305858, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1362144346348941, "total_loss": 0.8057753180619329} {"data_time": 0.01208284473977983, "eta_seconds": 65390.921311825514, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.29878331270078756, "fast_rcnn/fg_cls_accuracy": 0.6832713882579668, "iteration": 33799, "loss_box_reg": 0.2313791625201702, "loss_cls": 0.20598581433296204, "loss_mask": 0.23856747336685658, "loss_rpn_cls": 0.032657202682457864, "loss_rpn_loc": 0.06712135067209601, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031638338009403, "mask_rcnn/false_negative": 0.09877709243007571, "mask_rcnn/false_positive": 0.10753599875980142, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1687204409390688, "total_loss": 0.7817664484027773} {"data_time": 0.012816356960684061, "eta_seconds": 65368.21397373453, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.300035672318281, "fast_rcnn/fg_cls_accuracy": 0.6789862631048565, "iteration": 33819, "loss_box_reg": 0.2398301288485527, "loss_cls": 0.20554060861468315, "loss_mask": 0.2550515588372946, "loss_rpn_cls": 0.0340517460135743, "loss_rpn_loc": 0.06861882610246539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969407357592574, "mask_rcnn/false_negative": 0.07463910363719156, "mask_rcnn/false_positive": 0.12190994599519893, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.1567115921061486, "total_loss": 0.8365666593890637} {"data_time": 0.011543379398062825, "eta_seconds": 65371.17213830352, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28051450465243566, "fast_rcnn/fg_cls_accuracy": 0.7073682003982811, "iteration": 33839, "loss_box_reg": 0.23107024934142828, "loss_cls": 0.19901049695909023, "loss_mask": 0.24094710126519203, "loss_rpn_cls": 0.030298907542601228, "loss_rpn_loc": 0.07680694339796901, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049696432977336, "mask_rcnn/false_negative": 0.09165631188592334, "mask_rcnn/false_positive": 0.10213979613313473, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1527355229482055, "total_loss": 0.7946844776161015} {"data_time": 0.01341844187118113, "eta_seconds": 65391.039522020146, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2688444426630326, "fast_rcnn/fg_cls_accuracy": 0.6337224651904909, "iteration": 33859, "loss_box_reg": 0.23963596671819687, "loss_cls": 0.20730789378285408, "loss_mask": 0.2604460120201111, "loss_rpn_cls": 0.03388493519742042, "loss_rpn_loc": 0.07015377609059215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958786157218024, "mask_rcnn/false_negative": 0.09836159539402987, "mask_rcnn/false_positive": 0.10237776660514578, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1746375549118966, "total_loss": 0.8286242291796952} {"data_time": 0.012625002767890692, "eta_seconds": 65367.74381859228, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33166666666666667, "fast_rcnn/fg_cls_accuracy": 0.6232506887052343, "iteration": 33879, "loss_box_reg": 0.22494825348258018, "loss_cls": 0.2007902404293418, "loss_mask": 0.2576906196773052, "loss_rpn_cls": 0.040154966234695166, "loss_rpn_loc": 0.07324180286377668, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811585884353741, "mask_rcnn/false_negative": 0.1043152118615962, "mask_rcnn/false_positive": 0.1488071326476672, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1645627329126, "total_loss": 0.7937691587721929} {"data_time": 0.012337720952928066, "eta_seconds": 65333.70337472297, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3188421828908555, "fast_rcnn/fg_cls_accuracy": 0.6593269230769231, "iteration": 33899, "loss_box_reg": 0.23833193071186543, "loss_cls": 0.19581642653793097, "loss_mask": 0.24829836189746857, "loss_rpn_cls": 0.028460029629059136, "loss_rpn_loc": 0.059445793740451336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922103819344211, "mask_rcnn/false_negative": 0.08432839580859651, "mask_rcnn/false_positive": 0.12202621621253867, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.149122622795403, "total_loss": 0.8081372240558267} {"data_time": 0.013184517389163375, "eta_seconds": 65303.60016513616, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3508910829607551, "fast_rcnn/fg_cls_accuracy": 0.5933129370629371, "iteration": 33919, "loss_box_reg": 0.23926286026835442, "loss_cls": 0.19744150526821613, "loss_mask": 0.25794120132923126, "loss_rpn_cls": 0.033524504862725735, "loss_rpn_loc": 0.06993407942354679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919481214616994, "mask_rcnn/false_negative": 0.10339482088139287, "mask_rcnn/false_positive": 0.13266978662302106, "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": 1.165099699050188, "total_loss": 0.8102316346485168} {"data_time": 0.01147162402048707, "eta_seconds": 65262.23266300745, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3539523486024845, "fast_rcnn/fg_cls_accuracy": 0.6104767994154183, "iteration": 33939, "loss_box_reg": 0.23839342407882214, "loss_cls": 0.21317207626998425, "loss_mask": 0.26842188835144043, "loss_rpn_cls": 0.03724588919430971, "loss_rpn_loc": 0.0808035247027874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914117982357779, "mask_rcnn/false_negative": 0.08684771172119153, "mask_rcnn/false_positive": 0.12381964673971256, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.119205510476604, "total_loss": 0.8486123124603182} {"data_time": 0.010945582296699286, "eta_seconds": 65244.59933976643, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3456516853932584, "fast_rcnn/fg_cls_accuracy": 0.5956304521259204, "iteration": 33959, "loss_box_reg": 0.23765555396676064, "loss_cls": 0.20878071896731853, "loss_mask": 0.24961869791150093, "loss_rpn_cls": 0.03735969518311322, "loss_rpn_loc": 0.08258768729865551, "lr": 0.0001, "mask_rcnn/accuracy": 0.884263067373531, "mask_rcnn/false_negative": 0.09767348294036635, "mask_rcnn/false_positive": 0.12372643084760386, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1565474020317197, "total_loss": 0.8304206762695685} {"data_time": 0.011950006475672126, "eta_seconds": 65240.53588327952, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33487986661770686, "fast_rcnn/fg_cls_accuracy": 0.6405280466617027, "iteration": 33979, "loss_box_reg": 0.243051428347826, "loss_cls": 0.20409705862402916, "loss_mask": 0.2537058535963297, "loss_rpn_cls": 0.03589690144872293, "loss_rpn_loc": 0.07277299859561026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890126935371333, "mask_rcnn/false_negative": 0.08483105833967701, "mask_rcnn/false_positive": 0.1345730740612317, "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": 1.176999905379489, "total_loss": 0.8183459340943955} {"data_time": 0.012200827011838555, "eta_seconds": 65240.00710807741, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31031274021928223, "fast_rcnn/fg_cls_accuracy": 0.6577810568636258, "iteration": 33999, "loss_box_reg": 0.2400116454809904, "loss_cls": 0.1976340590044856, "loss_mask": 0.25880005210638046, "loss_rpn_cls": 0.02991521783405915, "loss_rpn_loc": 0.06501516094431281, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881639163264664, "mask_rcnn/false_negative": 0.09535734596415801, "mask_rcnn/false_positive": 0.1222404511789556, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.1735333115793765, "total_loss": 0.7769883683649823} {"data_time": 0.012649535434320569, "eta_seconds": 65236.72517158091, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.293127147766323, "fast_rcnn/fg_cls_accuracy": 0.6774141470052354, "iteration": 34019, "loss_box_reg": 0.2561463862657547, "loss_cls": 0.2095066411420703, "loss_mask": 0.25214619748294353, "loss_rpn_cls": 0.032448504702188075, "loss_rpn_loc": 0.0742021098267287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867433305413948, "mask_rcnn/false_negative": 0.09587707304455373, "mask_rcnn/false_positive": 0.11687013542616867, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1797352954745293, "total_loss": 0.8180764288408682} {"data_time": 0.013744719792157412, "eta_seconds": 65213.418017178774, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3437274879077905, "fast_rcnn/fg_cls_accuracy": 0.613878114522385, "iteration": 34039, "loss_box_reg": 0.2591002229601145, "loss_cls": 0.21512290835380554, "loss_mask": 0.267641881480813, "loss_rpn_cls": 0.031795798917301, "loss_rpn_loc": 0.07531003491021693, "lr": 0.0001, "mask_rcnn/accuracy": 0.885870776274208, "mask_rcnn/false_negative": 0.0876823791568403, "mask_rcnn/false_positive": 0.133523396534077, "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": 1.1642655136529356, "total_loss": 0.8547450206242502} {"data_time": 0.011759619461372495, "eta_seconds": 65173.11636976432, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.33356860530773574, "fast_rcnn/fg_cls_accuracy": 0.626075938907328, "iteration": 34059, "loss_box_reg": 0.23037638515233994, "loss_cls": 0.20330438297241926, "loss_mask": 0.25028266943991184, "loss_rpn_cls": 0.03106184466741979, "loss_rpn_loc": 0.0682898280210793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837411706843017, "mask_rcnn/false_negative": 0.10103811901868408, "mask_rcnn/false_positive": 0.13293437673605968, "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": 1.1618780109565705, "total_loss": 0.7950014076195657} {"data_time": 0.013255295809358358, "eta_seconds": 65171.97976548225, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.35370067284960904, "fast_rcnn/fg_cls_accuracy": 0.6281955799296987, "iteration": 34079, "loss_box_reg": 0.2143382914364338, "loss_cls": 0.1873651733621955, "loss_mask": 0.24259466119110584, "loss_rpn_cls": 0.03240592579822987, "loss_rpn_loc": 0.07748324982821941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978856857723247, "mask_rcnn/false_negative": 0.08905373076288145, "mask_rcnn/false_positive": 0.13209774082195275, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1714610047638416, "total_loss": 0.7471243013278581} {"data_time": 0.013594792457297444, "eta_seconds": 65179.56863660365, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3423147733492561, "fast_rcnn/fg_cls_accuracy": 0.627646125910773, "iteration": 34099, "loss_box_reg": 0.23253139294683933, "loss_cls": 0.20369995199143887, "loss_mask": 0.24742123670876026, "loss_rpn_cls": 0.029670850024558604, "loss_rpn_loc": 0.05890786065720022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910061070015282, "mask_rcnn/false_negative": 0.09021866746343242, "mask_rcnn/false_positive": 0.11225449816432445, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1749876893591136, "total_loss": 0.7646791038569063} {"data_time": 0.012881560483947396, "eta_seconds": 65155.02640175633, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.32344651875901875, "fast_rcnn/fg_cls_accuracy": 0.6505813953488373, "iteration": 34119, "loss_box_reg": 0.23834787774831057, "loss_cls": 0.20390664041042328, "loss_mask": 0.25590126030147076, "loss_rpn_cls": 0.03508611221332103, "loss_rpn_loc": 0.08271598699502647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881440801147985, "mask_rcnn/false_negative": 0.1000214570714871, "mask_rcnn/false_positive": 0.11882204112340737, "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": 1.1546199119184166, "total_loss": 0.8118802483659238} {"data_time": 0.012748243054375052, "eta_seconds": 65132.928515933454, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31405338054954424, "fast_rcnn/fg_cls_accuracy": 0.6632659752864356, "iteration": 34139, "loss_box_reg": 0.27021466568112373, "loss_cls": 0.21287269704043865, "loss_mask": 0.2590833716094494, "loss_rpn_cls": 0.03466371854301542, "loss_rpn_loc": 0.08807119098491967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935510742758641, "mask_rcnn/false_negative": 0.09115812211203031, "mask_rcnn/false_positive": 0.1343773676768799, "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": 1.167472520377487, "total_loss": 0.8532553765689954} {"data_time": 0.011329948902130127, "eta_seconds": 65124.699385762215, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3543039086517348, "fast_rcnn/fg_cls_accuracy": 0.610239081462103, "iteration": 34159, "loss_box_reg": 0.24352095648646355, "loss_cls": 0.22195176500827074, "loss_mask": 0.2563877645879984, "loss_rpn_cls": 0.033691053511574864, "loss_rpn_loc": 0.08092815289273858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866651559516441, "mask_rcnn/false_negative": 0.09894192358744477, "mask_rcnn/false_positive": 0.11918394535951737, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1677242117002606, "total_loss": 0.8161099430872127} {"data_time": 0.012426993809640408, "eta_seconds": 65098.67618875578, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3173150266971777, "fast_rcnn/fg_cls_accuracy": 0.657167530224525, "iteration": 34179, "loss_box_reg": 0.24229898117482662, "loss_cls": 0.19281006790697575, "loss_mask": 0.2522165793925524, "loss_rpn_cls": 0.02948798146098852, "loss_rpn_loc": 0.07156618573935702, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022196022799888, "mask_rcnn/false_negative": 0.08858766361050587, "mask_rcnn/false_positive": 0.11897296666631671, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1697221675422043, "total_loss": 0.7785317208617926} {"data_time": 0.012318018591031432, "eta_seconds": 65081.01593325846, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.40882760148418895, "fast_rcnn/fg_cls_accuracy": 0.5798547300253785, "iteration": 34199, "loss_box_reg": 0.24637915939092636, "loss_cls": 0.206788276322186, "loss_mask": 0.2465131524950266, "loss_rpn_cls": 0.02783491718582809, "loss_rpn_loc": 0.08058353187516332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896463154726242, "mask_rcnn/false_negative": 0.09522238657014338, "mask_rcnn/false_positive": 0.12179074311640004, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1727959515992552, "total_loss": 0.8295129443868063} {"data_time": 0.014328083954751492, "eta_seconds": 65067.47590119485, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3480691314256774, "fast_rcnn/fg_cls_accuracy": 0.5989699715326456, "iteration": 34219, "loss_box_reg": 0.240580502897501, "loss_cls": 0.19356637634336948, "loss_mask": 0.2598442006856203, "loss_rpn_cls": 0.033249082625843585, "loss_rpn_loc": 0.08129980438388884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918899198409901, "mask_rcnn/false_negative": 0.08984366251025244, "mask_rcnn/false_positive": 0.1155150370487589, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1759374414104968, "total_loss": 0.7899362694006413} {"data_time": 0.012384226312860847, "eta_seconds": 65051.87620546669, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3122422197225347, "fast_rcnn/fg_cls_accuracy": 0.6665053138849446, "iteration": 34239, "loss_box_reg": 0.2522420287132263, "loss_cls": 0.2135492591187358, "loss_mask": 0.2436358779668808, "loss_rpn_cls": 0.032531620119698346, "loss_rpn_loc": 0.09147826349362731, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995070828786182, "mask_rcnn/false_negative": 0.08410444884614904, "mask_rcnn/false_positive": 0.12516703765812093, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1741146645508707, "total_loss": 0.840376901673153} {"data_time": 0.012922317488119006, "eta_seconds": 65020.815825252794, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.35539473684210526, "fast_rcnn/fg_cls_accuracy": 0.6293128719256589, "iteration": 34259, "loss_box_reg": 0.26146900840103626, "loss_cls": 0.21968570351600647, "loss_mask": 0.25783892534673214, "loss_rpn_cls": 0.03571547975298017, "loss_rpn_loc": 0.08570951363071799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899098966509681, "mask_rcnn/false_negative": 0.09904941739059585, "mask_rcnn/false_positive": 0.13712489756792362, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1667465458158404, "total_loss": 0.8707600326742977} {"data_time": 0.011879436438903213, "eta_seconds": 65010.86411195807, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3496121625814459, "fast_rcnn/fg_cls_accuracy": 0.6337056572551453, "iteration": 34279, "loss_box_reg": 0.23673801869153976, "loss_cls": 0.18889173585921526, "loss_mask": 0.2545318752527237, "loss_rpn_cls": 0.03442257642745972, "loss_rpn_loc": 0.0687967874109745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811298994290462, "mask_rcnn/false_negative": 0.09927286344443276, "mask_rcnn/false_positive": 0.1432852350274757, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1577226833906025, "total_loss": 0.7999025866156444} {"data_time": 0.011522809509187937, "eta_seconds": 64994.76329812314, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30625, "fast_rcnn/fg_cls_accuracy": 0.6597849876654198, "iteration": 34299, "loss_box_reg": 0.2337424298748374, "loss_cls": 0.1908800369128585, "loss_mask": 0.25382609479129314, "loss_rpn_cls": 0.03182604326866567, "loss_rpn_loc": 0.06167385552544147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972362519822915, "mask_rcnn/false_negative": 0.09896713314061192, "mask_rcnn/false_positive": 0.10527310826433289, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1655139774084091, "total_loss": 0.771581609849818} {"data_time": 0.011495247483253479, "eta_seconds": 64991.506593972445, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.37977040024821596, "fast_rcnn/fg_cls_accuracy": 0.577687074829932, "iteration": 34319, "loss_box_reg": 0.24831169471144676, "loss_cls": 0.20714420825242996, "loss_mask": 0.24762612581253052, "loss_rpn_cls": 0.032202972390223294, "loss_rpn_loc": 0.07338463421911001, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888536977919208, "mask_rcnn/false_negative": 0.10236368690038557, "mask_rcnn/false_positive": 0.1186149681132265, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1815035489853472, "total_loss": 0.8345625605434179} {"data_time": 0.0116381268016994, "eta_seconds": 64955.5005514482, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3018518518518518, "fast_rcnn/fg_cls_accuracy": 0.6257233154849198, "iteration": 34339, "loss_box_reg": 0.2499956637620926, "loss_cls": 0.22561027482151985, "loss_mask": 0.2604332286864519, "loss_rpn_cls": 0.041693524341098964, "loss_rpn_loc": 0.07886315032374114, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903218416176697, "mask_rcnn/false_negative": 0.10295049428158067, "mask_rcnn/false_positive": 0.14571303883662806, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1619701222516596, "total_loss": 0.8547119169961661} {"data_time": 0.012434277683496475, "eta_seconds": 64937.39764600061, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3480002506400272, "fast_rcnn/fg_cls_accuracy": 0.6241751790536574, "iteration": 34359, "loss_box_reg": 0.25250109937042, "loss_cls": 0.2090053129941225, "loss_mask": 0.25552582181990147, "loss_rpn_cls": 0.03003762080334127, "loss_rpn_loc": 0.06989428354427218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834211676183414, "mask_rcnn/false_negative": 0.1053776971956148, "mask_rcnn/false_positive": 0.12305754524141627, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.17253105645068, "total_loss": 0.8241142658516765} {"data_time": 0.01245301403105259, "eta_seconds": 64914.05566266272, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.350302528830739, "fast_rcnn/fg_cls_accuracy": 0.638948756161871, "iteration": 34379, "loss_box_reg": 0.24500787258148193, "loss_cls": 0.21011077612638474, "loss_mask": 0.24998879991471767, "loss_rpn_cls": 0.031999072059988976, "loss_rpn_loc": 0.07407033862546086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987609545328705, "mask_rcnn/false_negative": 0.08374933374768641, "mask_rcnn/false_positive": 0.12348573229498074, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1648219656199217, "total_loss": 0.8075893044006079} {"data_time": 0.012238043127581477, "eta_seconds": 64885.4802490212, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3360881542699724, "fast_rcnn/fg_cls_accuracy": 0.6555125268172066, "iteration": 34399, "loss_box_reg": 0.23669177666306496, "loss_cls": 0.19857907947152853, "loss_mask": 0.24922399781644344, "loss_rpn_cls": 0.029641309985890985, "loss_rpn_loc": 0.07241590530611575, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994803171291624, "mask_rcnn/false_negative": 0.08839056442265017, "mask_rcnn/false_positive": 0.11850538563556179, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1646563799586147, "total_loss": 0.7974890138721094} {"data_time": 0.013318900484591722, "eta_seconds": 64874.78334218729, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.34864788732394364, "fast_rcnn/fg_cls_accuracy": 0.6493521126760564, "iteration": 34419, "loss_box_reg": 0.2631745394319296, "loss_cls": 0.22089323960244656, "loss_mask": 0.25906094908714294, "loss_rpn_cls": 0.030035528005100787, "loss_rpn_loc": 0.07736936653964221, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866259068607227, "mask_rcnn/false_negative": 0.0995229116259306, "mask_rcnn/false_positive": 0.12924613191107065, "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": 1.17517307610251, "total_loss": 0.8857046096818522} {"data_time": 0.01207369496114552, "eta_seconds": 64855.3800150007, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.327300537921406, "fast_rcnn/fg_cls_accuracy": 0.6368393511250654, "iteration": 34439, "loss_box_reg": 0.24816421419382095, "loss_cls": 0.2164357714354992, "loss_mask": 0.25234453193843365, "loss_rpn_cls": 0.03353384416550398, "loss_rpn_loc": 0.07694815937429667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947688987739489, "mask_rcnn/false_negative": 0.09579387501962194, "mask_rcnn/false_positive": 0.1186703651655593, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1621691149193794, "total_loss": 0.8439442875096574} {"data_time": 0.011798407649621367, "eta_seconds": 64833.83090809453, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3433803782640992, "fast_rcnn/fg_cls_accuracy": 0.6266972652514822, "iteration": 34459, "loss_box_reg": 0.24044085666537285, "loss_cls": 0.2193062799051404, "loss_mask": 0.25613498128950596, "loss_rpn_cls": 0.031182355247437954, "loss_rpn_loc": 0.077533642295748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931550999692721, "mask_rcnn/false_negative": 0.10063103645234314, "mask_rcnn/false_positive": 0.1332053950776506, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1747788139618933, "total_loss": 0.8094170455588028} {"data_time": 0.01331479661166668, "eta_seconds": 64824.5132913813, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2687308868501529, "fast_rcnn/fg_cls_accuracy": 0.6751297916222174, "iteration": 34479, "loss_box_reg": 0.23767657577991486, "loss_cls": 0.19955894630402327, "loss_mask": 0.24702554009854794, "loss_rpn_cls": 0.028074890142306685, "loss_rpn_loc": 0.07452043076045811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922848022983647, "mask_rcnn/false_negative": 0.09279041442924474, "mask_rcnn/false_positive": 0.11843665688479021, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.1637747422792017, "total_loss": 0.7815890024648979} {"data_time": 0.011030889116227627, "eta_seconds": 64809.53371175565, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29762409468291817, "fast_rcnn/fg_cls_accuracy": 0.6786679515296515, "iteration": 34499, "loss_box_reg": 0.23396283388137817, "loss_cls": 0.2093758573755622, "loss_mask": 0.24987190030515194, "loss_rpn_cls": 0.03870343847665936, "loss_rpn_loc": 0.07253371411934495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899097388728425, "mask_rcnn/false_negative": 0.10224898620282025, "mask_rcnn/false_positive": 0.11803404478723356, "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": 1.183745278744027, "total_loss": 0.791605370817706} {"data_time": 0.0117710514459759, "eta_seconds": 64780.12230989523, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.33515613641136655, "fast_rcnn/fg_cls_accuracy": 0.6372337525335736, "iteration": 34519, "loss_box_reg": 0.22517880611121655, "loss_cls": 0.1921906410716474, "loss_mask": 0.2575100604444742, "loss_rpn_cls": 0.031017965986393392, "loss_rpn_loc": 0.07007375080138445, "lr": 0.0001, "mask_rcnn/accuracy": 0.890367510936102, "mask_rcnn/false_negative": 0.08525176235261808, "mask_rcnn/false_positive": 0.13280923874124806, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1510165145155042, "total_loss": 0.7886436635162681} {"data_time": 0.012067594332620502, "eta_seconds": 64750.10008371435, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31030947448526613, "fast_rcnn/fg_cls_accuracy": 0.6751189262657152, "iteration": 34539, "loss_box_reg": 0.25598383136093616, "loss_cls": 0.20613115094602108, "loss_mask": 0.2565822899341583, "loss_rpn_cls": 0.032384625752456486, "loss_rpn_loc": 0.06171264545992017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890666135860823, "mask_rcnn/false_negative": 0.09739192545088146, "mask_rcnn/false_positive": 0.12313250688330148, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1610559255350381, "total_loss": 0.8199347329791635} {"data_time": 0.01182379899546504, "eta_seconds": 64733.41710275039, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.30524054023886593, "fast_rcnn/fg_cls_accuracy": 0.6487326637972262, "iteration": 34559, "loss_box_reg": 0.28450633957982063, "loss_cls": 0.2115170070901513, "loss_mask": 0.26532209664583206, "loss_rpn_cls": 0.040708651300519705, "loss_rpn_loc": 0.09275353944394737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936452664231194, "mask_rcnn/false_negative": 0.08325142006670161, "mask_rcnn/false_positive": 0.14131966852208813, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.177537041483447, "total_loss": 0.8954918587114662} {"data_time": 0.012014345033094287, "eta_seconds": 64710.06449917797, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.30396037877334636, "fast_rcnn/fg_cls_accuracy": 0.6767206612548746, "iteration": 34579, "loss_box_reg": 0.23408852517604828, "loss_cls": 0.19482584577053785, "loss_mask": 0.24752098694443703, "loss_rpn_cls": 0.031107072834856808, "loss_rpn_loc": 0.06961330305784941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909195619868184, "mask_rcnn/false_negative": 0.09296173100401994, "mask_rcnn/false_positive": 0.1294866894141916, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1693029287271202, "total_loss": 0.7807816866552457} {"data_time": 0.012947009410709143, "eta_seconds": 64682.16446903534, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29643390425999117, "fast_rcnn/fg_cls_accuracy": 0.690838823012736, "iteration": 34599, "loss_box_reg": 0.24102153070271015, "loss_cls": 0.1953160809352994, "loss_mask": 0.2569174412637949, "loss_rpn_cls": 0.03091186989331618, "loss_rpn_loc": 0.06924583436921239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843860985952823, "mask_rcnn/false_negative": 0.10246680780342121, "mask_rcnn/false_positive": 0.1206587753729387, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1667296499945223, "total_loss": 0.7943059243261814} {"data_time": 0.011629466665908694, "eta_seconds": 64647.57949511055, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3221656576774904, "fast_rcnn/fg_cls_accuracy": 0.6349290372075183, "iteration": 34619, "loss_box_reg": 0.2208078633993864, "loss_cls": 0.19204809796065092, "loss_mask": 0.24122652597725391, "loss_rpn_cls": 0.029779540607705712, "loss_rpn_loc": 0.07295525213703513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896455773798053, "mask_rcnn/false_negative": 0.08749785631285209, "mask_rcnn/false_positive": 0.13195551373205655, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1636978795286268, "total_loss": 0.7711711216252297} {"data_time": 0.012809290084987879, "eta_seconds": 64624.23259027302, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3486784462616822, "fast_rcnn/fg_cls_accuracy": 0.5964469654788418, "iteration": 34639, "loss_box_reg": 0.24772763065993786, "loss_cls": 0.2047954946756363, "loss_mask": 0.2519144844263792, "loss_rpn_cls": 0.03178330842638388, "loss_rpn_loc": 0.07183329062536359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964212891358543, "mask_rcnn/false_negative": 0.0949141832841442, "mask_rcnn/false_positive": 0.1190473737133583, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1511463690549135, "total_loss": 0.8032894425559789} {"data_time": 0.013028476620092988, "eta_seconds": 64594.64753790293, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3243506493506494, "fast_rcnn/fg_cls_accuracy": 0.6432741354298283, "iteration": 34659, "loss_box_reg": 0.2517142426222563, "loss_cls": 0.20622349344193935, "loss_mask": 0.2690972816199064, "loss_rpn_cls": 0.033031040569767356, "loss_rpn_loc": 0.0811885199509561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769188552904605, "mask_rcnn/false_negative": 0.1068815454364394, "mask_rcnn/false_positive": 0.1321167388680762, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1443244754336774, "total_loss": 0.8688026149757206} {"data_time": 0.012820115080103278, "eta_seconds": 64554.527571955696, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3261493004258278, "fast_rcnn/fg_cls_accuracy": 0.6456148935178713, "iteration": 34679, "loss_box_reg": 0.22401302680373192, "loss_cls": 0.1699951309710741, "loss_mask": 0.2512095160782337, "loss_rpn_cls": 0.028613929054699838, "loss_rpn_loc": 0.06384239252656698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982639750842718, "mask_rcnn/false_negative": 0.09246928164894887, "mask_rcnn/false_positive": 0.11908576692206159, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1595028170850128, "total_loss": 0.730217186268419} {"data_time": 0.012147703906521201, "eta_seconds": 64538.31674074754, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.35868941467290544, "fast_rcnn/fg_cls_accuracy": 0.5964514652014652, "iteration": 34699, "loss_box_reg": 0.24424709752202034, "loss_cls": 0.19340635556727648, "loss_mask": 0.2579104080796242, "loss_rpn_cls": 0.0360053323674947, "loss_rpn_loc": 0.07210620609112084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856131640439258, "mask_rcnn/false_negative": 0.09384212414600662, "mask_rcnn/false_positive": 0.13356163719865016, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1428490558173507, "total_loss": 0.8185622056480497} {"data_time": 0.012707597576081753, "eta_seconds": 64487.311723101884, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.36601318085331025, "fast_rcnn/fg_cls_accuracy": 0.6161711577342481, "iteration": 34719, "loss_box_reg": 0.24875561147928238, "loss_cls": 0.2066300567239523, "loss_mask": 0.25571942143142223, "loss_rpn_cls": 0.03598735888954252, "loss_rpn_loc": 0.074336311314255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909437328757034, "mask_rcnn/false_negative": 0.10028248066622188, "mask_rcnn/false_positive": 0.11701003962147488, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1601625173352659, "total_loss": 0.847013734979555} {"data_time": 0.01242694049142301, "eta_seconds": 64449.57266487647, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.33208480760725345, "fast_rcnn/fg_cls_accuracy": 0.6321861471861472, "iteration": 34739, "loss_box_reg": 0.23417725320905447, "loss_cls": 0.18238028977066278, "loss_mask": 0.24520246498286724, "loss_rpn_cls": 0.02712539443746209, "loss_rpn_loc": 0.06741130771115422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954336734693877, "mask_rcnn/false_negative": 0.08707150538772912, "mask_rcnn/false_positive": 0.12161329599698772, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1523545470554382, "total_loss": 0.7461457418976352} {"data_time": 0.012221637414768338, "eta_seconds": 64422.2468552459, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3404478218719705, "fast_rcnn/fg_cls_accuracy": 0.6199516992551211, "iteration": 34759, "loss_box_reg": 0.23013738077133894, "loss_cls": 0.19314272701740265, "loss_mask": 0.23333021812140942, "loss_rpn_cls": 0.0360535376239568, "loss_rpn_loc": 0.07470156252384186, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027033941747251, "mask_rcnn/false_negative": 0.07894621259772712, "mask_rcnn/false_positive": 0.11336657215458304, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1667125434614718, "total_loss": 0.7847933222074062} {"data_time": 0.01258160243742168, "eta_seconds": 64414.326970609836, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.31635249519655195, "fast_rcnn/fg_cls_accuracy": 0.6484555984555984, "iteration": 34779, "loss_box_reg": 0.2456177305430174, "loss_cls": 0.20428307820111513, "loss_mask": 0.25964043848216534, "loss_rpn_cls": 0.028478132211603224, "loss_rpn_loc": 0.0640686817932874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950069601813768, "mask_rcnn/false_negative": 0.10061734505658657, "mask_rcnn/false_positive": 0.11573446977841034, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1632756856270134, "total_loss": 0.791701695183292} {"data_time": 0.012755476403981447, "eta_seconds": 64366.771381907165, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2990686274509804, "fast_rcnn/fg_cls_accuracy": 0.6920149638802889, "iteration": 34799, "loss_box_reg": 0.23468717001378536, "loss_cls": 0.2001450825482607, "loss_mask": 0.2540009170770645, "loss_rpn_cls": 0.032179500558413565, "loss_rpn_loc": 0.08294479781761765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912131284633058, "mask_rcnn/false_negative": 0.09205643690041243, "mask_rcnn/false_positive": 0.12777598563239395, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1450826216023415, "total_loss": 0.8029393621254712} {"data_time": 0.012008488411083817, "eta_seconds": 64334.84001524281, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.287593984962406, "fast_rcnn/fg_cls_accuracy": 0.6717987894458484, "iteration": 34819, "loss_box_reg": 0.25197009555995464, "loss_cls": 0.20264746621251106, "loss_mask": 0.2546029668301344, "loss_rpn_cls": 0.03661243582610041, "loss_rpn_loc": 0.06918638944625854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904684340468789, "mask_rcnn/false_negative": 0.09737112973916959, "mask_rcnn/false_positive": 0.12278077500377398, "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": 1.1588365701027215, "total_loss": 0.823621732997708} {"data_time": 0.013168366625905037, "eta_seconds": 64309.19484283775, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3205735752694773, "fast_rcnn/fg_cls_accuracy": 0.6576450511945393, "iteration": 34839, "loss_box_reg": 0.2294212318956852, "loss_cls": 0.19991590455174446, "loss_mask": 0.2512044534087181, "loss_rpn_cls": 0.032661725650541484, "loss_rpn_loc": 0.07319436268880963, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952550636218343, "mask_rcnn/false_negative": 0.09239862304681237, "mask_rcnn/false_positive": 0.11894733077983549, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1324930305127054, "total_loss": 0.792787931393832} {"data_time": 0.01199213764630258, "eta_seconds": 64278.93037245143, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33051262721447416, "fast_rcnn/fg_cls_accuracy": 0.6392808691100595, "iteration": 34859, "loss_box_reg": 0.24278904683887959, "loss_cls": 0.21844030544161797, "loss_mask": 0.2595332581549883, "loss_rpn_cls": 0.031183367944322526, "loss_rpn_loc": 0.07397656282410026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882800684447887, "mask_rcnn/false_negative": 0.08436946348111785, "mask_rcnn/false_positive": 0.12619422981639344, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1509595068637282, "total_loss": 0.850837031728588} {"data_time": 0.012036515399813652, "eta_seconds": 64260.886217057705, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3274592731829574, "fast_rcnn/fg_cls_accuracy": 0.6441029900332227, "iteration": 34879, "loss_box_reg": 0.24292800016701221, "loss_cls": 0.20640595629811287, "loss_mask": 0.25311252661049366, "loss_rpn_cls": 0.03509826981462538, "loss_rpn_loc": 0.08091955608688295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889031892877632, "mask_rcnn/false_negative": 0.08857175911557813, "mask_rcnn/false_positive": 0.12065436777312756, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.170016871066764, "total_loss": 0.8236922988435254} {"data_time": 0.012554983142763376, "eta_seconds": 64241.567322216, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3435133267784539, "fast_rcnn/fg_cls_accuracy": 0.6131276279990105, "iteration": 34899, "loss_box_reg": 0.22177709359675646, "loss_cls": 0.19142023660242558, "loss_mask": 0.24768174067139626, "loss_rpn_cls": 0.03303890523966402, "loss_rpn_loc": 0.05475729634054005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814906278503021, "mask_rcnn/false_negative": 0.10059008334704611, "mask_rcnn/false_positive": 0.13250658134617013, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1654038515407592, "total_loss": 0.781038535758853} {"data_time": 0.013284153304994106, "eta_seconds": 64215.92552471906, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3293060092922172, "fast_rcnn/fg_cls_accuracy": 0.6402316633404841, "iteration": 34919, "loss_box_reg": 0.2472874242812395, "loss_cls": 0.2043573446571827, "loss_mask": 0.24167878925800323, "loss_rpn_cls": 0.03946975339204073, "loss_rpn_loc": 0.07678838446736336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959785611575459, "mask_rcnn/false_negative": 0.09090761115290007, "mask_rcnn/false_positive": 0.1304886283736553, "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": 1.1516809416934848, "total_loss": 0.7831499625463039} {"data_time": 0.011771071003749967, "eta_seconds": 64197.03021988738, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.40816440498129225, "fast_rcnn/fg_cls_accuracy": 0.5589796138496387, "iteration": 34939, "loss_box_reg": 0.2251660516485572, "loss_cls": 0.20025336649268866, "loss_mask": 0.2568252719938755, "loss_rpn_cls": 0.029923369307653047, "loss_rpn_loc": 0.06886140303686261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8716743256630063, "mask_rcnn/false_negative": 0.0968755109322484, "mask_rcnn/false_positive": 0.14386997307894892, "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": 1.1562209925614297, "total_loss": 0.7887587124714628} {"data_time": 0.012552318628877401, "eta_seconds": 64187.62301594019, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.32363255526111173, "fast_rcnn/fg_cls_accuracy": 0.6020827624006577, "iteration": 34959, "loss_box_reg": 0.23215096071362495, "loss_cls": 0.20702585484832525, "loss_mask": 0.25010066479444504, "loss_rpn_cls": 0.025933224824257195, "loss_rpn_loc": 0.0551891450304538, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890222617630317, "mask_rcnn/false_negative": 0.09214078653441551, "mask_rcnn/false_positive": 0.12266293116383858, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1634787486400455, "total_loss": 0.745088535011746} {"data_time": 0.011981816962361336, "eta_seconds": 64148.294629189186, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.401420920791224, "fast_rcnn/fg_cls_accuracy": 0.5728709394205443, "iteration": 34979, "loss_box_reg": 0.2567479573190212, "loss_cls": 0.22283187694847584, "loss_mask": 0.26015543192625046, "loss_rpn_cls": 0.034247053088620305, "loss_rpn_loc": 0.06904721609316766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813852957755556, "mask_rcnn/false_negative": 0.10287022993705602, "mask_rcnn/false_positive": 0.13280058942209597, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1524422930087894, "total_loss": 0.8545516335871071} {"data_time": 0.013434702763333917, "eta_seconds": 64103.17471250892, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3671345029239766, "fast_rcnn/fg_cls_accuracy": 0.5776092774308653, "iteration": 34999, "loss_box_reg": 0.2294458355754614, "loss_cls": 0.19404288195073605, "loss_mask": 0.25058005191385746, "loss_rpn_cls": 0.035208324203267694, "loss_rpn_loc": 0.06305536557920277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889535520722247, "mask_rcnn/false_negative": 0.09042721914290981, "mask_rcnn/false_positive": 0.1401574196790416, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1452236170880497, "total_loss": 0.7758011325495318} {"data_time": 0.011966780992224813, "eta_seconds": 64068.994908798486, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.35718153587728896, "fast_rcnn/fg_cls_accuracy": 0.6128618693134822, "iteration": 35019, "loss_box_reg": 0.23429959267377853, "loss_cls": 0.21030328702181578, "loss_mask": 0.2527971286326647, "loss_rpn_cls": 0.029008315410465002, "loss_rpn_loc": 0.06580338208004832, "lr": 0.0001, "mask_rcnn/accuracy": 0.885659413061535, "mask_rcnn/false_negative": 0.08918644240829861, "mask_rcnn/false_positive": 0.13408089861908654, "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": 1.176389982458204, "total_loss": 0.8094817844685167} {"data_time": 0.012709253001958132, "eta_seconds": 64071.60685032606, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35886956521739133, "fast_rcnn/fg_cls_accuracy": 0.6033135593220339, "iteration": 35039, "loss_box_reg": 0.25868537090718746, "loss_cls": 0.21316618844866753, "loss_mask": 0.2627341989427805, "loss_rpn_cls": 0.033532161032781005, "loss_rpn_loc": 0.07440994889475405, "lr": 0.0001, "mask_rcnn/accuracy": 0.890741996950875, "mask_rcnn/false_negative": 0.08556595222267971, "mask_rcnn/false_positive": 0.14030499545578717, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1762544885277748, "total_loss": 0.8717316628899425} {"data_time": 0.01338784396648407, "eta_seconds": 64061.499891174026, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3536578800017229, "fast_rcnn/fg_cls_accuracy": 0.6081038552321008, "iteration": 35059, "loss_box_reg": 0.24918474070727825, "loss_cls": 0.20761619228869677, "loss_mask": 0.2594993934035301, "loss_rpn_cls": 0.033717075479216874, "loss_rpn_loc": 0.08109490992501378, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963879745446566, "mask_rcnn/false_negative": 0.10019590069301443, "mask_rcnn/false_positive": 0.10248519650281213, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1712333573959768, "total_loss": 0.8272927123471163} {"data_time": 0.01285336329601705, "eta_seconds": 64029.38688848168, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.33495927106474777, "fast_rcnn/fg_cls_accuracy": 0.6477850399419027, "iteration": 35079, "loss_box_reg": 0.2511933334171772, "loss_cls": 0.21896923333406448, "loss_mask": 0.2574882674962282, "loss_rpn_cls": 0.03512323461472988, "loss_rpn_loc": 0.08624476753175259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849001320561065, "mask_rcnn/false_negative": 0.1028096672801162, "mask_rcnn/false_positive": 0.11408850496256749, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1631744247861207, "total_loss": 0.8614894918864593} {"data_time": 0.012395310681313276, "eta_seconds": 63989.62689014152, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3371119686737416, "fast_rcnn/fg_cls_accuracy": 0.6147552236347162, "iteration": 35099, "loss_box_reg": 0.23607064224779606, "loss_cls": 0.19400112703442574, "loss_mask": 0.2528175674378872, "loss_rpn_cls": 0.032940573990345, "loss_rpn_loc": 0.08067343418952078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909583426049372, "mask_rcnn/false_negative": 0.0889621164718101, "mask_rcnn/false_positive": 0.1276799955905614, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1663350290618837, "total_loss": 0.8078374408651143} {"data_time": 0.012155386619269848, "eta_seconds": 63945.312514454126, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3208020050125313, "fast_rcnn/fg_cls_accuracy": 0.6648610479223536, "iteration": 35119, "loss_box_reg": 0.22882395330816507, "loss_cls": 0.18699193745851517, "loss_mask": 0.24560497514903545, "loss_rpn_cls": 0.03327908331993967, "loss_rpn_loc": 0.07362498302245513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933385749766456, "mask_rcnn/false_negative": 0.08355833106264801, "mask_rcnn/false_positive": 0.12681585904821358, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1566356858238578, "total_loss": 0.7558976771542802} {"data_time": 0.012301684357225895, "eta_seconds": 63920.67335157655, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3368552121865261, "fast_rcnn/fg_cls_accuracy": 0.61531279178338, "iteration": 35139, "loss_box_reg": 0.23808632232248783, "loss_cls": 0.2109921146184206, "loss_mask": 0.24351883120834827, "loss_rpn_cls": 0.03128096822183579, "loss_rpn_loc": 0.07032258855178952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946060128632141, "mask_rcnn/false_negative": 0.091318594566655, "mask_rcnn/false_positive": 0.12464823234054004, "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": 1.161684600636363, "total_loss": 0.770738338236697} {"data_time": 0.01317627215757966, "eta_seconds": 63871.78589170799, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.32268303985171454, "fast_rcnn/fg_cls_accuracy": 0.6380228238859611, "iteration": 35159, "loss_box_reg": 0.23360473103821278, "loss_cls": 0.18739019334316254, "loss_mask": 0.25631597079336643, "loss_rpn_cls": 0.034075183095410466, "loss_rpn_loc": 0.06931884307414293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918861474154074, "mask_rcnn/false_negative": 0.09696737835317201, "mask_rcnn/false_positive": 0.12711227140548875, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.163956904783845, "total_loss": 0.7890262578148395} {"data_time": 0.012381565989926457, "eta_seconds": 63845.20986985415, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.36895592640136926, "fast_rcnn/fg_cls_accuracy": 0.5746054519368724, "iteration": 35179, "loss_box_reg": 0.24168925918638706, "loss_cls": 0.2023870963603258, "loss_mask": 0.24364832416176796, "loss_rpn_cls": 0.029647253802977502, "loss_rpn_loc": 0.056101254536770284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830401960107772, "mask_rcnn/false_negative": 0.10595440789024396, "mask_rcnn/false_positive": 0.13504666281785757, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1719579144846648, "total_loss": 0.7687268845038489} {"data_time": 0.010841128183528781, "eta_seconds": 63798.05059051141, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3058327219369039, "fast_rcnn/fg_cls_accuracy": 0.6558991420845899, "iteration": 35199, "loss_box_reg": 0.2498049959540367, "loss_cls": 0.22012312151491642, "loss_mask": 0.25216962583363056, "loss_rpn_cls": 0.03312005510088056, "loss_rpn_loc": 0.0680934339761734, "lr": 0.0001, "mask_rcnn/accuracy": 0.896068062078184, "mask_rcnn/false_negative": 0.08530926471465475, "mask_rcnn/false_positive": 0.12017613630659119, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1463722868356854, "total_loss": 0.850122383038979} {"data_time": 0.01188087952323258, "eta_seconds": 63713.486921782605, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32510191602119853, "fast_rcnn/fg_cls_accuracy": 0.6587704355643883, "iteration": 35219, "loss_box_reg": 0.24076815089210868, "loss_cls": 0.19872084446251392, "loss_mask": 0.25351905822753906, "loss_rpn_cls": 0.032177479355596006, "loss_rpn_loc": 0.06368555361405015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891065092818776, "mask_rcnn/false_negative": 0.08691100242158642, "mask_rcnn/false_positive": 0.13195402555982735, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.153972804080695, "total_loss": 0.8045608330285177} {"data_time": 0.010795226320624352, "eta_seconds": 63690.22533473559, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3135959939531368, "fast_rcnn/fg_cls_accuracy": 0.6450628593979029, "iteration": 35239, "loss_box_reg": 0.24607925675809383, "loss_cls": 0.21122897043824196, "loss_mask": 0.25180008821189404, "loss_rpn_cls": 0.03294418679433875, "loss_rpn_loc": 0.07011774857528508, "lr": 0.0001, "mask_rcnn/accuracy": 0.896630986159576, "mask_rcnn/false_negative": 0.08589864860434586, "mask_rcnn/false_positive": 0.1257822805295188, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1673709899187088, "total_loss": 0.8124092350481078} {"data_time": 0.011524531757459044, "eta_seconds": 63666.96374768857, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.341880737340835, "fast_rcnn/fg_cls_accuracy": 0.6495965353864377, "iteration": 35259, "loss_box_reg": 0.2267929194495082, "loss_cls": 0.18827335257083178, "loss_mask": 0.2521759644150734, "loss_rpn_cls": 0.03409817605279386, "loss_rpn_loc": 0.06824458204209805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880390748090423, "mask_rcnn/false_negative": 0.09796431168881836, "mask_rcnn/false_positive": 0.11991788107250197, "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": 1.1630326511804014, "total_loss": 0.7586492447881028} {"data_time": 0.01189943845383823, "eta_seconds": 63639.091019555926, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.36061123004192314, "fast_rcnn/fg_cls_accuracy": 0.6203208200212993, "iteration": 35279, "loss_box_reg": 0.23927726224064827, "loss_cls": 0.19911494106054306, "loss_mask": 0.25418897345662117, "loss_rpn_cls": 0.03744038019794971, "loss_rpn_loc": 0.0786796931643039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769310421405667, "mask_rcnn/false_negative": 0.08992937696370605, "mask_rcnn/false_positive": 0.12113616496271727, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.1395945521071553, "total_loss": 0.7963115154998377} {"data_time": 0.01099388930015266, "eta_seconds": 63609.131698682904, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3576984126984127, "fast_rcnn/fg_cls_accuracy": 0.6038372338182585, "iteration": 35299, "loss_box_reg": 0.24035164713859558, "loss_cls": 0.21225871611386538, "loss_mask": 0.2529833931475878, "loss_rpn_cls": 0.0307526548858732, "loss_rpn_loc": 0.08876360720023513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938402980709573, "mask_rcnn/false_negative": 0.09027813457902045, "mask_rcnn/false_positive": 0.1379587650364737, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1545393464621156, "total_loss": 0.815929735545069} {"data_time": 0.012041332898661494, "eta_seconds": 63565.10612785816, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3768845055455934, "fast_rcnn/fg_cls_accuracy": 0.5854181496206532, "iteration": 35319, "loss_box_reg": 0.2368189450353384, "loss_cls": 0.20124532096087933, "loss_mask": 0.2534948345273733, "loss_rpn_cls": 0.03727360675111413, "loss_rpn_loc": 0.07830616785213351, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905082419324761, "mask_rcnn/false_negative": 0.09697095669926711, "mask_rcnn/false_positive": 0.1252280832464156, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1509982345160097, "total_loss": 0.7953039046842605} {"data_time": 0.011439123656600714, "eta_seconds": 63552.98986692913, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.362388439763653, "fast_rcnn/fg_cls_accuracy": 0.6110348834334594, "iteration": 35339, "loss_box_reg": 0.2558677326887846, "loss_cls": 0.2012512655928731, "loss_mask": 0.2580964155495167, "loss_rpn_cls": 0.027605852694250643, "loss_rpn_loc": 0.0593733845744282, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957843967226553, "mask_rcnn/false_negative": 0.08885401245269497, "mask_rcnn/false_positive": 0.11603157298625746, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1699065843131393, "total_loss": 0.8278422896983102} {"data_time": 0.010016991989687085, "eta_seconds": 63518.606415987015, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3067640692640693, "fast_rcnn/fg_cls_accuracy": 0.6492693554386524, "iteration": 35359, "loss_box_reg": 0.25275397300720215, "loss_cls": 0.2188727678731084, "loss_mask": 0.24507479555904865, "loss_rpn_cls": 0.03111056738998741, "loss_rpn_loc": 0.07517133746296167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821708903341556, "mask_rcnn/false_negative": 0.10025274635348166, "mask_rcnn/false_positive": 0.12474664941485983, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1753924603108317, "total_loss": 0.8217005859478377} {"data_time": 0.012987203430384398, "eta_seconds": 63483.29724970739, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3885525961797148, "fast_rcnn/fg_cls_accuracy": 0.5939891616898916, "iteration": 35379, "loss_box_reg": 0.24248058535158634, "loss_cls": 0.2191517362371087, "loss_mask": 0.2485556434839964, "loss_rpn_cls": 0.0318774888291955, "loss_rpn_loc": 0.07414081692695618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878952149041435, "mask_rcnn/false_negative": 0.09882430663218714, "mask_rcnn/false_positive": 0.13124201639062827, "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": 1.1369365381542593, "total_loss": 0.8291487519163638} {"data_time": 0.011603774968534708, "eta_seconds": 63459.034385718405, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.33320251177394034, "fast_rcnn/fg_cls_accuracy": 0.6324739344762902, "iteration": 35399, "loss_box_reg": 0.26702261343598366, "loss_cls": 0.21319023706018925, "loss_mask": 0.2505460996180773, "loss_rpn_cls": 0.03282854094868526, "loss_rpn_loc": 0.08082926669158041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872464826533311, "mask_rcnn/false_negative": 0.10173879472958211, "mask_rcnn/false_positive": 0.12644368086012242, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1632601018063724, "total_loss": 0.8696826287778094} {"data_time": 0.012764942599460483, "eta_seconds": 63399.937711530365, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.37060733384262795, "fast_rcnn/fg_cls_accuracy": 0.5965431627196333, "iteration": 35419, "loss_box_reg": 0.24381182342767715, "loss_cls": 0.19817897118628025, "loss_mask": 0.24614158645272255, "loss_rpn_cls": 0.03089664806611836, "loss_rpn_loc": 0.058285393519327044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935462763865496, "mask_rcnn/false_negative": 0.09140300603572653, "mask_rcnn/false_positive": 0.1296379318814105, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1367660211399198, "total_loss": 0.7943521915003657} {"data_time": 0.013351906090974808, "eta_seconds": 63383.91258332878, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3306008825944171, "fast_rcnn/fg_cls_accuracy": 0.6400069881201956, "iteration": 35439, "loss_box_reg": 0.2298525683581829, "loss_cls": 0.19321642816066742, "loss_mask": 0.25387120619416237, "loss_rpn_cls": 0.033619929337874055, "loss_rpn_loc": 0.0765275964513421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844385649826925, "mask_rcnn/false_negative": 0.10270426390249764, "mask_rcnn/false_positive": 0.12868112299910267, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1780644638929516, "total_loss": 0.7713941704714671} {"data_time": 0.012774821603670716, "eta_seconds": 63320.481661702506, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.39685202940236497, "fast_rcnn/fg_cls_accuracy": 0.5708807012737981, "iteration": 35459, "loss_box_reg": 0.23593544028699398, "loss_cls": 0.21729154139757156, "loss_mask": 0.2605995927006006, "loss_rpn_cls": 0.03366477973759174, "loss_rpn_loc": 0.06836656981613487, "lr": 0.0001, "mask_rcnn/accuracy": 0.883631545483877, "mask_rcnn/false_negative": 0.08635105799664676, "mask_rcnn/false_positive": 0.1448231390630058, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.1571239919867367, "total_loss": 0.8122662187088281} {"data_time": 0.012067756149917841, "eta_seconds": 63308.835720540956, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3712114537444934, "fast_rcnn/fg_cls_accuracy": 0.6069037681779808, "iteration": 35479, "loss_box_reg": 0.2551573012024164, "loss_cls": 0.20960538927465677, "loss_mask": 0.2590616177767515, "loss_rpn_cls": 0.038628573645837605, "loss_rpn_loc": 0.08415433624759316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826673145869575, "mask_rcnn/false_negative": 0.10936020361634968, "mask_rcnn/false_positive": 0.1433128945453448, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1720974990166724, "total_loss": 0.8454935514600947} {"data_time": 0.011889527086168528, "eta_seconds": 63253.78809554968, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3624276472591079, "fast_rcnn/fg_cls_accuracy": 0.6106060606060606, "iteration": 35499, "loss_box_reg": 0.2349278125911951, "loss_cls": 0.2059455756098032, "loss_mask": 0.24730016849935055, "loss_rpn_cls": 0.034114817273803055, "loss_rpn_loc": 0.06806686613708735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859871522426582, "mask_rcnn/false_negative": 0.10063346394445447, "mask_rcnn/false_positive": 0.13591696667357456, "roi_head/num_bg_samples": 428.875, "roi_head/num_fg_samples": 83.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.162703667068854, "total_loss": 0.804962731897831} {"data_time": 0.01209588604979217, "eta_seconds": 63236.5494261682, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3448469453494579, "fast_rcnn/fg_cls_accuracy": 0.5946540065245101, "iteration": 35519, "loss_box_reg": 0.2531906757503748, "loss_cls": 0.21074797585606575, "loss_mask": 0.25183570198714733, "loss_rpn_cls": 0.03491349727846682, "loss_rpn_loc": 0.06940097361803055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870508185288504, "mask_rcnn/false_negative": 0.10152670645866797, "mask_rcnn/false_positive": 0.13298226799658674, "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": 1.1666122328024358, "total_loss": 0.8381837082561105} {"data_time": 0.012394153513014317, "eta_seconds": 63208.57116427738, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.3752458822135324, "fast_rcnn/fg_cls_accuracy": 0.6024054982817869, "iteration": 35539, "loss_box_reg": 0.24040826596319675, "loss_cls": 0.20636286213994026, "loss_mask": 0.2638674918562174, "loss_rpn_cls": 0.03395218402147293, "loss_rpn_loc": 0.07492714375257492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924807771893636, "mask_rcnn/false_negative": 0.09771519318365576, "mask_rcnn/false_positive": 0.12777343346876968, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1544248214922845, "total_loss": 0.8222080604173243} {"data_time": 0.011971727944910526, "eta_seconds": 63155.67345269956, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3404175050301811, "fast_rcnn/fg_cls_accuracy": 0.6367133364130628, "iteration": 35559, "loss_box_reg": 0.24317260272800922, "loss_cls": 0.21452583000063896, "loss_mask": 0.25443340092897415, "loss_rpn_cls": 0.03682393848430365, "loss_rpn_loc": 0.08006572094745934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985961079897369, "mask_rcnn/false_negative": 0.09618004601140431, "mask_rcnn/false_positive": 0.10766398474585503, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1417776956222951, "total_loss": 0.8394994720583782} {"data_time": 0.012811292428523302, "eta_seconds": 63124.83257437125, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.34942586539267456, "fast_rcnn/fg_cls_accuracy": 0.6308131366350544, "iteration": 35579, "loss_box_reg": 0.24730700813233852, "loss_cls": 0.2047205325216055, "loss_mask": 0.2503034435212612, "loss_rpn_cls": 0.030258288548793644, "loss_rpn_loc": 0.07106214808300138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840429792117055, "mask_rcnn/false_negative": 0.10747712649736098, "mask_rcnn/false_positive": 0.13448055785677737, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.16550757503137, "total_loss": 0.8184457315364853} {"data_time": 0.014240032294765115, "eta_seconds": 63101.633444428444, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3060340568492474, "fast_rcnn/fg_cls_accuracy": 0.6365695379284882, "iteration": 35599, "loss_box_reg": 0.2290504202246666, "loss_cls": 0.19408580660820007, "loss_mask": 0.2420625388622284, "loss_rpn_cls": 0.026791533106006682, "loss_rpn_loc": 0.07058675680309534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945203512743125, "mask_rcnn/false_negative": 0.09663515251095828, "mask_rcnn/false_positive": 0.12009922584642889, "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": 1.1764891189523041, "total_loss": 0.7836486496962607} {"data_time": 0.01164441742002964, "eta_seconds": 63066.50011162739, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3264840182648402, "fast_rcnn/fg_cls_accuracy": 0.6469685708218306, "iteration": 35619, "loss_box_reg": 0.2445940338075161, "loss_cls": 0.2148446161299944, "loss_mask": 0.2571174595504999, "loss_rpn_cls": 0.037354471161961555, "loss_rpn_loc": 0.08038096036761999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904533359215805, "mask_rcnn/false_negative": 0.09511523372421996, "mask_rcnn/false_positive": 0.12497159480153358, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1615952895954251, "total_loss": 0.8509322747122496} {"data_time": 0.01318445149809122, "eta_seconds": 63043.30537087284, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3218637790155221, "fast_rcnn/fg_cls_accuracy": 0.6504848878961802, "iteration": 35639, "loss_box_reg": 0.22761549893766642, "loss_cls": 0.18516847025603056, "loss_mask": 0.25427138805389404, "loss_rpn_cls": 0.030874779913574457, "loss_rpn_loc": 0.0848315260373056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969222378606615, "mask_rcnn/false_negative": 0.07907198667678916, "mask_rcnn/false_positive": 0.12936882172299416, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.157087764935568, "total_loss": 0.764724641572684} {"data_time": 0.01205701450817287, "eta_seconds": 63020.11063011829, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3740401728960081, "fast_rcnn/fg_cls_accuracy": 0.5915095178793809, "iteration": 35659, "loss_box_reg": 0.23752079904079437, "loss_cls": 0.20297948829829693, "loss_mask": 0.25442018546164036, "loss_rpn_cls": 0.03135718702105805, "loss_rpn_loc": 0.06706616841256618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810647804786587, "mask_rcnn/false_negative": 0.09609213049562279, "mask_rcnn/false_positive": 0.12997498365616778, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 206.625, "rpn/num_pos_anchors": 49.375, "time": 1.1435792746488005, "total_loss": 0.7936471607536077} {"data_time": 0.012571427039802074, "eta_seconds": 63014.711977764964, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29119341277030636, "fast_rcnn/fg_cls_accuracy": 0.6379098788638262, "iteration": 35679, "loss_box_reg": 0.26363593339920044, "loss_cls": 0.21566786151379347, "loss_mask": 0.25303390249609947, "loss_rpn_cls": 0.03569007036276162, "loss_rpn_loc": 0.07349208695814013, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907416704286597, "mask_rcnn/false_negative": 0.09281677838142348, "mask_rcnn/false_positive": 0.12700613110702136, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1667090621776879, "total_loss": 0.8670094575500116} {"data_time": 0.012122233165428042, "eta_seconds": 63001.578145707026, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.34040056329212953, "fast_rcnn/fg_cls_accuracy": 0.6004075711522521, "iteration": 35699, "loss_box_reg": 0.25398378539830446, "loss_cls": 0.1979427495971322, "loss_mask": 0.2523311972618103, "loss_rpn_cls": 0.03371392120607197, "loss_rpn_loc": 0.0674362009158358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878753086929778, "mask_rcnn/false_negative": 0.09724032904135423, "mask_rcnn/false_positive": 0.11507671668360128, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1636082956101745, "total_loss": 0.8151196105172858} {"data_time": 0.013552062911912799, "eta_seconds": 62972.16447630897, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3009825505544683, "fast_rcnn/fg_cls_accuracy": 0.630107215299913, "iteration": 35719, "loss_box_reg": 0.23292356170713902, "loss_cls": 0.1997862532734871, "loss_mask": 0.2501054145395756, "loss_rpn_cls": 0.031055990839377046, "loss_rpn_loc": 0.0677058664150536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861644429556882, "mask_rcnn/false_negative": 0.100383019398494, "mask_rcnn/false_positive": 0.1319863508178517, "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": 1.14970409614034, "total_loss": 0.8057514640968293} {"data_time": 0.01396796153858304, "eta_seconds": 62955.16814338975, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33683455302051946, "fast_rcnn/fg_cls_accuracy": 0.6508318178756651, "iteration": 35739, "loss_box_reg": 0.24593777768313885, "loss_cls": 0.20571260759606957, "loss_mask": 0.27002369426190853, "loss_rpn_cls": 0.03767851204611361, "loss_rpn_loc": 0.07604123512282968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809595103285217, "mask_rcnn/false_negative": 0.0961831353874746, "mask_rcnn/false_positive": 0.13839228230636866, "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": 1.165365534601733, "total_loss": 0.8463868550024927} {"data_time": 0.012006730772554874, "eta_seconds": 62921.90680548549, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.39289778246509954, "fast_rcnn/fg_cls_accuracy": 0.577035414384812, "iteration": 35759, "loss_box_reg": 0.24292684625834227, "loss_cls": 0.22471661865711212, "loss_mask": 0.2512148264795542, "loss_rpn_cls": 0.03595026140101254, "loss_rpn_loc": 0.07496272958815098, "lr": 0.0001, "mask_rcnn/accuracy": 0.882631666884006, "mask_rcnn/false_negative": 0.09825117017880024, "mask_rcnn/false_positive": 0.12595653885045804, "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": 1.1502364035695791, "total_loss": 0.8307570361648686} {"data_time": 0.012504444224759936, "eta_seconds": 62868.45899279695, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.33147532729103724, "fast_rcnn/fg_cls_accuracy": 0.6378048780487805, "iteration": 35779, "loss_box_reg": 0.22339900955557823, "loss_cls": 0.1934871133416891, "loss_mask": 0.24969613924622536, "loss_rpn_cls": 0.031159437843598425, "loss_rpn_loc": 0.07026373944245279, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909047141583906, "mask_rcnn/false_negative": 0.08743557329903673, "mask_rcnn/false_positive": 0.12453913088104546, "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": 1.101219162112102, "total_loss": 0.7779355406528339} {"data_time": 0.012161299120634794, "eta_seconds": 62875.50421934575, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.34477861319966585, "fast_rcnn/fg_cls_accuracy": 0.6224728487886382, "iteration": 35799, "loss_box_reg": 0.26599808409810066, "loss_cls": 0.22446434572339058, "loss_mask": 0.2543212417513132, "loss_rpn_cls": 0.031131237628869712, "loss_rpn_loc": 0.06087087979540229, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891070416261743, "mask_rcnn/false_negative": 0.08568471526844026, "mask_rcnn/false_positive": 0.1258381482702504, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1697577054146677, "total_loss": 0.8478229725733399} {"data_time": 0.011286235880106688, "eta_seconds": 62856.15090874024, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.30301780286582713, "fast_rcnn/fg_cls_accuracy": 0.6403173887851671, "iteration": 35819, "loss_box_reg": 0.24943929351866245, "loss_cls": 0.21128361113369465, "loss_mask": 0.23369382321834564, "loss_rpn_cls": 0.03222741826903075, "loss_rpn_loc": 0.07591592241078615, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985430846492931, "mask_rcnn/false_negative": 0.09025346677095944, "mask_rcnn/false_positive": 0.11011761078995938, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1587015290278941, "total_loss": 0.8350454032188281} {"data_time": 0.012969629606232047, "eta_seconds": 62829.10163320601, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.35745025147605514, "fast_rcnn/fg_cls_accuracy": 0.6211560364464692, "iteration": 35839, "loss_box_reg": 0.2347149271517992, "loss_cls": 0.20836952421814203, "loss_mask": 0.23853734321892262, "loss_rpn_cls": 0.03587554791010916, "loss_rpn_loc": 0.06167388102039695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873536674285099, "mask_rcnn/false_negative": 0.10802136085670644, "mask_rcnn/false_positive": 0.11718450936409291, "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": 1.1486419774591923, "total_loss": 0.7721500233747065} {"data_time": 0.013365399092435837, "eta_seconds": 62817.01814627275, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.32512527403695585, "fast_rcnn/fg_cls_accuracy": 0.6499300542778803, "iteration": 35859, "loss_box_reg": 0.2503821402788162, "loss_cls": 0.21815540455281734, "loss_mask": 0.258006002753973, "loss_rpn_cls": 0.0370285757817328, "loss_rpn_loc": 0.07759564882144332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829242963366577, "mask_rcnn/false_negative": 0.08054887501051489, "mask_rcnn/false_positive": 0.12077111292579291, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 206.625, "rpn/num_pos_anchors": 49.375, "time": 1.1703230552375317, "total_loss": 0.8478629554156214} {"data_time": 0.012076521990820765, "eta_seconds": 62788.19619404152, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33710381352469065, "fast_rcnn/fg_cls_accuracy": 0.6573657300179172, "iteration": 35879, "loss_box_reg": 0.26949505135416985, "loss_cls": 0.22948092315346003, "loss_mask": 0.2428270298987627, "loss_rpn_cls": 0.035394768230617046, "loss_rpn_loc": 0.0825451398268342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946185317313193, "mask_rcnn/false_negative": 0.08642824322597265, "mask_rcnn/false_positive": 0.11960987749178109, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1560810287483037, "total_loss": 0.864704605890438} {"data_time": 0.012716337572783232, "eta_seconds": 62767.704465286806, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3296296296296296, "fast_rcnn/fg_cls_accuracy": 0.6287534846674632, "iteration": 35899, "loss_box_reg": 0.24060872197151184, "loss_cls": 0.204238117672503, "loss_mask": 0.25025253370404243, "loss_rpn_cls": 0.03517670149449259, "loss_rpn_loc": 0.0764045212417841, "lr": 0.0001, "mask_rcnn/accuracy": 0.885324472846799, "mask_rcnn/false_negative": 0.09645384675525646, "mask_rcnn/false_positive": 0.13437150553978314, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1685080863535404, "total_loss": 0.807588925701566} {"data_time": 0.013842643704265356, "eta_seconds": 62756.094928234816, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.4122837913735495, "fast_rcnn/fg_cls_accuracy": 0.5671259727341875, "iteration": 35919, "loss_box_reg": 0.24679218605160713, "loss_cls": 0.22312808874994516, "loss_mask": 0.2579921744763851, "loss_rpn_cls": 0.03393541008699685, "loss_rpn_loc": 0.07904349570162594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853209807362006, "mask_rcnn/false_negative": 0.09888960065122498, "mask_rcnn/false_positive": 0.13986004963253973, "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": 1.171235010959208, "total_loss": 0.852616184623912} {"data_time": 0.012301980750635266, "eta_seconds": 62732.88631324656, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3586877974633077, "fast_rcnn/fg_cls_accuracy": 0.6129594695020866, "iteration": 35939, "loss_box_reg": 0.2198866568505764, "loss_cls": 0.20066030975431204, "loss_mask": 0.2441397663205862, "loss_rpn_cls": 0.03240381751675159, "loss_rpn_loc": 0.07372941775247455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983366095409961, "mask_rcnn/false_negative": 0.08891910435166081, "mask_rcnn/false_positive": 0.11486308810713891, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1456311375368387, "total_loss": 0.8039332145126536} {"data_time": 0.014094441197812557, "eta_seconds": 62703.4982558433, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.331216307277628, "fast_rcnn/fg_cls_accuracy": 0.6031037414965986, "iteration": 35959, "loss_box_reg": 0.24281243700534105, "loss_cls": 0.2005773764103651, "loss_mask": 0.24336781352758408, "loss_rpn_cls": 0.03175684259622358, "loss_rpn_loc": 0.07682229671627283, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030334582812717, "mask_rcnn/false_negative": 0.08543170956209672, "mask_rcnn/false_positive": 0.10744450138414341, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1596620043274015, "total_loss": 0.8028899846831337} {"data_time": 0.012622942682355642, "eta_seconds": 62687.10349294357, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3371314913038115, "fast_rcnn/fg_cls_accuracy": 0.6337865334813171, "iteration": 35979, "loss_box_reg": 0.25306765735149384, "loss_cls": 0.21253151632845402, "loss_mask": 0.2582200653851032, "loss_rpn_cls": 0.03519551153294742, "loss_rpn_loc": 0.08296670881099999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889291077389346, "mask_rcnn/false_negative": 0.0962252461601665, "mask_rcnn/false_positive": 0.13340589598683655, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1633029959630221, "total_loss": 0.8523289854056202} {"data_time": 0.012879207031801343, "eta_seconds": 62689.811571501195, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3273946360153257, "fast_rcnn/fg_cls_accuracy": 0.649808429118774, "iteration": 35999, "loss_box_reg": 0.23491530027240515, "loss_cls": 0.19472731184214354, "loss_mask": 0.24320260807871819, "loss_rpn_cls": 0.028500743908807635, "loss_rpn_loc": 0.0668725052382797, "lr": 0.0001, "mask_rcnn/accuracy": 0.896245928950369, "mask_rcnn/false_negative": 0.10276172698711769, "mask_rcnn/false_positive": 0.10901106680426023, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1623076093383133, "total_loss": 0.7757209824630991} {"data_time": 0.012861417373642325, "eta_seconds": 62653.241046108305, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.28194459357886825, "fast_rcnn/fg_cls_accuracy": 0.6523860629960565, "iteration": 36019, "loss_box_reg": 0.24801831506192684, "loss_cls": 0.21455002576112747, "loss_mask": 0.24674517288804054, "loss_rpn_cls": 0.03373662079684436, "loss_rpn_loc": 0.08820197824388742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915381459897882, "mask_rcnn/false_negative": 0.10500813923534935, "mask_rcnn/false_positive": 0.11437878379876175, "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": 1.1671402438078076, "total_loss": 0.8353431434370577} {"data_time": 0.01215492351911962, "eta_seconds": 62607.09312601015, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3298070216228784, "fast_rcnn/fg_cls_accuracy": 0.6412542434460755, "iteration": 36039, "loss_box_reg": 0.23980604857206345, "loss_cls": 0.19943584688007832, "loss_mask": 0.24797549657523632, "loss_rpn_cls": 0.03409525111783296, "loss_rpn_loc": 0.07487978134304285, "lr": 0.0001, "mask_rcnn/accuracy": 0.892533087600275, "mask_rcnn/false_negative": 0.09113117920023933, "mask_rcnn/false_positive": 0.10812434483324798, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.131808772450313, "total_loss": 0.7954694185173139} {"data_time": 0.011773909907788038, "eta_seconds": 62552.990467320196, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.349253841607565, "fast_rcnn/fg_cls_accuracy": 0.593215811965812, "iteration": 36059, "loss_box_reg": 0.2394520053640008, "loss_cls": 0.19279983453452587, "loss_mask": 0.23605398833751678, "loss_rpn_cls": 0.02909015992190689, "loss_rpn_loc": 0.07008377322927117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899880947837411, "mask_rcnn/false_negative": 0.11181886472196109, "mask_rcnn/false_positive": 0.12560090421225978, "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": 1.1459916743915528, "total_loss": 0.7783985546557233} {"data_time": 0.01157749304547906, "eta_seconds": 62500.02875059843, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32378195462759407, "fast_rcnn/fg_cls_accuracy": 0.6338095238095238, "iteration": 36079, "loss_box_reg": 0.2382477754727006, "loss_cls": 0.20809763856232166, "loss_mask": 0.24527060240507126, "loss_rpn_cls": 0.028811953321564943, "loss_rpn_loc": 0.07386102085001767, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036634471259168, "mask_rcnn/false_negative": 0.08477369108474467, "mask_rcnn/false_positive": 0.10156058758274758, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1559348185546696, "total_loss": 0.7743462566868402} {"data_time": 0.01217543426901102, "eta_seconds": 62476.84624735266, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2971642420409024, "fast_rcnn/fg_cls_accuracy": 0.6603438476840011, "iteration": 36099, "loss_box_reg": 0.24237421713769436, "loss_cls": 0.19273027405142784, "loss_mask": 0.2574026267975569, "loss_rpn_cls": 0.03279594238847494, "loss_rpn_loc": 0.0690786736086011, "lr": 0.0001, "mask_rcnn/accuracy": 0.884083916304617, "mask_rcnn/false_negative": 0.11160553125318992, "mask_rcnn/false_positive": 0.12200894126116718, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1731218814384192, "total_loss": 0.7692883831914514} {"data_time": 0.013009220128878951, "eta_seconds": 62508.10502498411, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3126645234933725, "fast_rcnn/fg_cls_accuracy": 0.6532865618231471, "iteration": 36119, "loss_box_reg": 0.24199960939586163, "loss_cls": 0.22254179324954748, "loss_mask": 0.24951662868261337, "loss_rpn_cls": 0.034094927716068923, "loss_rpn_loc": 0.07261529145762324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912130112195678, "mask_rcnn/false_negative": 0.0950082948709437, "mask_rcnn/false_positive": 0.11885743160907833, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.179526707623154, "total_loss": 0.8370952906552702} {"data_time": 0.013307121582329273, "eta_seconds": 62490.32696586102, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2792532804256662, "fast_rcnn/fg_cls_accuracy": 0.6976622068767084, "iteration": 36139, "loss_box_reg": 0.22623013705015182, "loss_cls": 0.19022804964333773, "loss_mask": 0.24900085292756557, "loss_rpn_cls": 0.03077824506908655, "loss_rpn_loc": 0.08305294625461102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972803815675205, "mask_rcnn/false_negative": 0.0802669484035719, "mask_rcnn/false_positive": 0.12694164593846866, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.176970249041915, "total_loss": 0.7544651958160102} {"data_time": 0.012408124981448054, "eta_seconds": 62463.34965053946, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3633493752483553, "fast_rcnn/fg_cls_accuracy": 0.5986714434990297, "iteration": 36159, "loss_box_reg": 0.23808439821004868, "loss_cls": 0.19062048476189375, "loss_mask": 0.23983558267354965, "loss_rpn_cls": 0.033141680993139744, "loss_rpn_loc": 0.06835460104048252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921933770380679, "mask_rcnn/false_negative": 0.0825373553732526, "mask_rcnn/false_positive": 0.13678673156087556, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1690211209934205, "total_loss": 0.7717550145462155} {"data_time": 0.011977043002843857, "eta_seconds": 62436.85262970161, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.34793177323665125, "fast_rcnn/fg_cls_accuracy": 0.6177505068501566, "iteration": 36179, "loss_box_reg": 0.2542219329625368, "loss_cls": 0.21960285864770412, "loss_mask": 0.25394100323319435, "loss_rpn_cls": 0.03153080539777875, "loss_rpn_loc": 0.06803573202341795, "lr": 0.0001, "mask_rcnn/accuracy": 0.896533904221449, "mask_rcnn/false_negative": 0.09151638982468613, "mask_rcnn/false_positive": 0.12747834662752158, "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": 1.152440034551546, "total_loss": 0.8218514933250844} {"data_time": 0.011321486672386527, "eta_seconds": 62425.02231984399, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36556392458031806, "fast_rcnn/fg_cls_accuracy": 0.5967645891226677, "iteration": 36199, "loss_box_reg": 0.24517437256872654, "loss_cls": 0.20565287861973047, "loss_mask": 0.2507266364991665, "loss_rpn_cls": 0.031575962086208165, "loss_rpn_loc": 0.0744957709684968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978854395298022, "mask_rcnn/false_negative": 0.08661577633657148, "mask_rcnn/false_positive": 0.12534606848726132, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1611062735319138, "total_loss": 0.7974923208821565} {"data_time": 0.012826217571273446, "eta_seconds": 62397.508062087, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2793339932126697, "fast_rcnn/fg_cls_accuracy": 0.6844253823894171, "iteration": 36219, "loss_box_reg": 0.23598838597536087, "loss_cls": 0.2026583906263113, "loss_mask": 0.2585019152611494, "loss_rpn_cls": 0.03348931469372474, "loss_rpn_loc": 0.07183239585720003, "lr": 0.0001, "mask_rcnn/accuracy": 0.895204120434125, "mask_rcnn/false_negative": 0.09342281444441236, "mask_rcnn/false_positive": 0.11294957660519471, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1427650661207736, "total_loss": 0.828110741567798} {"data_time": 0.011522345012053847, "eta_seconds": 62365.075771808624, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3148681176252756, "fast_rcnn/fg_cls_accuracy": 0.6532579359979437, "iteration": 36239, "loss_box_reg": 0.2453065011650324, "loss_cls": 0.20295344479382038, "loss_mask": 0.25443018786609173, "loss_rpn_cls": 0.03607298928545788, "loss_rpn_loc": 0.06448786216787994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957025974662545, "mask_rcnn/false_negative": 0.08665019112509792, "mask_rcnn/false_positive": 0.12049864471026758, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1568463393487036, "total_loss": 0.8136803079978563} {"data_time": 0.012617562897503376, "eta_seconds": 62291.38622138649, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.340515043345232, "fast_rcnn/fg_cls_accuracy": 0.6420265683861863, "iteration": 36259, "loss_box_reg": 0.2369248066097498, "loss_cls": 0.21091788448393345, "loss_mask": 0.2537476811558008, "loss_rpn_cls": 0.03603323281276971, "loss_rpn_loc": 0.06630253395996988, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925860549428608, "mask_rcnn/false_negative": 0.10337574842535605, "mask_rcnn/false_positive": 0.11062741028682635, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1474925018846989, "total_loss": 0.7886895430274308} {"data_time": 0.012056376552209258, "eta_seconds": 62318.673185668886, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.34153601175894166, "fast_rcnn/fg_cls_accuracy": 0.6262384373385923, "iteration": 36279, "loss_box_reg": 0.22572727128863335, "loss_cls": 0.1956788836978376, "loss_mask": 0.24853046610951424, "loss_rpn_cls": 0.026112058985745534, "loss_rpn_loc": 0.0639482787810266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914193978629585, "mask_rcnn/false_negative": 0.0943528999491407, "mask_rcnn/false_positive": 0.1224882129749642, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1637851195409894, "total_loss": 0.7603426733985543} {"data_time": 0.014647392788901925, "eta_seconds": 62303.36343962699, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28163903432228043, "fast_rcnn/fg_cls_accuracy": 0.6647727272727273, "iteration": 36299, "loss_box_reg": 0.23980753030627966, "loss_cls": 0.1995805548503995, "loss_mask": 0.24834848009049892, "loss_rpn_cls": 0.030808238545432687, "loss_rpn_loc": 0.07735270424745977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908778995639739, "mask_rcnn/false_negative": 0.0847072843593677, "mask_rcnn/false_positive": 0.1300461873057746, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.1748545749578625, "total_loss": 0.7862883690977469} {"data_time": 0.01131141115911305, "eta_seconds": 62280.15920743346, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.35812257460190017, "fast_rcnn/fg_cls_accuracy": 0.6113229205099824, "iteration": 36319, "loss_box_reg": 0.23235730081796646, "loss_cls": 0.20058895461261272, "loss_mask": 0.24921193160116673, "loss_rpn_cls": 0.033219056436792016, "loss_rpn_loc": 0.07186344917863607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914600006244211, "mask_rcnn/false_negative": 0.08900256146306415, "mask_rcnn/false_positive": 0.11911057610700304, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1545293950475752, "total_loss": 0.774588004918769} {"data_time": 0.011597393080592155, "eta_seconds": 62220.86287197657, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3457112507745419, "fast_rcnn/fg_cls_accuracy": 0.6276445073913428, "iteration": 36339, "loss_box_reg": 0.22917676530778408, "loss_cls": 0.1887975288555026, "loss_mask": 0.25516421906650066, "loss_rpn_cls": 0.03018364228773862, "loss_rpn_loc": 0.07388430065475404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812694031082127, "mask_rcnn/false_negative": 0.096788984034751, "mask_rcnn/false_positive": 0.13974519128437377, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1362049004528672, "total_loss": 0.8012638575164601} {"data_time": 0.01248655584640801, "eta_seconds": 62197.67209192738, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.26034217185608977, "fast_rcnn/fg_cls_accuracy": 0.7155003670173722, "iteration": 36359, "loss_box_reg": 0.2566251214593649, "loss_cls": 0.2000552392564714, "loss_mask": 0.2539789602160454, "loss_rpn_cls": 0.03150354803074151, "loss_rpn_loc": 0.06542233895743266, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054844870753201, "mask_rcnn/false_negative": 0.08870077222547586, "mask_rcnn/false_positive": 0.10859872888750785, "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": 1.1645619503688067, "total_loss": 0.7681890613457654} {"data_time": 0.013731024460867047, "eta_seconds": 62189.454938857816, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3173150266971777, "fast_rcnn/fg_cls_accuracy": 0.6367976439587693, "iteration": 36379, "loss_box_reg": 0.234301483258605, "loss_cls": 0.20850157365202904, "loss_mask": 0.2526988070458174, "loss_rpn_cls": 0.03268694749567658, "loss_rpn_loc": 0.0691637045238167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983126371422687, "mask_rcnn/false_negative": 0.09033862682001628, "mask_rcnn/false_positive": 0.11733919243394922, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1532707121223211, "total_loss": 0.8092550209257752} {"data_time": 0.013354441383853555, "eta_seconds": 62118.630823493004, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.33469828722002637, "fast_rcnn/fg_cls_accuracy": 0.6326666666666667, "iteration": 36399, "loss_box_reg": 0.23345010913908482, "loss_cls": 0.1925061708316207, "loss_mask": 0.25958095118403435, "loss_rpn_cls": 0.03394719073548913, "loss_rpn_loc": 0.08153676521033049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891813721280699, "mask_rcnn/false_negative": 0.08636998585311007, "mask_rcnn/false_positive": 0.13354017254230993, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1391281846445054, "total_loss": 0.8042614056030288} {"data_time": 0.013858846621587873, "eta_seconds": 62156.2641341798, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.3471008873955371, "fast_rcnn/fg_cls_accuracy": 0.6142690001462487, "iteration": 36419, "loss_box_reg": 0.24360131099820137, "loss_cls": 0.20941958762705326, "loss_mask": 0.2542693056166172, "loss_rpn_cls": 0.04134718340355903, "loss_rpn_loc": 0.07972855435218662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828926134158692, "mask_rcnn/false_negative": 0.10213167597305362, "mask_rcnn/false_positive": 0.11844069213249807, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1622889896389097, "total_loss": 0.8310230035567656} {"data_time": 0.011409598868340254, "eta_seconds": 62082.21325084567, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2829052394596807, "fast_rcnn/fg_cls_accuracy": 0.6770350570181343, "iteration": 36439, "loss_box_reg": 0.2275815401226282, "loss_cls": 0.20917637087404728, "loss_mask": 0.25814205408096313, "loss_rpn_cls": 0.030828408780507743, "loss_rpn_loc": 0.061664056964218616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934498381542542, "mask_rcnn/false_negative": 0.09122495418718746, "mask_rcnn/false_positive": 0.11414635308912514, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1493851200211793, "total_loss": 0.7733779620029964} {"data_time": 0.012352611869573593, "eta_seconds": 62041.75770070404, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.33082450224791266, "fast_rcnn/fg_cls_accuracy": 0.63566523393113, "iteration": 36459, "loss_box_reg": 0.23641129210591316, "loss_cls": 0.21094092074781656, "loss_mask": 0.2508072890341282, "loss_rpn_cls": 0.030676101916469634, "loss_rpn_loc": 0.07093990268185735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934773932881002, "mask_rcnn/false_negative": 0.08949147007694094, "mask_rcnn/false_positive": 0.1331566211412158, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1424684806261212, "total_loss": 0.7922215550206602} {"data_time": 0.012427676003426313, "eta_seconds": 61993.50898878649, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33679895300050045, "fast_rcnn/fg_cls_accuracy": 0.6458160173740515, "iteration": 36479, "loss_box_reg": 0.2318506296724081, "loss_cls": 0.20634345058351755, "loss_mask": 0.25367413088679314, "loss_rpn_cls": 0.03536059707403183, "loss_rpn_loc": 0.0764505579136312, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918108845922661, "mask_rcnn/false_negative": 0.09582708285620187, "mask_rcnn/false_positive": 0.12928091694680005, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.143566269427538, "total_loss": 0.8079490746604279} {"data_time": 0.012549260864034295, "eta_seconds": 61959.87306756433, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.34446766475955554, "fast_rcnn/fg_cls_accuracy": 0.6460680550813702, "iteration": 36499, "loss_box_reg": 0.2456560805439949, "loss_cls": 0.19242678210139275, "loss_mask": 0.2631420511752367, "loss_rpn_cls": 0.0344829693203792, "loss_rpn_loc": 0.07364955870434642, "lr": 0.0001, "mask_rcnn/accuracy": 0.8726467474359668, "mask_rcnn/false_negative": 0.09986092494346913, "mask_rcnn/false_positive": 0.149142704869848, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.144769656471908, "total_loss": 0.8102422446245328} {"data_time": 0.011529681971296668, "eta_seconds": 61942.03485562466, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.34916209105467855, "fast_rcnn/fg_cls_accuracy": 0.6146692923230808, "iteration": 36519, "loss_box_reg": 0.2280217632651329, "loss_cls": 0.1939314603805542, "loss_mask": 0.24411812983453274, "loss_rpn_cls": 0.03479904565028846, "loss_rpn_loc": 0.06500952038913965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966207045209079, "mask_rcnn/false_negative": 0.08370227377908865, "mask_rcnn/false_positive": 0.12252661147622389, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1642844753805548, "total_loss": 0.7831016578129493} {"data_time": 0.01248070364817977, "eta_seconds": 61913.54792882223, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.33409574468085107, "fast_rcnn/fg_cls_accuracy": 0.6154362416107382, "iteration": 36539, "loss_box_reg": 0.21991699980571866, "loss_cls": 0.197344072163105, "loss_mask": 0.25156734324991703, "loss_rpn_cls": 0.028322288184426725, "loss_rpn_loc": 0.06854875874705613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897124034278505, "mask_rcnn/false_negative": 0.09974319378668496, "mask_rcnn/false_positive": 0.12203100463141103, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1569092918653041, "total_loss": 0.7776844968902878} {"data_time": 0.012177757686004043, "eta_seconds": 61908.52119207382, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3326745718050066, "fast_rcnn/fg_cls_accuracy": 0.6341464930931155, "iteration": 36559, "loss_box_reg": 0.26324434392154217, "loss_cls": 0.21409889496862888, "loss_mask": 0.2637708857655525, "loss_rpn_cls": 0.03166262758895755, "loss_rpn_loc": 0.0752139484975487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811111342550334, "mask_rcnn/false_negative": 0.10457435949266586, "mask_rcnn/false_positive": 0.13193710791847757, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1560777225531638, "total_loss": 0.8559992648661137} {"data_time": 0.012341032968834043, "eta_seconds": 61893.0926575046, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.34551314247446846, "fast_rcnn/fg_cls_accuracy": 0.6368837492391966, "iteration": 36579, "loss_box_reg": 0.25168429780751467, "loss_cls": 0.20610550045967102, "loss_mask": 0.24897542223334312, "loss_rpn_cls": 0.029082643566653132, "loss_rpn_loc": 0.06737355061341077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805180946027621, "mask_rcnn/false_negative": 0.1130065103121568, "mask_rcnn/false_positive": 0.13486788459879676, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1624580149073154, "total_loss": 0.8338620130089112} {"data_time": 0.01154203969053924, "eta_seconds": 61826.38144106604, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35645604395604397, "fast_rcnn/fg_cls_accuracy": 0.6179189560439561, "iteration": 36599, "loss_box_reg": 0.22750968486070633, "loss_cls": 0.19260089099407196, "loss_mask": 0.245872650295496, "loss_rpn_cls": 0.027767465508077294, "loss_rpn_loc": 0.06877145264297724, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000719130964684, "mask_rcnn/false_negative": 0.08698660870289576, "mask_rcnn/false_positive": 0.1194964935896031, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.121503971517086, "total_loss": 0.7552481103921309} {"data_time": 0.012425285996869206, "eta_seconds": 61817.545448811725, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3539198338205878, "fast_rcnn/fg_cls_accuracy": 0.6038409049803515, "iteration": 36619, "loss_box_reg": 0.2562893256545067, "loss_cls": 0.2213172260671854, "loss_mask": 0.25487043149769306, "loss_rpn_cls": 0.03595905564725399, "loss_rpn_loc": 0.0891730678267777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873263083642549, "mask_rcnn/false_negative": 0.08803384311663612, "mask_rcnn/false_positive": 0.13339852147331033, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.173900208203122, "total_loss": 0.8402182384161279} {"data_time": 0.011603473452851176, "eta_seconds": 61797.73508196697, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.3363255843904952, "fast_rcnn/fg_cls_accuracy": 0.6600811385150364, "iteration": 36639, "loss_box_reg": 0.24153565149754286, "loss_cls": 0.2078833393752575, "loss_mask": 0.24354657158255577, "loss_rpn_cls": 0.031847214384470135, "loss_rpn_loc": 0.08011218719184399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801361962206958, "mask_rcnn/false_negative": 0.10302806068678604, "mask_rcnn/false_positive": 0.1311289573914994, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.16106670582667, "total_loss": 0.8126330054365098} {"data_time": 0.012165005318820477, "eta_seconds": 61779.10719227046, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.33494753833736884, "fast_rcnn/fg_cls_accuracy": 0.6248733535967579, "iteration": 36659, "loss_box_reg": 0.2246252205222845, "loss_cls": 0.1926486436277628, "loss_mask": 0.23939625546336174, "loss_rpn_cls": 0.030051268870010972, "loss_rpn_loc": 0.0639599853893742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897300197760389, "mask_rcnn/false_negative": 0.08975804974268661, "mask_rcnn/false_positive": 0.10555684619531872, "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": 1.1533575118519366, "total_loss": 0.7590204107109457} {"data_time": 0.011709000216796994, "eta_seconds": 61761.84415698983, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.334424383204871, "fast_rcnn/fg_cls_accuracy": 0.6291860722998448, "iteration": 36679, "loss_box_reg": 0.24036063812673092, "loss_cls": 0.2027749102562666, "loss_mask": 0.2583482377231121, "loss_rpn_cls": 0.031492213951423764, "loss_rpn_loc": 0.06904686382040381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862028732805549, "mask_rcnn/false_negative": 0.09481959714762214, "mask_rcnn/false_positive": 0.11439191751699038, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1752500671427697, "total_loss": 0.8047337818425149} {"data_time": 0.013413064880296588, "eta_seconds": 61730.458254832774, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.329946949602122, "fast_rcnn/fg_cls_accuracy": 0.6302413623441943, "iteration": 36699, "loss_box_reg": 0.2385255116969347, "loss_cls": 0.19723622873425484, "loss_mask": 0.2462927047163248, "loss_rpn_cls": 0.031866202130913734, "loss_rpn_loc": 0.07345818937756121, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919034441863912, "mask_rcnn/false_negative": 0.09499099810220585, "mask_rcnn/false_positive": 0.12502046830077998, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1384021458216012, "total_loss": 0.7926461899187416} {"data_time": 0.01218729792162776, "eta_seconds": 61725.05188152194, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3140971366995074, "fast_rcnn/fg_cls_accuracy": 0.6646586345381527, "iteration": 36719, "loss_box_reg": 0.23208803869783878, "loss_cls": 0.1906330231577158, "loss_mask": 0.26043957471847534, "loss_rpn_cls": 0.030732263578101993, "loss_rpn_loc": 0.07943117176182568, "lr": 0.0001, "mask_rcnn/accuracy": 0.892788858800885, "mask_rcnn/false_negative": 0.09106457876272366, "mask_rcnn/false_positive": 0.12518328396675188, "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": 1.17134726094082, "total_loss": 0.7737272747326642} {"data_time": 0.013730008387938142, "eta_seconds": 61692.34470745083, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.291025641025641, "fast_rcnn/fg_cls_accuracy": 0.6590909090909092, "iteration": 36739, "loss_box_reg": 0.2302832342684269, "loss_cls": 0.1804038593545556, "loss_mask": 0.2510812170803547, "loss_rpn_cls": 0.029828007449395955, "loss_rpn_loc": 0.07085217884741724, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033109242137807, "mask_rcnn/false_negative": 0.09072577946574167, "mask_rcnn/false_positive": 0.10353219042662758, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1573582098353654, "total_loss": 0.7639955073245801} {"data_time": 0.01328323781490326, "eta_seconds": 61694.11991007626, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3150028890172897, "fast_rcnn/fg_cls_accuracy": 0.664046965638506, "iteration": 36759, "loss_box_reg": 0.24985950998961926, "loss_cls": 0.2051309123635292, "loss_mask": 0.24759116396307945, "loss_rpn_cls": 0.032740280497819185, "loss_rpn_loc": 0.07945830468088388, "lr": 0.0001, "mask_rcnn/accuracy": 0.900899335172778, "mask_rcnn/false_negative": 0.08770608812160946, "mask_rcnn/false_positive": 0.11245389133857005, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1724917369429022, "total_loss": 0.7995078016538173} {"data_time": 0.012581313727423549, "eta_seconds": 61710.331989834085, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.34478183962264153, "fast_rcnn/fg_cls_accuracy": 0.6206896551724138, "iteration": 36779, "loss_box_reg": 0.25123334862291813, "loss_cls": 0.20212960243225098, "loss_mask": 0.25169429555535316, "loss_rpn_cls": 0.03027626289986074, "loss_rpn_loc": 0.06855417601764202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870821795260855, "mask_rcnn/false_negative": 0.10173058083171437, "mask_rcnn/false_positive": 0.12755770768202535, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1719222632236779, "total_loss": 0.7946550373453647} {"data_time": 0.01223783753812313, "eta_seconds": 61682.55163282156, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3332030288552028, "fast_rcnn/fg_cls_accuracy": 0.6336430882529169, "iteration": 36799, "loss_box_reg": 0.24699712917208672, "loss_cls": 0.20422131661325693, "loss_mask": 0.25254896096885204, "loss_rpn_cls": 0.03280252264812589, "loss_rpn_loc": 0.07809730223380029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894971949818888, "mask_rcnn/false_negative": 0.08804381338907326, "mask_rcnn/false_positive": 0.12838116047073972, "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": 1.1552245190832764, "total_loss": 0.8202328942716122} {"data_time": 0.01375177362933755, "eta_seconds": 61659.36270363629, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.32342610374232583, "fast_rcnn/fg_cls_accuracy": 0.6271129272377645, "iteration": 36819, "loss_box_reg": 0.2482281867414713, "loss_cls": 0.2113925740122795, "loss_mask": 0.25017089396715164, "loss_rpn_cls": 0.03659175243228674, "loss_rpn_loc": 0.07978525944054127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932446510965562, "mask_rcnn/false_negative": 0.09135893675299714, "mask_rcnn/false_positive": 0.12535555446891314, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1581230121664703, "total_loss": 0.829698022804223} {"data_time": 0.013042334467172623, "eta_seconds": 61640.76002592221, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33437750646109976, "fast_rcnn/fg_cls_accuracy": 0.6554931375678263, "iteration": 36839, "loss_box_reg": 0.24934657104313374, "loss_cls": 0.21686900034546852, "loss_mask": 0.2563555482774973, "loss_rpn_cls": 0.03455290268175304, "loss_rpn_loc": 0.07752327667549253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933602005672714, "mask_rcnn/false_negative": 0.10091855103187794, "mask_rcnn/false_positive": 0.10805158479688097, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1581214366015047, "total_loss": 0.8381016587372869} {"data_time": 0.012429347261786461, "eta_seconds": 61600.98305704072, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3332048415696554, "fast_rcnn/fg_cls_accuracy": 0.6486483156312378, "iteration": 36859, "loss_box_reg": 0.23569208942353725, "loss_cls": 0.19739126041531563, "loss_mask": 0.24510445445775986, "loss_rpn_cls": 0.03190521989017725, "loss_rpn_loc": 0.06711349729448557, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977966895332946, "mask_rcnn/false_negative": 0.10635537283668361, "mask_rcnn/false_positive": 0.11254330915327482, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1588150640018284, "total_loss": 0.7804358318680897} {"data_time": 0.013823931338265538, "eta_seconds": 61568.08843284845, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.34972477064220187, "fast_rcnn/fg_cls_accuracy": 0.6219988288112435, "iteration": 36879, "loss_box_reg": 0.21512723341584206, "loss_cls": 0.17487334739416838, "loss_mask": 0.23520745802670717, "loss_rpn_cls": 0.026258588070049882, "loss_rpn_loc": 0.0662280423566699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998024730725624, "mask_rcnn/false_negative": 0.08479319702465145, "mask_rcnn/false_positive": 0.11450071506194864, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1548401424661279, "total_loss": 0.7210304158506915} {"data_time": 0.013110213680192828, "eta_seconds": 61536.396837816574, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3062940643585805, "fast_rcnn/fg_cls_accuracy": 0.6757060144156919, "iteration": 36899, "loss_box_reg": 0.21897175535559654, "loss_cls": 0.1757107488811016, "loss_mask": 0.2454779166728258, "loss_rpn_cls": 0.024911995511502028, "loss_rpn_loc": 0.06975446781143546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982320258025196, "mask_rcnn/false_negative": 0.09407416659173051, "mask_rcnn/false_positive": 0.10613710569942957, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1546060019172728, "total_loss": 0.7221741034300067} {"data_time": 0.012417700374498963, "eta_seconds": 61508.71308840811, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.34467138076898796, "fast_rcnn/fg_cls_accuracy": 0.6196516742975132, "iteration": 36919, "loss_box_reg": 0.2510083597153425, "loss_cls": 0.21502921357750893, "loss_mask": 0.2504499815404415, "loss_rpn_cls": 0.03164422244299203, "loss_rpn_loc": 0.07438758667558432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925214489023267, "mask_rcnn/false_negative": 0.08361984346796102, "mask_rcnn/false_positive": 0.1263861667691667, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1726873349398375, "total_loss": 0.8317359794164076} {"data_time": 0.013473628088831902, "eta_seconds": 61485.9794716211, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31133995354486754, "fast_rcnn/fg_cls_accuracy": 0.6754286638628275, "iteration": 36939, "loss_box_reg": 0.25652983225882053, "loss_cls": 0.2177937962114811, "loss_mask": 0.2613938208669424, "loss_rpn_cls": 0.0283921523950994, "loss_rpn_loc": 0.07989744143560529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955556958984893, "mask_rcnn/false_negative": 0.09563712335930882, "mask_rcnn/false_positive": 0.12083469673660754, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.1558413899037987, "total_loss": 0.8397048551705666} {"data_time": 0.013596207834780216, "eta_seconds": 61457.247448302805, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33555555555555555, "fast_rcnn/fg_cls_accuracy": 0.644400461817582, "iteration": 36959, "loss_box_reg": 0.2246498353779316, "loss_cls": 0.18145646713674068, "loss_mask": 0.25295827351510525, "loss_rpn_cls": 0.03494063741527498, "loss_rpn_loc": 0.07108144392259419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881835575197863, "mask_rcnn/false_negative": 0.09406329078531214, "mask_rcnn/false_positive": 0.13620641697979186, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1552599482238293, "total_loss": 0.765098707168363} {"data_time": 0.012576105073094368, "eta_seconds": 61434.07352392562, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2857014848950333, "fast_rcnn/fg_cls_accuracy": 0.7095648912228057, "iteration": 36979, "loss_box_reg": 0.24902154877781868, "loss_cls": 0.1912507340312004, "loss_mask": 0.250995434820652, "loss_rpn_cls": 0.026852569077163935, "loss_rpn_loc": 0.062027316773310304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975892325126088, "mask_rcnn/false_negative": 0.09632684856994343, "mask_rcnn/false_positive": 0.1094677615518658, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.176465120865032, "total_loss": 0.7935377460089512} {"data_time": 0.013786103576421738, "eta_seconds": 61410.89959954843, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.3193760389090685, "fast_rcnn/fg_cls_accuracy": 0.6204609674834465, "iteration": 36999, "loss_box_reg": 0.24975521489977837, "loss_cls": 0.20547101786360145, "loss_mask": 0.2562006153166294, "loss_rpn_cls": 0.03200282926263753, "loss_rpn_loc": 0.08254811470396817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901080414790424, "mask_rcnn/false_negative": 0.09838141625418606, "mask_rcnn/false_positive": 0.1220991658065414, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 1.1700462203007191, "total_loss": 0.8380174303893} {"data_time": 0.013538525672629476, "eta_seconds": 61378.11708999798, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3488657614440198, "fast_rcnn/fg_cls_accuracy": 0.6330463045038199, "iteration": 37019, "loss_box_reg": 0.22873358568176627, "loss_cls": 0.19238979136571288, "loss_mask": 0.24370216578245163, "loss_rpn_cls": 0.029312687809579074, "loss_rpn_loc": 0.07625204091891646, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978925673705362, "mask_rcnn/false_negative": 0.08759572604013012, "mask_rcnn/false_positive": 0.11880937360700443, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1704826466739178, "total_loss": 0.7830119549762458} {"data_time": 0.013163611758500338, "eta_seconds": 61404.284482598305, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.336059955216378, "fast_rcnn/fg_cls_accuracy": 0.6496966374959835, "iteration": 37039, "loss_box_reg": 0.24342158809304237, "loss_cls": 0.19256250001490116, "loss_mask": 0.254962719976902, "loss_rpn_cls": 0.032147924532182515, "loss_rpn_loc": 0.07421203423291445, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949720085049542, "mask_rcnn/false_negative": 0.08390888713906453, "mask_rcnn/false_positive": 0.12244856757441788, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.178507468663156, "total_loss": 0.8013622347498313} {"data_time": 0.012685177149251103, "eta_seconds": 61413.3395746164, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30286801910436467, "fast_rcnn/fg_cls_accuracy": 0.6477247768703951, "iteration": 37059, "loss_box_reg": 0.24105252511799335, "loss_cls": 0.1782764121890068, "loss_mask": 0.24852891080081463, "loss_rpn_cls": 0.026911658002063632, "loss_rpn_loc": 0.0702304111327976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940667393308113, "mask_rcnn/false_negative": 0.09087878265381427, "mask_rcnn/false_positive": 0.129841146858642, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1658481126651168, "total_loss": 0.7629701431142166} {"data_time": 0.012884818715974689, "eta_seconds": 61403.99467664771, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.35451008592395916, "fast_rcnn/fg_cls_accuracy": 0.6243690965462543, "iteration": 37079, "loss_box_reg": 0.250766359269619, "loss_cls": 0.18556552659720182, "loss_mask": 0.25666371174156666, "loss_rpn_cls": 0.029411304247332737, "loss_rpn_loc": 0.07122931093908846, "lr": 0.0001, "mask_rcnn/accuracy": 0.90016195387711, "mask_rcnn/false_negative": 0.0937530027547554, "mask_rcnn/false_positive": 0.12378770107272202, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1608139374293387, "total_loss": 0.8072883016429842} {"data_time": 0.01289370795711875, "eta_seconds": 61400.71330619976, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.32254681264708895, "fast_rcnn/fg_cls_accuracy": 0.6484338970749446, "iteration": 37099, "loss_box_reg": 0.2600841950625181, "loss_cls": 0.211664036847651, "loss_mask": 0.2452079802751541, "loss_rpn_cls": 0.0287754877936095, "loss_rpn_loc": 0.07341535156592727, "lr": 0.0001, "mask_rcnn/accuracy": 0.887639290076967, "mask_rcnn/false_negative": 0.09081528978760704, "mask_rcnn/false_positive": 0.13830621301400936, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1669393740594387, "total_loss": 0.8074474627501331} {"data_time": 0.012996757635846734, "eta_seconds": 61316.09086100012, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.31689848121502795, "fast_rcnn/fg_cls_accuracy": 0.6421902478017586, "iteration": 37119, "loss_box_reg": 0.24670873954892159, "loss_cls": 0.20480133220553398, "loss_mask": 0.2560418341308832, "loss_rpn_cls": 0.02961590071208775, "loss_rpn_loc": 0.07305604009889066, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055027540295397, "mask_rcnn/false_negative": 0.09122181438734026, "mask_rcnn/false_positive": 0.09902065040066174, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1312254986260086, "total_loss": 0.8028459064662457} {"data_time": 0.013217918807640672, "eta_seconds": 61292.90020636283, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2918022940401457, "fast_rcnn/fg_cls_accuracy": 0.6291391862955032, "iteration": 37139, "loss_box_reg": 0.23914297949522734, "loss_cls": 0.20619025081396103, "loss_mask": 0.2463692892342806, "loss_rpn_cls": 0.0252009779214859, "loss_rpn_loc": 0.08007056568749249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952336502782932, "mask_rcnn/false_negative": 0.0859080148486299, "mask_rcnn/false_positive": 0.12616977290943357, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1643040995113552, "total_loss": 0.8000271772034466} {"data_time": 0.013266014633700252, "eta_seconds": 61261.864824993536, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3046508615105583, "fast_rcnn/fg_cls_accuracy": 0.6622752293577983, "iteration": 37159, "loss_box_reg": 0.23773415945470333, "loss_cls": 0.1902419812977314, "loss_mask": 0.24499962106347084, "loss_rpn_cls": 0.028366561396978796, "loss_rpn_loc": 0.071802185382694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976489771965124, "mask_rcnn/false_negative": 0.0808610223948116, "mask_rcnn/false_positive": 0.11167709677012383, "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": 1.157286055618897, "total_loss": 0.7953497686539777} {"data_time": 0.012374581536278129, "eta_seconds": 61238.67713959422, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33772565742715, "fast_rcnn/fg_cls_accuracy": 0.6528782287822879, "iteration": 37179, "loss_box_reg": 0.24040036834776402, "loss_cls": 0.19454057794064283, "loss_mask": 0.2527922745794058, "loss_rpn_cls": 0.032058323035016656, "loss_rpn_loc": 0.08350991294719279, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863153503356378, "mask_rcnn/false_negative": 0.10928483707355507, "mask_rcnn/false_positive": 0.11066205192350265, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 209.375, "rpn/num_pos_anchors": 46.625, "time": 1.1568303150124848, "total_loss": 0.8032911169575527} {"data_time": 0.012305295560508966, "eta_seconds": 61197.19633385539, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33006685294962523, "fast_rcnn/fg_cls_accuracy": 0.653182507036155, "iteration": 37199, "loss_box_reg": 0.2529964726418257, "loss_cls": 0.2039772905409336, "loss_mask": 0.25582655519247055, "loss_rpn_cls": 0.03429555124603212, "loss_rpn_loc": 0.07770249620079994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894244526495934, "mask_rcnn/false_negative": 0.09009714050955069, "mask_rcnn/false_positive": 0.12088398584784371, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1407840738538653, "total_loss": 0.8414096774649806} {"data_time": 0.013827352318912745, "eta_seconds": 61206.35241562035, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.33542158018867924, "fast_rcnn/fg_cls_accuracy": 0.652267530487805, "iteration": 37219, "loss_box_reg": 0.24194767884910107, "loss_cls": 0.20907125063240528, "loss_mask": 0.24080713093280792, "loss_rpn_cls": 0.02919598521111766, "loss_rpn_loc": 0.07858735794434324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883645508651556, "mask_rcnn/false_negative": 0.10195438400833282, "mask_rcnn/false_positive": 0.11956212820687621, "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": 1.1649787877686322, "total_loss": 0.828453672293108} {"data_time": 0.013047769200056791, "eta_seconds": 61188.15300910734, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2984973099993816, "fast_rcnn/fg_cls_accuracy": 0.6474187060006704, "iteration": 37239, "loss_box_reg": 0.21937180496752262, "loss_cls": 0.17309847939759493, "loss_mask": 0.2527161277830601, "loss_rpn_cls": 0.03417440643534064, "loss_rpn_loc": 0.06782819470390677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920666062756886, "mask_rcnn/false_negative": 0.10462903281335063, "mask_rcnn/false_positive": 0.1344715313711154, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.160116791492328, "total_loss": 0.7355193867115304} {"data_time": 0.012523604091256857, "eta_seconds": 61175.62041064259, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.3299614643545279, "fast_rcnn/fg_cls_accuracy": 0.654065076866728, "iteration": 37259, "loss_box_reg": 0.23800114542245865, "loss_cls": 0.2034575268626213, "loss_mask": 0.25352210737764835, "loss_rpn_cls": 0.035240922356024384, "loss_rpn_loc": 0.06771771074272692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850258437334106, "mask_rcnn/false_negative": 0.10479537555977717, "mask_rcnn/false_positive": 0.1241811789671034, "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": 1.1586765036918223, "total_loss": 0.798052532132715} {"data_time": 0.014267301885411143, "eta_seconds": 61152.986708432436, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.34079643093192336, "fast_rcnn/fg_cls_accuracy": 0.6328157136980666, "iteration": 37279, "loss_box_reg": 0.23074743151664734, "loss_cls": 0.20726285688579082, "loss_mask": 0.23365040495991707, "loss_rpn_cls": 0.026854264724534005, "loss_rpn_loc": 0.0718619697727263, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072048794244059, "mask_rcnn/false_negative": 0.07855141563775003, "mask_rcnn/false_positive": 0.10491356660664651, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1754118578974158, "total_loss": 0.7741622425965033} {"data_time": 0.013171306112781167, "eta_seconds": 61129.22251878772, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.34165562232936497, "fast_rcnn/fg_cls_accuracy": 0.63118961352657, "iteration": 37299, "loss_box_reg": 0.24292853847146034, "loss_cls": 0.19333585677668452, "loss_mask": 0.24409797601401806, "loss_rpn_cls": 0.02903916104696691, "loss_rpn_loc": 0.07633400510530919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795059263732088, "mask_rcnn/false_negative": 0.09527083695758415, "mask_rcnn/false_positive": 0.1335702417649211, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 1.173587637487799, "total_loss": 0.7853938498883508} {"data_time": 0.012613281607627869, "eta_seconds": 61101.28108567558, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.33748194669350956, "fast_rcnn/fg_cls_accuracy": 0.6436255538014972, "iteration": 37319, "loss_box_reg": 0.222303731366992, "loss_cls": 0.18412993755191565, "loss_mask": 0.2434926312416792, "loss_rpn_cls": 0.0285842118319124, "loss_rpn_loc": 0.05887918220832944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996373233725468, "mask_rcnn/false_negative": 0.08709346121072677, "mask_rcnn/false_positive": 0.10708748313992794, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1566594899632037, "total_loss": 0.7587688635976519} {"data_time": 0.01273003313690424, "eta_seconds": 61083.555607246235, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.29932920536635704, "fast_rcnn/fg_cls_accuracy": 0.6466976264189886, "iteration": 37339, "loss_box_reg": 0.24185490608215332, "loss_cls": 0.18797790072858334, "loss_mask": 0.25683229602873325, "loss_rpn_cls": 0.02783301123417914, "loss_rpn_loc": 0.0714964191429317, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938513839321807, "mask_rcnn/false_negative": 0.09146916752583135, "mask_rcnn/false_positive": 0.12380769913077899, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.1633481930475682, "total_loss": 0.7703934095334262} {"data_time": 0.01306268130429089, "eta_seconds": 61060.19006699324, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2911660280141153, "fast_rcnn/fg_cls_accuracy": 0.6870237267176753, "iteration": 37359, "loss_box_reg": 0.24704744294285774, "loss_cls": 0.2009537359699607, "loss_mask": 0.2435393463820219, "loss_rpn_cls": 0.03401900269091129, "loss_rpn_loc": 0.07266301149502397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871082254718657, "mask_rcnn/false_negative": 0.10012595310241734, "mask_rcnn/false_positive": 0.1160565547765672, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1708109725732356, "total_loss": 0.8036476644920185} {"data_time": 0.013783749425783753, "eta_seconds": 61032.91258667596, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3324214250452526, "fast_rcnn/fg_cls_accuracy": 0.635622564439645, "iteration": 37379, "loss_box_reg": 0.23634348064661026, "loss_cls": 0.19510532170534134, "loss_mask": 0.25582866556942463, "loss_rpn_cls": 0.03279662155546248, "loss_rpn_loc": 0.07141997665166855, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920204322256964, "mask_rcnn/false_negative": 0.09353735325167487, "mask_rcnn/false_positive": 0.12149979945660781, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1543968170881271, "total_loss": 0.8037789323134348} {"data_time": 0.012618343578651547, "eta_seconds": 61025.24339845404, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33109506148740975, "fast_rcnn/fg_cls_accuracy": 0.666611360530939, "iteration": 37399, "loss_box_reg": 0.21854867413640022, "loss_cls": 0.20215774048119783, "loss_mask": 0.2459521684795618, "loss_rpn_cls": 0.03067846893100068, "loss_rpn_loc": 0.08022938226349652, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811248235996526, "mask_rcnn/false_negative": 0.1019254691018251, "mask_rcnn/false_positive": 0.12048355327945934, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1639730490278453, "total_loss": 0.7835749242221937} {"data_time": 0.01240633730776608, "eta_seconds": 61018.97906076629, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30691415142836165, "fast_rcnn/fg_cls_accuracy": 0.6740341106856944, "iteration": 37419, "loss_box_reg": 0.22022242844104767, "loss_cls": 0.1829620935022831, "loss_mask": 0.24525058083236217, "loss_rpn_cls": 0.026500942069105804, "loss_rpn_loc": 0.058401001850143075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944095552454498, "mask_rcnn/false_negative": 0.08875715661230038, "mask_rcnn/false_positive": 0.10913296897527483, "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": 1.1679520269390196, "total_loss": 0.7462422871030867} {"data_time": 0.011921048630028963, "eta_seconds": 61022.51903029159, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.354811960392176, "fast_rcnn/fg_cls_accuracy": 0.6289212148131698, "iteration": 37439, "loss_box_reg": 0.2354613095521927, "loss_cls": 0.2104087509214878, "loss_mask": 0.24050064198672771, "loss_rpn_cls": 0.0336220976896584, "loss_rpn_loc": 0.0705650495365262, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930584581707128, "mask_rcnn/false_negative": 0.09805434413631638, "mask_rcnn/false_positive": 0.12658693843949714, "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": 1.1758491210639477, "total_loss": 0.8113966622622684} {"data_time": 0.011810301803052425, "eta_seconds": 60999.29889367428, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3539950354354786, "fast_rcnn/fg_cls_accuracy": 0.6312437562437563, "iteration": 37459, "loss_box_reg": 0.21064248774200678, "loss_cls": 0.18747908901423216, "loss_mask": 0.2483358047902584, "loss_rpn_cls": 0.028193745063617826, "loss_rpn_loc": 0.06905743479728699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879389925009471, "mask_rcnn/false_negative": 0.0991015602601159, "mask_rcnn/false_positive": 0.12046341116896278, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1519696218892932, "total_loss": 0.7375235834624618} {"data_time": 0.012614992447197437, "eta_seconds": 60990.53721350618, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.29476070868663706, "fast_rcnn/fg_cls_accuracy": 0.677020917311254, "iteration": 37479, "loss_box_reg": 0.2272828221321106, "loss_cls": 0.18967278115451336, "loss_mask": 0.2535929325968027, "loss_rpn_cls": 0.028326123021543026, "loss_rpn_loc": 0.06715605850331485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881965112433863, "mask_rcnn/false_negative": 0.09480461376480984, "mask_rcnn/false_positive": 0.11268463503328754, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1636278440710157, "total_loss": 0.7561661092331633} {"data_time": 0.012044512433931231, "eta_seconds": 60968.71106419712, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2896787341165188, "fast_rcnn/fg_cls_accuracy": 0.7058476575665655, "iteration": 37499, "loss_box_reg": 0.22576996870338917, "loss_cls": 0.19067427143454552, "loss_mask": 0.2441150937229395, "loss_rpn_cls": 0.02703294181264937, "loss_rpn_loc": 0.06695741438306868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953037853340093, "mask_rcnn/false_negative": 0.09771850989798786, "mask_rcnn/false_positive": 0.1263312920374665, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.1427914157975465, "total_loss": 0.755020052252803} {"data_time": 0.013633735477924347, "eta_seconds": 60947.54387974739, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3209354510256627, "fast_rcnn/fg_cls_accuracy": 0.6258347851335656, "iteration": 37519, "loss_box_reg": 0.24944338761270046, "loss_cls": 0.22042484767735004, "loss_mask": 0.2592255175113678, "loss_rpn_cls": 0.030318248260300606, "loss_rpn_loc": 0.07315833168104291, "lr": 0.0001, "mask_rcnn/accuracy": 0.887952552233079, "mask_rcnn/false_negative": 0.09457545126768385, "mask_rcnn/false_positive": 0.12463556935381337, "roi_head/num_bg_samples": 428.125, "roi_head/num_fg_samples": 83.875, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 1.1791337972972542, "total_loss": 0.8475067017716356} {"data_time": 0.012643876951187849, "eta_seconds": 60930.05692991428, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33129809300769486, "fast_rcnn/fg_cls_accuracy": 0.6233896191955204, "iteration": 37539, "loss_box_reg": 0.2321411781013012, "loss_cls": 0.1955113848671317, "loss_mask": 0.2377959806472063, "loss_rpn_cls": 0.026321947807446122, "loss_rpn_loc": 0.056638540350832045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942480571254907, "mask_rcnn/false_negative": 0.10047415840326043, "mask_rcnn/false_positive": 0.11158560153901581, "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": 1.16382774268277, "total_loss": 0.7666639178059995} {"data_time": 0.013732594670727849, "eta_seconds": 60905.76424844563, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3284926773078822, "fast_rcnn/fg_cls_accuracy": 0.6545245682946713, "iteration": 37559, "loss_box_reg": 0.23151311557739973, "loss_cls": 0.18862071353942156, "loss_mask": 0.22915826924145222, "loss_rpn_cls": 0.028723748109769076, "loss_rpn_loc": 0.05975959217175841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860694016534036, "mask_rcnn/false_negative": 0.08869168483877485, "mask_rcnn/false_positive": 0.11748166459335022, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.15217972593382, "total_loss": 0.753078653709963} {"data_time": 0.013001095969229937, "eta_seconds": 60883.598632598296, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3736926035364195, "fast_rcnn/fg_cls_accuracy": 0.5941196432034128, "iteration": 37579, "loss_box_reg": 0.2504181880503893, "loss_cls": 0.2164867129176855, "loss_mask": 0.25233600102365017, "loss_rpn_cls": 0.03252905304543674, "loss_rpn_loc": 0.08141892636194825, "lr": 0.0001, "mask_rcnn/accuracy": 0.889572013483942, "mask_rcnn/false_negative": 0.09965950539615281, "mask_rcnn/false_positive": 0.11875105881691925, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.1672129295766354, "total_loss": 0.8647125153802335} {"data_time": 0.012531297514215112, "eta_seconds": 60874.86012801528, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.35860881414145185, "fast_rcnn/fg_cls_accuracy": 0.6048340874811463, "iteration": 37599, "loss_box_reg": 0.24269830994307995, "loss_cls": 0.19283235631883144, "loss_mask": 0.2522450052201748, "loss_rpn_cls": 0.024681214650627226, "loss_rpn_loc": 0.06712496228283271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767729635915562, "mask_rcnn/false_negative": 0.11256421921545304, "mask_rcnn/false_positive": 0.1332186513266927, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1521100839599967, "total_loss": 0.7942387572256848} {"data_time": 0.012275029439479113, "eta_seconds": 60844.25917906221, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3291247926626988, "fast_rcnn/fg_cls_accuracy": 0.650898332436794, "iteration": 37619, "loss_box_reg": 0.24558066204190254, "loss_cls": 0.2086627623066306, "loss_mask": 0.2387862429022789, "loss_rpn_cls": 0.028486012248322368, "loss_rpn_loc": 0.07584261032752693, "lr": 0.0001, "mask_rcnn/accuracy": 0.895497554590563, "mask_rcnn/false_negative": 0.08115050920172263, "mask_rcnn/false_positive": 0.12352365476297436, "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": 1.1706775987986475, "total_loss": 0.7919196225702763} {"data_time": 0.012312137987464666, "eta_seconds": 60815.108039276674, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33881284548565416, "fast_rcnn/fg_cls_accuracy": 0.6216163583252191, "iteration": 37639, "loss_box_reg": 0.2442067014053464, "loss_cls": 0.1964270155876875, "loss_mask": 0.25339212641119957, "loss_rpn_cls": 0.03102352865971625, "loss_rpn_loc": 0.06720514921471477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948039353610235, "mask_rcnn/false_negative": 0.10755327098483915, "mask_rcnn/false_positive": 0.10739894723161122, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1558916042558849, "total_loss": 0.8165134788141586} {"data_time": 0.012608500430360436, "eta_seconds": 60810.676447986625, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.33612273361227335, "fast_rcnn/fg_cls_accuracy": 0.632442107226977, "iteration": 37659, "loss_box_reg": 0.2265983559191227, "loss_cls": 0.20010637119412422, "loss_mask": 0.2510606851428747, "loss_rpn_cls": 0.03188323765061796, "loss_rpn_loc": 0.07105823699384928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869911035488917, "mask_rcnn/false_negative": 0.09739264703961388, "mask_rcnn/false_positive": 0.1336590478348202, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1676372638903558, "total_loss": 0.7660569952568039} {"data_time": 0.012902545975521207, "eta_seconds": 60784.7040392831, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35260963054668665, "fast_rcnn/fg_cls_accuracy": 0.6440346647553268, "iteration": 37679, "loss_box_reg": 0.23165123909711838, "loss_cls": 0.18746835831552744, "loss_mask": 0.2548538316041231, "loss_rpn_cls": 0.030997247551567852, "loss_rpn_loc": 0.06484627444297075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863170858179933, "mask_rcnn/false_negative": 0.09198030918666983, "mask_rcnn/false_positive": 0.1240359250138724, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1793845135252923, "total_loss": 0.7847608713200316} {"data_time": 0.013034412171691656, "eta_seconds": 60800.06639189087, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2873833763434762, "fast_rcnn/fg_cls_accuracy": 0.6777394804413703, "iteration": 37699, "loss_box_reg": 0.24549780413508415, "loss_cls": 0.21419494785368443, "loss_mask": 0.24809083342552185, "loss_rpn_cls": 0.028463160851970315, "loss_rpn_loc": 0.06299404217861593, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007680739430357, "mask_rcnn/false_negative": 0.08556912753327328, "mask_rcnn/false_positive": 0.11696499431127022, "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": 1.1696646420750767, "total_loss": 0.7917495890287682} {"data_time": 0.012802369426935911, "eta_seconds": 60776.81588849053, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3226915577971583, "fast_rcnn/fg_cls_accuracy": 0.6614091737042557, "iteration": 37719, "loss_box_reg": 0.25023172050714493, "loss_cls": 0.20325727108865976, "loss_mask": 0.24398477002978325, "loss_rpn_cls": 0.029928101459518075, "loss_rpn_loc": 0.07805383112281561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995712255490431, "mask_rcnn/false_negative": 0.0883926004950445, "mask_rcnn/false_positive": 0.11989691537547231, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1726130230817944, "total_loss": 0.8197594725061208} {"data_time": 0.013044068589806557, "eta_seconds": 60761.76720129792, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31277173913043477, "fast_rcnn/fg_cls_accuracy": 0.682068679036278, "iteration": 37739, "loss_box_reg": 0.2291439026594162, "loss_cls": 0.18707261141389608, "loss_mask": 0.24490712210536003, "loss_rpn_cls": 0.0275393781485036, "loss_rpn_loc": 0.06488198693841696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948869206757347, "mask_rcnn/false_negative": 0.10093748101604116, "mask_rcnn/false_positive": 0.12095995486490002, "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": 1.1688894496764988, "total_loss": 0.7329676849185489} {"data_time": 0.013031785376369953, "eta_seconds": 60740.65205834806, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.31356507980827397, "fast_rcnn/fg_cls_accuracy": 0.6529073698444896, "iteration": 37759, "loss_box_reg": 0.24546183831989765, "loss_cls": 0.1994368340820074, "loss_mask": 0.2456754855811596, "loss_rpn_cls": 0.033446378889493644, "loss_rpn_loc": 0.08292202558368444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931121372599673, "mask_rcnn/false_negative": 0.09115489435985702, "mask_rcnn/false_positive": 0.12340342846178756, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.165653055999428, "total_loss": 0.8043349500512704} {"data_time": 0.013887322507798672, "eta_seconds": 60715.25991679635, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3195547658862876, "fast_rcnn/fg_cls_accuracy": 0.6208647484228342, "iteration": 37779, "loss_box_reg": 0.25907437317073345, "loss_cls": 0.20778152719140053, "loss_mask": 0.2608008850365877, "loss_rpn_cls": 0.03399062075186521, "loss_rpn_loc": 0.07426130445674062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977478589598765, "mask_rcnn/false_negative": 0.10556930169011343, "mask_rcnn/false_positive": 0.11327985661024989, "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": 1.1853338773362339, "total_loss": 0.8361928505182732} {"data_time": 0.012072111945599318, "eta_seconds": 60696.43918820657, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3322370621418538, "fast_rcnn/fg_cls_accuracy": 0.6642528073711489, "iteration": 37799, "loss_box_reg": 0.23852381389588118, "loss_cls": 0.19873672537505627, "loss_mask": 0.25703210197389126, "loss_rpn_cls": 0.03222495096269995, "loss_rpn_loc": 0.07102297432720661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883602941567383, "mask_rcnn/false_negative": 0.09359008268460309, "mask_rcnn/false_positive": 0.12155191434997789, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1746480390429497, "total_loss": 0.8043504554079846} {"data_time": 0.012288287980481982, "eta_seconds": 60673.18384752143, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35585594293391587, "fast_rcnn/fg_cls_accuracy": 0.6160281783707477, "iteration": 37819, "loss_box_reg": 0.2202761434018612, "loss_cls": 0.1888970686122775, "loss_mask": 0.23594582360237837, "loss_rpn_cls": 0.021796198503579944, "loss_rpn_loc": 0.06104997033253312, "lr": 0.0001, "mask_rcnn/accuracy": 0.892730302111289, "mask_rcnn/false_negative": 0.0880629587855408, "mask_rcnn/false_positive": 0.11972169033881125, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.159298317041248, "total_loss": 0.7175589368562214} {"data_time": 0.012888455763459206, "eta_seconds": 60655.175442025065, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31654837170464034, "fast_rcnn/fg_cls_accuracy": 0.6723234580267365, "iteration": 37839, "loss_box_reg": 0.26081035286188126, "loss_cls": 0.2062352541834116, "loss_mask": 0.2554377671331167, "loss_rpn_cls": 0.03353076311759651, "loss_rpn_loc": 0.07683398993685842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931646907368608, "mask_rcnn/false_negative": 0.09889316032795416, "mask_rcnn/false_positive": 0.11604968237284942, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1676414036192, "total_loss": 0.8273491599829867} {"data_time": 0.013189610792323947, "eta_seconds": 60633.87546062004, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.289357772094345, "fast_rcnn/fg_cls_accuracy": 0.6964202955766492, "iteration": 37859, "loss_box_reg": 0.22487477026879787, "loss_cls": 0.1840395275503397, "loss_mask": 0.2510728817433119, "loss_rpn_cls": 0.030382878379896283, "loss_rpn_loc": 0.06573805655352771, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988833768801638, "mask_rcnn/false_negative": 0.08722021347276777, "mask_rcnn/false_positive": 0.11374487670246457, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.162951271981001, "total_loss": 0.759089088300243} {"data_time": 0.012935394886881113, "eta_seconds": 60608.66073693149, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3066508066508067, "fast_rcnn/fg_cls_accuracy": 0.678963548528766, "iteration": 37879, "loss_box_reg": 0.2248526941984892, "loss_cls": 0.19794206228107214, "loss_mask": 0.24413295648992062, "loss_rpn_cls": 0.03353537805378437, "loss_rpn_loc": 0.061515497509390116, "lr": 0.0001, "mask_rcnn/accuracy": 0.897354141606872, "mask_rcnn/false_negative": 0.09895894572071362, "mask_rcnn/false_positive": 0.12060563323003631, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.1600888017565012, "total_loss": 0.7445215346524492} {"data_time": 0.012657200451940298, "eta_seconds": 60628.85264062788, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3148025711662075, "fast_rcnn/fg_cls_accuracy": 0.6522889776209491, "iteration": 37899, "loss_box_reg": 0.23845306411385536, "loss_cls": 0.17924961261451244, "loss_mask": 0.24518526904284954, "loss_rpn_cls": 0.030053533613681793, "loss_rpn_loc": 0.07093181984964758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859368539104564, "mask_rcnn/false_negative": 0.09138551009634799, "mask_rcnn/false_positive": 0.13483380029362407, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1757259860169142, "total_loss": 0.7854697689472232} {"data_time": 0.012331971665844321, "eta_seconds": 60562.14603183791, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3477469600227744, "fast_rcnn/fg_cls_accuracy": 0.593651446592623, "iteration": 37919, "loss_box_reg": 0.2278703022748232, "loss_cls": 0.21048884186893702, "loss_mask": 0.2436449583619833, "loss_rpn_cls": 0.029068157891742885, "loss_rpn_loc": 0.07563999597914517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932561495471976, "mask_rcnn/false_negative": 0.09233062414097809, "mask_rcnn/false_positive": 0.12761930372786495, "roi_head/num_bg_samples": 422.625, "roi_head/num_fg_samples": 89.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1462808765936643, "total_loss": 0.7978490390814841} {"data_time": 0.012118132086470723, "eta_seconds": 60540.84304717835, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3503445305770887, "fast_rcnn/fg_cls_accuracy": 0.64036391042205, "iteration": 37939, "loss_box_reg": 0.2487606629729271, "loss_cls": 0.20310493931174278, "loss_mask": 0.26136035844683647, "loss_rpn_cls": 0.026998952962458134, "loss_rpn_loc": 0.08034585323184729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795515878384181, "mask_rcnn/false_negative": 0.11126237610232853, "mask_rcnn/false_positive": 0.1294708014300101, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1658656445797533, "total_loss": 0.8364703022089088} {"data_time": 0.01287129893898964, "eta_seconds": 60562.0481372159, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3419235836627141, "fast_rcnn/fg_cls_accuracy": 0.6080685618729097, "iteration": 37959, "loss_box_reg": 0.25513825193047523, "loss_cls": 0.2184390313923359, "loss_mask": 0.25167408026754856, "loss_rpn_cls": 0.033064543502405286, "loss_rpn_loc": 0.06556204287335277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867508345930964, "mask_rcnn/false_negative": 0.10537366423267726, "mask_rcnn/false_positive": 0.13033151352341482, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1719256932847202, "total_loss": 0.7934773922897875} {"data_time": 0.011982933385297656, "eta_seconds": 60530.904240128584, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32141086932190654, "fast_rcnn/fg_cls_accuracy": 0.6457405131356583, "iteration": 37979, "loss_box_reg": 0.23785718344151974, "loss_cls": 0.19998930860310793, "loss_mask": 0.24072952009737492, "loss_rpn_cls": 0.026610619737766683, "loss_rpn_loc": 0.06592343840748072, "lr": 0.0001, "mask_rcnn/accuracy": 0.893408545085403, "mask_rcnn/false_negative": 0.09143530442403591, "mask_rcnn/false_positive": 0.12033099574070918, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.15717570646666, "total_loss": 0.7951580783119425} {"data_time": 0.013247889466583729, "eta_seconds": 60467.18223113567, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3162055020061062, "fast_rcnn/fg_cls_accuracy": 0.6635429826970612, "iteration": 37999, "loss_box_reg": 0.24187947250902653, "loss_cls": 0.20116297714412212, "loss_mask": 0.2582858894020319, "loss_rpn_cls": 0.03196438029408455, "loss_rpn_loc": 0.08180027548223734, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957005950627579, "mask_rcnn/false_negative": 0.08304910894601736, "mask_rcnn/false_positive": 0.12026534456101354, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1502992468886077, "total_loss": 0.8000796476844698} {"data_time": 0.013528984971344471, "eta_seconds": 60440.630440670066, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.33081513307077215, "fast_rcnn/fg_cls_accuracy": 0.616117810760668, "iteration": 38019, "loss_box_reg": 0.2393973022699356, "loss_cls": 0.19727960042655468, "loss_mask": 0.24563707783818245, "loss_rpn_cls": 0.031173608382232487, "loss_rpn_loc": 0.06727056787349284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960137715232033, "mask_rcnn/false_negative": 0.09183505173071294, "mask_rcnn/false_positive": 0.1235218887844721, "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": 1.1620539666619152, "total_loss": 0.7789626915473491} {"data_time": 0.0117729885969311, "eta_seconds": 60415.07583735511, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35710766198571076, "fast_rcnn/fg_cls_accuracy": 0.5991975504170626, "iteration": 38039, "loss_box_reg": 0.22964785061776638, "loss_cls": 0.19720682129263878, "loss_mask": 0.2539026513695717, "loss_rpn_cls": 0.026894243899732828, "loss_rpn_loc": 0.06243588053621352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927308242137435, "mask_rcnn/false_negative": 0.10072121445295237, "mask_rcnn/false_positive": 0.10066271477716726, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1692541711963713, "total_loss": 0.8011854228097945} {"data_time": 0.013263434637337923, "eta_seconds": 60391.82138168253, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28023682877406286, "fast_rcnn/fg_cls_accuracy": 0.7166465944065301, "iteration": 38059, "loss_box_reg": 0.2484336392953992, "loss_cls": 0.2192490715533495, "loss_mask": 0.24670123308897018, "loss_rpn_cls": 0.03134816151577979, "loss_rpn_loc": 0.07991168135777116, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976559664240226, "mask_rcnn/false_negative": 0.08379052730115505, "mask_rcnn/false_positive": 0.11606769945576179, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.169275266584009, "total_loss": 0.816813929239288} {"data_time": 0.012608718127012253, "eta_seconds": 60368.56692600995, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2634293546215254, "fast_rcnn/fg_cls_accuracy": 0.7076308266728896, "iteration": 38079, "loss_box_reg": 0.22332900948822498, "loss_cls": 0.19668322056531906, "loss_mask": 0.2412415612488985, "loss_rpn_cls": 0.029794050380587578, "loss_rpn_loc": 0.06780440476723015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953633782422675, "mask_rcnn/false_negative": 0.09062954677963692, "mask_rcnn/false_positive": 0.11878333280591465, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1609417963773012, "total_loss": 0.7834790918277577} {"data_time": 0.012255971552804112, "eta_seconds": 60319.04102198314, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.32676120176120177, "fast_rcnn/fg_cls_accuracy": 0.6598929511022408, "iteration": 38099, "loss_box_reg": 0.24148800410330296, "loss_cls": 0.17327279597520828, "loss_mask": 0.25783824548125267, "loss_rpn_cls": 0.030314010800793767, "loss_rpn_loc": 0.06931482837535441, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989173204659222, "mask_rcnn/false_negative": 0.09148972696782354, "mask_rcnn/false_positive": 0.11525728407185273, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1564642111770809, "total_loss": 0.7985607596929185} {"data_time": 0.013331620255485177, "eta_seconds": 60339.832310481, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.29889041594243904, "fast_rcnn/fg_cls_accuracy": 0.6827215678280747, "iteration": 38119, "loss_box_reg": 0.2553536593914032, "loss_cls": 0.2003872450441122, "loss_mask": 0.2550207767635584, "loss_rpn_cls": 0.03584524733014405, "loss_rpn_loc": 0.07589289452880621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933665447311, "mask_rcnn/false_negative": 0.09762945850493367, "mask_rcnn/false_positive": 0.11601003226171064, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1769255325198174, "total_loss": 0.8003094689920545} {"data_time": 0.01325927465222776, "eta_seconds": 60315.74862606358, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32531328320802005, "fast_rcnn/fg_cls_accuracy": 0.6581336696090795, "iteration": 38139, "loss_box_reg": 0.24943244270980358, "loss_cls": 0.2110569942742586, "loss_mask": 0.2541266605257988, "loss_rpn_cls": 0.034085256746038795, "loss_rpn_loc": 0.08301475743064657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906221277467932, "mask_rcnn/false_negative": 0.08301074654291807, "mask_rcnn/false_positive": 0.1373147781156372, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1627766925375909, "total_loss": 0.8230844115605578} {"data_time": 0.011868974659591913, "eta_seconds": 60281.12936273217, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3308461277793707, "fast_rcnn/fg_cls_accuracy": 0.6419336339702317, "iteration": 38159, "loss_box_reg": 0.22391086909919977, "loss_cls": 0.1871795505285263, "loss_mask": 0.2467947956174612, "loss_rpn_cls": 0.029678082966711372, "loss_rpn_loc": 0.061148631386458874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911768255271539, "mask_rcnn/false_negative": 0.10028999586150872, "mask_rcnn/false_positive": 0.12399447425663626, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1516328821890056, "total_loss": 0.7337113221583422} {"data_time": 0.013254948426038027, "eta_seconds": 60272.43821834214, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3076261467889908, "fast_rcnn/fg_cls_accuracy": 0.6601398273273273, "iteration": 38179, "loss_box_reg": 0.23085078783333302, "loss_cls": 0.18691321834921837, "loss_mask": 0.2389044314622879, "loss_rpn_cls": 0.03156140208011493, "loss_rpn_loc": 0.06119175208732486, "lr": 0.0001, "mask_rcnn/accuracy": 0.890096881859151, "mask_rcnn/false_negative": 0.10151267388080748, "mask_rcnn/false_positive": 0.12563559301763905, "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": 1.1658513064030558, "total_loss": 0.7524630658444948} {"data_time": 0.012171506881713867, "eta_seconds": 60282.74583988823, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.30796760565978565, "fast_rcnn/fg_cls_accuracy": 0.6748494479759117, "iteration": 38199, "loss_box_reg": 0.24708877876400948, "loss_cls": 0.18867459706962109, "loss_mask": 0.2463043686002493, "loss_rpn_cls": 0.030810076743364334, "loss_rpn_loc": 0.06682919664308429, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055675050887986, "mask_rcnn/false_negative": 0.08798060230324165, "mask_rcnn/false_positive": 0.10409505302846933, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.1677020620554686, "total_loss": 0.780841599451378} {"data_time": 0.012915904400870204, "eta_seconds": 60267.92597089894, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3303610288997214, "fast_rcnn/fg_cls_accuracy": 0.6603074128316341, "iteration": 38219, "loss_box_reg": 0.24178379215300083, "loss_cls": 0.1943986751139164, "loss_mask": 0.25419314950704575, "loss_rpn_cls": 0.030819318955764174, "loss_rpn_loc": 0.06919108866713941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889365066993726, "mask_rcnn/false_negative": 0.09644967146084052, "mask_rcnn/false_positive": 0.13909248670151983, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1732919870410115, "total_loss": 0.7871975874877535} {"data_time": 0.014796206494793296, "eta_seconds": 60246.36598277837, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3248587570621469, "fast_rcnn/fg_cls_accuracy": 0.6424005681818181, "iteration": 38239, "loss_box_reg": 0.2330559422262013, "loss_cls": 0.1904301419854164, "loss_mask": 0.23277203366160393, "loss_rpn_cls": 0.02879422140540555, "loss_rpn_loc": 0.060145746800117195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968347161031492, "mask_rcnn/false_negative": 0.08350768886889459, "mask_rcnn/false_positive": 0.10192252320652134, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1625067119020969, "total_loss": 0.759752445621416} {"data_time": 0.013331871945410967, "eta_seconds": 60223.965556700714, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3454641350210971, "fast_rcnn/fg_cls_accuracy": 0.6306457378359056, "iteration": 38259, "loss_box_reg": 0.22565678879618645, "loss_cls": 0.18682868033647537, "loss_mask": 0.24765599332749844, "loss_rpn_cls": 0.02808902971446514, "loss_rpn_loc": 0.06772249657660723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975640003343037, "mask_rcnn/false_negative": 0.0920761376494065, "mask_rcnn/false_positive": 0.11707753369848964, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1689155895728618, "total_loss": 0.7621943968115374} {"data_time": 0.012705827364698052, "eta_seconds": 60198.09059897438, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3348285691662048, "fast_rcnn/fg_cls_accuracy": 0.6142405301604037, "iteration": 38279, "loss_box_reg": 0.24273041263222694, "loss_cls": 0.2029068637639284, "loss_mask": 0.2581292185932398, "loss_rpn_cls": 0.028047510655596852, "loss_rpn_loc": 0.06808390445075929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886372684134243, "mask_rcnn/false_negative": 0.09697809218226557, "mask_rcnn/false_positive": 0.1185748688851446, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1634298614226282, "total_loss": 0.7873875951627269} {"data_time": 0.013446119148284197, "eta_seconds": 60174.81214166619, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36546447335214627, "fast_rcnn/fg_cls_accuracy": 0.6145814221139894, "iteration": 38299, "loss_box_reg": 0.26331907138228416, "loss_cls": 0.21618036460131407, "loss_mask": 0.26006269454956055, "loss_rpn_cls": 0.03713582019554451, "loss_rpn_loc": 0.08658634894527495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794280833851845, "mask_rcnn/false_negative": 0.10207583757292252, "mask_rcnn/false_positive": 0.12431355434203473, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.1621614173054695, "total_loss": 0.8731504304450937} {"data_time": 0.01193599053658545, "eta_seconds": 60132.46235571802, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.300708257986739, "fast_rcnn/fg_cls_accuracy": 0.6631836945304438, "iteration": 38319, "loss_box_reg": 0.22170049510896206, "loss_cls": 0.1790703320875764, "loss_mask": 0.23930536583065987, "loss_rpn_cls": 0.030539617757312953, "loss_rpn_loc": 0.05527923768386245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952820792038793, "mask_rcnn/false_negative": 0.09971993582820114, "mask_rcnn/false_positive": 0.11252625909139763, "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": 1.1183531107380986, "total_loss": 0.7270604548975825} {"data_time": 0.012364672031253576, "eta_seconds": 60095.10232897941, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3762942191544435, "fast_rcnn/fg_cls_accuracy": 0.6129389735947113, "iteration": 38339, "loss_box_reg": 0.23284313641488552, "loss_cls": 0.20178945641964674, "loss_mask": 0.25290784798562527, "loss_rpn_cls": 0.03404396987752989, "loss_rpn_loc": 0.07163439970463514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837271586209957, "mask_rcnn/false_negative": 0.0969370100432961, "mask_rcnn/false_positive": 0.12851652725217552, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1292837678920478, "total_loss": 0.7873388567240909} {"data_time": 0.01251703454181552, "eta_seconds": 60063.078147340566, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.316700188503964, "fast_rcnn/fg_cls_accuracy": 0.6754201680672269, "iteration": 38359, "loss_box_reg": 0.23552558943629265, "loss_cls": 0.20484601333737373, "loss_mask": 0.25013422779738903, "loss_rpn_cls": 0.03372434334596619, "loss_rpn_loc": 0.07249342696741223, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878799046773442, "mask_rcnn/false_negative": 0.09107052125805234, "mask_rcnn/false_positive": 0.11925913352197642, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1696795453317463, "total_loss": 0.7848779777996242} {"data_time": 0.01404528715647757, "eta_seconds": 60073.26911689248, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.30320040825253336, "fast_rcnn/fg_cls_accuracy": 0.6534999553292236, "iteration": 38379, "loss_box_reg": 0.24866210669279099, "loss_cls": 0.18989821150898933, "loss_mask": 0.2479507438838482, "loss_rpn_cls": 0.03087349538691342, "loss_rpn_loc": 0.07507017510943115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937373339057512, "mask_rcnn/false_negative": 0.08592334042725001, "mask_rcnn/false_positive": 0.1335205356721822, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 206.375, "rpn/num_pos_anchors": 49.625, "time": 1.16374168288894, "total_loss": 0.8280901489197277} {"data_time": 0.011919884942471981, "eta_seconds": 60025.30546216294, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3144677661169415, "fast_rcnn/fg_cls_accuracy": 0.6773259148789721, "iteration": 38399, "loss_box_reg": 0.2363670701161027, "loss_cls": 0.1945383744314313, "loss_mask": 0.25106996297836304, "loss_rpn_cls": 0.030430088168941438, "loss_rpn_loc": 0.07720727706328034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949698473931258, "mask_rcnn/false_negative": 0.08457584779296297, "mask_rcnn/false_positive": 0.11784381745453197, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1525089114438742, "total_loss": 0.7778983999742195} {"data_time": 0.012640397530049086, "eta_seconds": 60002.039839890786, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3326502732240437, "fast_rcnn/fg_cls_accuracy": 0.6473225975386228, "iteration": 38419, "loss_box_reg": 0.2209078911691904, "loss_cls": 0.18322539515793324, "loss_mask": 0.23857693001627922, "loss_rpn_cls": 0.029484762577340007, "loss_rpn_loc": 0.07527878880500793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941468576066791, "mask_rcnn/false_negative": 0.0859351361513026, "mask_rcnn/false_positive": 0.13115222019839606, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1687810549046844, "total_loss": 0.7624432577285916} {"data_time": 0.011653472436591983, "eta_seconds": 59970.02922689542, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28734265097539324, "fast_rcnn/fg_cls_accuracy": 0.6852918989145467, "iteration": 38439, "loss_box_reg": 0.22133091185241938, "loss_cls": 0.17947115888819098, "loss_mask": 0.24289911054074764, "loss_rpn_cls": 0.028380970790749416, "loss_rpn_loc": 0.0744591811671853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983663155598942, "mask_rcnn/false_negative": 0.09433899959788754, "mask_rcnn/false_positive": 0.11514897700570939, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.169125567888841, "total_loss": 0.764189969166182} {"data_time": 0.012832429725676775, "eta_seconds": 59964.92069901433, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3273092369477911, "fast_rcnn/fg_cls_accuracy": 0.5952135070895828, "iteration": 38459, "loss_box_reg": 0.22547129727900028, "loss_cls": 0.1887835180386901, "loss_mask": 0.24737190455198288, "loss_rpn_cls": 0.030907548731192946, "loss_rpn_loc": 0.0672343815676868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848945676091546, "mask_rcnn/false_negative": 0.10265335268364485, "mask_rcnn/false_positive": 0.13653529140010184, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1569517177995294, "total_loss": 0.7775920750573277} {"data_time": 0.012364450842142105, "eta_seconds": 59920.31178586185, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.27470914998427837, "fast_rcnn/fg_cls_accuracy": 0.7020860495436767, "iteration": 38479, "loss_box_reg": 0.2288575079292059, "loss_cls": 0.1841417970135808, "loss_mask": 0.2532385978847742, "loss_rpn_cls": 0.02948095358442515, "loss_rpn_loc": 0.06179579207673669, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873452365284098, "mask_rcnn/false_negative": 0.10818671700481468, "mask_rcnn/false_positive": 0.12311597733014462, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1467130838427693, "total_loss": 0.7838704828172922} {"data_time": 0.013743973337113857, "eta_seconds": 59918.09598985128, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3176799219964688, "fast_rcnn/fg_cls_accuracy": 0.6409479921000658, "iteration": 38499, "loss_box_reg": 0.22469764947891235, "loss_cls": 0.20857474766671658, "loss_mask": 0.23804166167974472, "loss_rpn_cls": 0.030732770916074514, "loss_rpn_loc": 0.06740246620029211, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950143830951585, "mask_rcnn/false_negative": 0.09104800980983771, "mask_rcnn/false_positive": 0.13225278785996117, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1679418510757387, "total_loss": 0.7818510292563587} {"data_time": 0.013922156067565084, "eta_seconds": 59885.711728530005, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.34158113391984357, "fast_rcnn/fg_cls_accuracy": 0.6499689826302729, "iteration": 38519, "loss_box_reg": 0.2367128562182188, "loss_cls": 0.18727619480341673, "loss_mask": 0.2441431377083063, "loss_rpn_cls": 0.02977543172892183, "loss_rpn_loc": 0.06835024245083332, "lr": 0.0001, "mask_rcnn/accuracy": 0.890427360929587, "mask_rcnn/false_negative": 0.09728740731940522, "mask_rcnn/false_positive": 0.12228092934188112, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1632192286197096, "total_loss": 0.7809029376949184} {"data_time": 0.013822839362546802, "eta_seconds": 59874.5941135427, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.34175886524822696, "fast_rcnn/fg_cls_accuracy": 0.6473076923076924, "iteration": 38539, "loss_box_reg": 0.24192234314978123, "loss_cls": 0.19627323001623154, "loss_mask": 0.24892174825072289, "loss_rpn_cls": 0.024609091808088124, "loss_rpn_loc": 0.07481706142425537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900493181753661, "mask_rcnn/false_negative": 0.09673782815881096, "mask_rcnn/false_positive": 0.12573884686390355, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1669892743229866, "total_loss": 0.7762449950678274} {"data_time": 0.013351727509871125, "eta_seconds": 59863.79239389673, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3778303092256581, "fast_rcnn/fg_cls_accuracy": 0.5994406847748833, "iteration": 38559, "loss_box_reg": 0.24606427550315857, "loss_cls": 0.20765542797744274, "loss_mask": 0.2633788026869297, "loss_rpn_cls": 0.03194806433748454, "loss_rpn_loc": 0.0712960115633905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871105768322601, "mask_rcnn/false_negative": 0.10625038476910659, "mask_rcnn/false_positive": 0.11862803950791043, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1757668731734157, "total_loss": 0.7979231735225767} {"data_time": 0.01322976010851562, "eta_seconds": 59840.51720245276, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3075734055115498, "fast_rcnn/fg_cls_accuracy": 0.6589241489639897, "iteration": 38579, "loss_box_reg": 0.2576761543750763, "loss_cls": 0.20468199998140335, "loss_mask": 0.26451369374990463, "loss_rpn_cls": 0.035274712718091905, "loss_rpn_loc": 0.07200593734160066, "lr": 0.0001, "mask_rcnn/accuracy": 0.898709192609098, "mask_rcnn/false_negative": 0.1017626065812815, "mask_rcnn/false_positive": 0.12182149746753348, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1661353909876198, "total_loss": 0.8081602174788713} {"data_time": 0.015174833359196782, "eta_seconds": 59834.3930949457, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.32302960800667224, "fast_rcnn/fg_cls_accuracy": 0.6379233511586453, "iteration": 38599, "loss_box_reg": 0.23884791135787964, "loss_cls": 0.2059378121048212, "loss_mask": 0.25194581784307957, "loss_rpn_cls": 0.0374343516305089, "loss_rpn_loc": 0.07692361250519753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960788967216631, "mask_rcnn/false_negative": 0.09158099205330755, "mask_rcnn/false_positive": 0.11573997330434138, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1661668305750936, "total_loss": 0.8011593050323427} {"data_time": 0.013614490395411849, "eta_seconds": 59802.35682473518, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.25858889751552794, "fast_rcnn/fg_cls_accuracy": 0.7084972462627852, "iteration": 38619, "loss_box_reg": 0.2217332199215889, "loss_cls": 0.1807759329676628, "loss_mask": 0.24055484682321548, "loss_rpn_cls": 0.027057323255576193, "loss_rpn_loc": 0.07089751306921244, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002622648291965, "mask_rcnn/false_negative": 0.09470550628393692, "mask_rcnn/false_positive": 0.11071482598033369, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.1686008120886981, "total_loss": 0.7422435834305361} {"data_time": 0.013550093630328774, "eta_seconds": 59784.04442097992, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.34847689994054487, "fast_rcnn/fg_cls_accuracy": 0.6384021730260321, "iteration": 38639, "loss_box_reg": 0.2219077330082655, "loss_cls": 0.18612262327224016, "loss_mask": 0.25023929588496685, "loss_rpn_cls": 0.0293466352741234, "loss_rpn_loc": 0.0690203767735511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872369540708613, "mask_rcnn/false_negative": 0.09247667990193392, "mask_rcnn/false_positive": 0.12861832814774243, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1535964496433735, "total_loss": 0.7762854864122346} {"data_time": 0.013979295501485467, "eta_seconds": 59752.517950227484, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.31759315743988614, "fast_rcnn/fg_cls_accuracy": 0.6623269672070472, "iteration": 38659, "loss_box_reg": 0.24696285091340542, "loss_cls": 0.20902004837989807, "loss_mask": 0.24605311639606953, "loss_rpn_cls": 0.029748206376098096, "loss_rpn_loc": 0.06627199961803854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862129347771603, "mask_rcnn/false_negative": 0.10611800143866507, "mask_rcnn/false_positive": 0.11573576389874635, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1463359375484288, "total_loss": 0.8191224305774085} {"data_time": 0.014705578098073602, "eta_seconds": 59721.30015078932, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3230313195646797, "fast_rcnn/fg_cls_accuracy": 0.6429552141222621, "iteration": 38679, "loss_box_reg": 0.2561396211385727, "loss_cls": 0.22222647909075022, "loss_mask": 0.25139623135328293, "loss_rpn_cls": 0.032753603998571634, "loss_rpn_loc": 0.07680629473179579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904864653234565, "mask_rcnn/false_negative": 0.09560851204511214, "mask_rcnn/false_positive": 0.12015874935587427, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1664053592830896, "total_loss": 0.848377451300621} {"data_time": 0.012946393806487322, "eta_seconds": 59693.05385830812, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2953667240954959, "fast_rcnn/fg_cls_accuracy": 0.6813914721881031, "iteration": 38699, "loss_box_reg": 0.2446339726448059, "loss_cls": 0.19222717126831412, "loss_mask": 0.24675594456493855, "loss_rpn_cls": 0.03473155805841088, "loss_rpn_loc": 0.0848299222998321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957119762077614, "mask_rcnn/false_negative": 0.08163175492400343, "mask_rcnn/false_positive": 0.12408522343287057, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1574935507960618, "total_loss": 0.8244982556207106} {"data_time": 0.014217458665370941, "eta_seconds": 59655.8754616417, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2875151026983488, "fast_rcnn/fg_cls_accuracy": 0.6635278514588859, "iteration": 38719, "loss_box_reg": 0.22081654146313667, "loss_cls": 0.19097208557650447, "loss_mask": 0.23827893659472466, "loss_rpn_cls": 0.030447277327766642, "loss_rpn_loc": 0.06612985790707171, "lr": 0.0001, "mask_rcnn/accuracy": 0.903925089366084, "mask_rcnn/false_negative": 0.08718882573075355, "mask_rcnn/false_positive": 0.1004586935045495, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.1589695967268199, "total_loss": 0.7448260507080704} {"data_time": 0.012698259204626083, "eta_seconds": 59618.69318461977, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.29976592787652695, "fast_rcnn/fg_cls_accuracy": 0.6445227107116833, "iteration": 38739, "loss_box_reg": 0.23796498961746693, "loss_cls": 0.19372014701366425, "loss_mask": 0.23572393879294395, "loss_rpn_cls": 0.028421617345884442, "loss_rpn_loc": 0.06521795340813696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997973145659006, "mask_rcnn/false_negative": 0.09254423197761805, "mask_rcnn/false_positive": 0.11294977878536083, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1336048587691039, "total_loss": 0.7763299089856446} {"data_time": 0.01446588383987546, "eta_seconds": 59581.24385140836, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2938527960526316, "fast_rcnn/fg_cls_accuracy": 0.6858926161557741, "iteration": 38759, "loss_box_reg": 0.2430686466395855, "loss_cls": 0.18519258499145508, "loss_mask": 0.23510687425732613, "loss_rpn_cls": 0.027786427293904126, "loss_rpn_loc": 0.06561854155734181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905287918592046, "mask_rcnn/false_negative": 0.08266245020942889, "mask_rcnn/false_positive": 0.11767488840885479, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.1595018801745027, "total_loss": 0.7844679916743189} {"data_time": 0.013910128502175212, "eta_seconds": 59553.03829881828, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.26378610646932443, "fast_rcnn/fg_cls_accuracy": 0.6572751322751322, "iteration": 38779, "loss_box_reg": 0.233733800239861, "loss_cls": 0.20246163196861744, "loss_mask": 0.24495675042271614, "loss_rpn_cls": 0.03113756189122796, "loss_rpn_loc": 0.07065654010511935, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048014783616956, "mask_rcnn/false_negative": 0.0849310051079607, "mask_rcnn/false_positive": 0.10044926669662588, "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": 1.165815033018589, "total_loss": 0.7771341309999116} {"data_time": 0.013983658514916897, "eta_seconds": 59518.82687807083, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2799411041541584, "fast_rcnn/fg_cls_accuracy": 0.6875251104861391, "iteration": 38799, "loss_box_reg": 0.2296600192785263, "loss_cls": 0.17941019963473082, "loss_mask": 0.2552491780370474, "loss_rpn_cls": 0.029973331140354276, "loss_rpn_loc": 0.06940541788935661, "lr": 0.0001, "mask_rcnn/accuracy": 0.894156099939976, "mask_rcnn/false_negative": 0.08641518751871072, "mask_rcnn/false_positive": 0.11905183823119111, "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": 1.1611944139003754, "total_loss": 0.7714299644576386} {"data_time": 0.012852536514401436, "eta_seconds": 59511.70717873145, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.32318288139998264, "fast_rcnn/fg_cls_accuracy": 0.6446962233169129, "iteration": 38819, "loss_box_reg": 0.23028664849698544, "loss_cls": 0.20122025441378355, "loss_mask": 0.2422367986291647, "loss_rpn_cls": 0.03224687010515481, "loss_rpn_loc": 0.065614297054708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937833723169248, "mask_rcnn/false_negative": 0.09330427495310237, "mask_rcnn/false_positive": 0.12850554859039015, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1674410793930292, "total_loss": 0.7709940196946263} {"data_time": 0.013553936034440994, "eta_seconds": 59486.32451481186, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.368118572292801, "fast_rcnn/fg_cls_accuracy": 0.580211056249395, "iteration": 38839, "loss_box_reg": 0.24863608181476593, "loss_cls": 0.20705042127519846, "loss_mask": 0.24438589066267014, "loss_rpn_cls": 0.030081586504820734, "loss_rpn_loc": 0.06547222787048668, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840389558904553, "mask_rcnn/false_negative": 0.10329214667359146, "mask_rcnn/false_positive": 0.11541197279966989, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1661705828737468, "total_loss": 0.8048171094269492} {"data_time": 0.0122827950399369, "eta_seconds": 59460.02301057335, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32556990327441226, "fast_rcnn/fg_cls_accuracy": 0.632460986720946, "iteration": 38859, "loss_box_reg": 0.2245947066694498, "loss_cls": 0.1947244256734848, "loss_mask": 0.2433315459638834, "loss_rpn_cls": 0.0273011737735942, "loss_rpn_loc": 0.06696674157865345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971640094038559, "mask_rcnn/false_negative": 0.0769338082692882, "mask_rcnn/false_positive": 0.1354758723897731, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1584719470702112, "total_loss": 0.7528145324904472} {"data_time": 0.01273001148365438, "eta_seconds": 59442.14394696057, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.32021255863806564, "fast_rcnn/fg_cls_accuracy": 0.6289092055485498, "iteration": 38879, "loss_box_reg": 0.2609085123986006, "loss_cls": 0.2110222796909511, "loss_mask": 0.2487111408263445, "loss_rpn_cls": 0.03154505556449294, "loss_rpn_loc": 0.07773555163294077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878953165030916, "mask_rcnn/false_negative": 0.10358257895584783, "mask_rcnn/false_positive": 0.1217960026411614, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.1722738740500063, "total_loss": 0.8296116201672703} {"data_time": 0.014499116921797395, "eta_seconds": 59406.89126881771, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34310109289617485, "fast_rcnn/fg_cls_accuracy": 0.6178435114503817, "iteration": 38899, "loss_box_reg": 0.2266197632998228, "loss_cls": 0.19197998009622097, "loss_mask": 0.24283788166940212, "loss_rpn_cls": 0.029863893752917647, "loss_rpn_loc": 0.07687617186456919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924202356381149, "mask_rcnn/false_negative": 0.09686682879396469, "mask_rcnn/false_positive": 0.1255616971371391, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1519023110158741, "total_loss": 0.7468651944072917} {"data_time": 0.01281562284566462, "eta_seconds": 59395.63209723681, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.40520368718406186, "fast_rcnn/fg_cls_accuracy": 0.5606886147839205, "iteration": 38919, "loss_box_reg": 0.23492420837283134, "loss_cls": 0.205381253734231, "loss_mask": 0.25917615182697773, "loss_rpn_cls": 0.027714264346286654, "loss_rpn_loc": 0.060496140038594604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913691507925503, "mask_rcnn/false_negative": 0.09916048764329279, "mask_rcnn/false_positive": 0.12264089882418647, "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": 1.1731829980853945, "total_loss": 0.7969464303459972} {"data_time": 0.013512470293790102, "eta_seconds": 59375.78496155329, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.296699388248684, "fast_rcnn/fg_cls_accuracy": 0.6596244131455399, "iteration": 38939, "loss_box_reg": 0.231020363047719, "loss_cls": 0.2005588598549366, "loss_mask": 0.24049663729965687, "loss_rpn_cls": 0.026078269191202708, "loss_rpn_loc": 0.06449751369655132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978889414157272, "mask_rcnn/false_negative": 0.09409898610445133, "mask_rcnn/false_positive": 0.11535979897126725, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1780228724237531, "total_loss": 0.7593079595826566} {"data_time": 0.012655103811994195, "eta_seconds": 59331.18425089866, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.29249795947336665, "fast_rcnn/fg_cls_accuracy": 0.6683825211622054, "iteration": 38959, "loss_box_reg": 0.24692941550165415, "loss_cls": 0.20764101296663284, "loss_mask": 0.25313072092831135, "loss_rpn_cls": 0.031229741405695677, "loss_rpn_loc": 0.06883476115763187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871594186902707, "mask_rcnn/false_negative": 0.09411722860822197, "mask_rcnn/false_positive": 0.12586968607723825, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1541141741909087, "total_loss": 0.8279666536836885} {"data_time": 0.012690700823441148, "eta_seconds": 59309.58100232761, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.33577067669172933, "fast_rcnn/fg_cls_accuracy": 0.6172504865165416, "iteration": 38979, "loss_box_reg": 0.2403757069259882, "loss_cls": 0.19637796748429537, "loss_mask": 0.24600235000252724, "loss_rpn_cls": 0.029747590655460954, "loss_rpn_loc": 0.07556103123351932, "lr": 0.0001, "mask_rcnn/accuracy": 0.878866329877432, "mask_rcnn/false_negative": 0.10845303915732106, "mask_rcnn/false_positive": 0.1420002311130823, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1689925189130008, "total_loss": 0.8371852566488087} {"data_time": 0.01428386615589261, "eta_seconds": 59285.58757924475, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.30801118287862717, "fast_rcnn/fg_cls_accuracy": 0.6658456486042692, "iteration": 38999, "loss_box_reg": 0.24493571929633617, "loss_cls": 0.21317153796553612, "loss_mask": 0.2519350368529558, "loss_rpn_cls": 0.029751265654340386, "loss_rpn_loc": 0.07877929578535259, "lr": 0.0001, "mask_rcnn/accuracy": 0.883720739148255, "mask_rcnn/false_negative": 0.09837517848753682, "mask_rcnn/false_positive": 0.13321966852178874, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.1214727419428527, "total_loss": 0.8506490711588413} {"data_time": 0.013841812964528799, "eta_seconds": 59259.9949999433, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.30128153623654186, "fast_rcnn/fg_cls_accuracy": 0.6620188087774295, "iteration": 39019, "loss_box_reg": 0.22365955635905266, "loss_cls": 0.18485083803534508, "loss_mask": 0.24824494495987892, "loss_rpn_cls": 0.026222677901387215, "loss_rpn_loc": 0.06845181179232895, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097045668889376, "mask_rcnn/false_negative": 0.07506797589434333, "mask_rcnn/false_positive": 0.10860953774910576, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1538204811513424, "total_loss": 0.7324698510346934} {"data_time": 0.013021638849750161, "eta_seconds": 59247.16843046248, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.35772514389604293, "fast_rcnn/fg_cls_accuracy": 0.6182668991635561, "iteration": 39039, "loss_box_reg": 0.24541895650327206, "loss_cls": 0.2091313013806939, "loss_mask": 0.25403295271098614, "loss_rpn_cls": 0.02933475631289184, "loss_rpn_loc": 0.0723704737611115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820370243105036, "mask_rcnn/false_negative": 0.10167715201280515, "mask_rcnn/false_positive": 0.1380033979359911, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1708175200037658, "total_loss": 0.809795627836138} {"data_time": 0.01386371091939509, "eta_seconds": 59216.58283533063, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.31785563706889286, "fast_rcnn/fg_cls_accuracy": 0.6483830845771145, "iteration": 39059, "loss_box_reg": 0.23988299630582333, "loss_cls": 0.20247050281614065, "loss_mask": 0.24816557951271534, "loss_rpn_cls": 0.033861510222777724, "loss_rpn_loc": 0.09249073592945933, "lr": 0.0001, "mask_rcnn/accuracy": 0.891389300736906, "mask_rcnn/false_negative": 0.09264672770494585, "mask_rcnn/false_positive": 0.11562431057054574, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1637280804570764, "total_loss": 0.8299498659325764} {"data_time": 0.012687186943367124, "eta_seconds": 59209.58469834179, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3486666015434209, "fast_rcnn/fg_cls_accuracy": 0.630982815291528, "iteration": 39079, "loss_box_reg": 0.24293052405118942, "loss_cls": 0.22117005567997694, "loss_mask": 0.24902675300836563, "loss_rpn_cls": 0.03255336359143257, "loss_rpn_loc": 0.08415463718120009, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031637000965534, "mask_rcnn/false_negative": 0.08804790244620808, "mask_rcnn/false_positive": 0.11061879580612993, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1694455074612051, "total_loss": 0.8427493294002488} {"data_time": 0.013550992356613278, "eta_seconds": 59177.41116778925, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.30218537163162573, "fast_rcnn/fg_cls_accuracy": 0.6467262295799938, "iteration": 39099, "loss_box_reg": 0.2453477829694748, "loss_cls": 0.20680354163050652, "loss_mask": 0.25857351534068584, "loss_rpn_cls": 0.03233410872053355, "loss_rpn_loc": 0.07110031833872199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944701354083018, "mask_rcnn/false_negative": 0.09014959006432913, "mask_rcnn/false_positive": 0.10907483612852745, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1574140689335763, "total_loss": 0.8170288862893358} {"data_time": 0.014013237552717328, "eta_seconds": 59146.83421008289, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.34396033789583047, "fast_rcnn/fg_cls_accuracy": 0.646443661971831, "iteration": 39119, "loss_box_reg": 0.2547512426972389, "loss_cls": 0.19974423572421074, "loss_mask": 0.2566154133528471, "loss_rpn_cls": 0.03329564700834453, "loss_rpn_loc": 0.070506147807464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900574800307952, "mask_rcnn/false_negative": 0.08807627476697874, "mask_rcnn/false_positive": 0.12979329820731275, "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": 1.1752110896632075, "total_loss": 0.8232178562320769} {"data_time": 0.012796089053153992, "eta_seconds": 59100.60512828175, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.27082251082251085, "fast_rcnn/fg_cls_accuracy": 0.7034632034632035, "iteration": 39139, "loss_box_reg": 0.22643466107547283, "loss_cls": 0.18731833156198263, "loss_mask": 0.25348800979554653, "loss_rpn_cls": 0.024266699503641576, "loss_rpn_loc": 0.07088866992853582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968046469640858, "mask_rcnn/false_negative": 0.0803561028764283, "mask_rcnn/false_positive": 0.12717697474039982, "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": 1.1284089584369212, "total_loss": 0.7404754914459772} {"data_time": 0.012391684576869011, "eta_seconds": 59107.65390511602, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3622702434177844, "fast_rcnn/fg_cls_accuracy": 0.6106014271151886, "iteration": 39159, "loss_box_reg": 0.24269615299999714, "loss_cls": 0.20575809571892023, "loss_mask": 0.24070518091320992, "loss_rpn_cls": 0.029706666013225913, "loss_rpn_loc": 0.07758177164942026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851584565410044, "mask_rcnn/false_negative": 0.08941137328046896, "mask_rcnn/false_positive": 0.13321728047983855, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1696716453880072, "total_loss": 0.8050246568163857} {"data_time": 0.014205858809873462, "eta_seconds": 59093.305074032396, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3227987304651249, "fast_rcnn/fg_cls_accuracy": 0.6418528898622815, "iteration": 39179, "loss_box_reg": 0.2421513870358467, "loss_cls": 0.192042107693851, "loss_mask": 0.2427037302404642, "loss_rpn_cls": 0.028413702559191734, "loss_rpn_loc": 0.06873289030045271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880656210500093, "mask_rcnn/false_negative": 0.08685323957838023, "mask_rcnn/false_positive": 0.11915899334466193, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1858174924273044, "total_loss": 0.7975047311047092} {"data_time": 0.01352215581573546, "eta_seconds": 59061.14906333387, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35026120152702434, "fast_rcnn/fg_cls_accuracy": 0.620662688988009, "iteration": 39199, "loss_box_reg": 0.23254611901938915, "loss_cls": 0.19984943978488445, "loss_mask": 0.24366569891571999, "loss_rpn_cls": 0.03300335817039013, "loss_rpn_loc": 0.06222756905481219, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810698199829823, "mask_rcnn/false_negative": 0.08869582915381644, "mask_rcnn/false_positive": 0.12736340904749163, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.160818001255393, "total_loss": 0.7545105940080248} {"data_time": 0.013354891911149025, "eta_seconds": 59028.40892721899, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.33402203856749313, "fast_rcnn/fg_cls_accuracy": 0.6077522800823771, "iteration": 39219, "loss_box_reg": 0.24373005144298077, "loss_cls": 0.20059706829488277, "loss_mask": 0.24530040100216866, "loss_rpn_cls": 0.03318378096446395, "loss_rpn_loc": 0.07600806641858071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960715614370749, "mask_rcnn/false_negative": 0.10005455154576234, "mask_rcnn/false_positive": 0.11027661958210408, "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": 1.1612740755081177, "total_loss": 0.8061467894003727} {"data_time": 0.012747619766741991, "eta_seconds": 59005.160243120044, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2994243798074474, "fast_rcnn/fg_cls_accuracy": 0.6853008727606799, "iteration": 39239, "loss_box_reg": 0.21963117271661758, "loss_cls": 0.1875461908057332, "loss_mask": 0.24956266023218632, "loss_rpn_cls": 0.027381630381569266, "loss_rpn_loc": 0.07772392546758056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900126226961373, "mask_rcnn/false_negative": 0.09379205174500918, "mask_rcnn/false_positive": 0.12066754607261715, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.162022246979177, "total_loss": 0.7993092054384761} {"data_time": 0.013660697499290109, "eta_seconds": 58961.16209612694, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3026500321393093, "fast_rcnn/fg_cls_accuracy": 0.6267754959769948, "iteration": 39259, "loss_box_reg": 0.239351999014616, "loss_cls": 0.2027615997940302, "loss_mask": 0.2518360819667578, "loss_rpn_cls": 0.031087320065125823, "loss_rpn_loc": 0.07584670977666974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930799544141498, "mask_rcnn/false_negative": 0.07999359730994185, "mask_rcnn/false_positive": 0.14020846340566623, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1580120078288019, "total_loss": 0.78455650806427} {"data_time": 0.013066817773506045, "eta_seconds": 58937.9215907678, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.32028875379939215, "fast_rcnn/fg_cls_accuracy": 0.6649249061326659, "iteration": 39279, "loss_box_reg": 0.25098153576254845, "loss_cls": 0.20945263467729092, "loss_mask": 0.25275132805109024, "loss_rpn_cls": 0.0364666220266372, "loss_rpn_loc": 0.0754050207324326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941058870098089, "mask_rcnn/false_negative": 0.08784971131990191, "mask_rcnn/false_positive": 0.12575583486186023, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1672147042118013, "total_loss": 0.8189979388844222} {"data_time": 0.013240942033007741, "eta_seconds": 58951.89025809523, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34116585138597716, "fast_rcnn/fg_cls_accuracy": 0.624641975308642, "iteration": 39299, "loss_box_reg": 0.2560465047135949, "loss_cls": 0.22139935661107302, "loss_mask": 0.25726413540542126, "loss_rpn_cls": 0.037204632768407464, "loss_rpn_loc": 0.07968035759404302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818589016116637, "mask_rcnn/false_negative": 0.08890720278550011, "mask_rcnn/false_positive": 0.1459695532564147, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 203.375, "rpn/num_pos_anchors": 52.625, "time": 1.1860882174223661, "total_loss": 0.8414490949362516} {"data_time": 0.013591424562036991, "eta_seconds": 58937.128552645445, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3318146111547525, "fast_rcnn/fg_cls_accuracy": 0.6340757029897535, "iteration": 39319, "loss_box_reg": 0.23593703284859657, "loss_cls": 0.19065391458570957, "loss_mask": 0.23953858949244022, "loss_rpn_cls": 0.027997640310786664, "loss_rpn_loc": 0.07594205951318145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876946906708811, "mask_rcnn/false_negative": 0.10108389123085175, "mask_rcnn/false_positive": 0.13204180347687183, "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": 1.1516039955895394, "total_loss": 0.7877078927122056} {"data_time": 0.012975981924682856, "eta_seconds": 58917.33839598484, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32854949208599105, "fast_rcnn/fg_cls_accuracy": 0.6444229834134745, "iteration": 39339, "loss_box_reg": 0.242919297888875, "loss_cls": 0.1999168936163187, "loss_mask": 0.2553122565150261, "loss_rpn_cls": 0.03116930671967566, "loss_rpn_loc": 0.07943600590806454, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816443618183443, "mask_rcnn/false_negative": 0.1032155735878362, "mask_rcnn/false_positive": 0.12552707064680058, "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": 1.1645043294411153, "total_loss": 0.8055482995696366} {"data_time": 0.0129129309207201, "eta_seconds": 58882.12470749393, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3611590237712881, "fast_rcnn/fg_cls_accuracy": 0.6138701185920921, "iteration": 39359, "loss_box_reg": 0.23171773925423622, "loss_cls": 0.19953473284840584, "loss_mask": 0.2507659327238798, "loss_rpn_cls": 0.028163490700535476, "loss_rpn_loc": 0.07458383706398308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890948058637791, "mask_rcnn/false_negative": 0.10250176487694973, "mask_rcnn/false_positive": 0.1301860483296945, "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": 1.147360018454492, "total_loss": 0.7767281918786466} {"data_time": 0.01308499719016254, "eta_seconds": 58862.758619226515, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.28481975655430714, "fast_rcnn/fg_cls_accuracy": 0.6882777777777778, "iteration": 39379, "loss_box_reg": 0.24554666876792908, "loss_cls": 0.194370087236166, "loss_mask": 0.2448305245488882, "loss_rpn_cls": 0.03378128819167614, "loss_rpn_loc": 0.0715595439542085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928646924594024, "mask_rcnn/false_negative": 0.08932597589447246, "mask_rcnn/false_positive": 0.12379803845471513, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1691703726537526, "total_loss": 0.7798164380365051} {"data_time": 0.012929212767630816, "eta_seconds": 58847.55868213251, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32151077631303615, "fast_rcnn/fg_cls_accuracy": 0.641082526376644, "iteration": 39399, "loss_box_reg": 0.23008783347904682, "loss_cls": 0.19420485943555832, "loss_mask": 0.24517217557877302, "loss_rpn_cls": 0.02844282705336809, "loss_rpn_loc": 0.07743469392880797, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890633733994233, "mask_rcnn/false_negative": 0.09114638380500531, "mask_rcnn/false_positive": 0.13421268660004207, "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": 1.1737631300929934, "total_loss": 0.7650737860240042} {"data_time": 0.012525207595899701, "eta_seconds": 58816.245178990066, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.28325667388167386, "fast_rcnn/fg_cls_accuracy": 0.6395659135385163, "iteration": 39419, "loss_box_reg": 0.2173336073756218, "loss_cls": 0.1732457261532545, "loss_mask": 0.24204455502331257, "loss_rpn_cls": 0.028306812862865627, "loss_rpn_loc": 0.05812172684818506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982370461771665, "mask_rcnn/false_negative": 0.09541316674054823, "mask_rcnn/false_positive": 0.11010539850003356, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1468615147750825, "total_loss": 0.6995656426297501} {"data_time": 0.013401929521933198, "eta_seconds": 58789.10397335887, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29906897955431827, "fast_rcnn/fg_cls_accuracy": 0.6836709486166008, "iteration": 39439, "loss_box_reg": 0.22882066667079926, "loss_cls": 0.19522645138204098, "loss_mask": 0.2610993813723326, "loss_rpn_cls": 0.025744902319274843, "loss_rpn_loc": 0.06683882884681225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936647114010492, "mask_rcnn/false_negative": 0.09095808365860014, "mask_rcnn/false_positive": 0.13062651377636553, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1597636621445417, "total_loss": 0.786120074801147} {"data_time": 0.012955227633938193, "eta_seconds": 58764.81403575279, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3076901866710784, "fast_rcnn/fg_cls_accuracy": 0.6548276732381727, "iteration": 39459, "loss_box_reg": 0.22464683279395103, "loss_cls": 0.19685987755656242, "loss_mask": 0.24175794050097466, "loss_rpn_cls": 0.0326475293841213, "loss_rpn_loc": 0.07883419748395681, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998814221273026, "mask_rcnn/false_negative": 0.07238370263248957, "mask_rcnn/false_positive": 0.11455169240055788, "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": 1.1549928316380829, "total_loss": 0.8144355921540409} {"data_time": 0.01297740824520588, "eta_seconds": 58742.59360629134, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.31419692186266773, "fast_rcnn/fg_cls_accuracy": 0.6667135658661082, "iteration": 39479, "loss_box_reg": 0.240513039752841, "loss_cls": 0.18013313692063093, "loss_mask": 0.245977146551013, "loss_rpn_cls": 0.033308320154901594, "loss_rpn_loc": 0.06326156971044838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891238493365475, "mask_rcnn/false_negative": 0.10516533247460379, "mask_rcnn/false_positive": 0.11391522139312954, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1550713705364615, "total_loss": 0.7734296941198409} {"data_time": 0.013247053604573011, "eta_seconds": 58687.25793296471, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30833932025421384, "fast_rcnn/fg_cls_accuracy": 0.6659950859950861, "iteration": 39499, "loss_box_reg": 0.23348350822925568, "loss_cls": 0.19658357510343194, "loss_mask": 0.24785260297358036, "loss_rpn_cls": 0.02719386015087366, "loss_rpn_loc": 0.07428504136623815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870746138007073, "mask_rcnn/false_negative": 0.10681720675244899, "mask_rcnn/false_positive": 0.12654207743938753, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.132214155048132, "total_loss": 0.7922600811580196} {"data_time": 0.013139157090336084, "eta_seconds": 58652.58861133829, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2898158516859525, "fast_rcnn/fg_cls_accuracy": 0.648907431210649, "iteration": 39519, "loss_box_reg": 0.2014161511324346, "loss_cls": 0.17650887183845043, "loss_mask": 0.2371828332543373, "loss_rpn_cls": 0.02694339072331786, "loss_rpn_loc": 0.06208382314071059, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035117723001054, "mask_rcnn/false_negative": 0.08598178437157666, "mask_rcnn/false_positive": 0.11536865313847347, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1465606449637562, "total_loss": 0.6840275134309195} {"data_time": 0.012656367616727948, "eta_seconds": 58603.56744814664, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3088442565186751, "fast_rcnn/fg_cls_accuracy": 0.6701046303519802, "iteration": 39539, "loss_box_reg": 0.24082463048398495, "loss_cls": 0.19121205154806376, "loss_mask": 0.23883663304150105, "loss_rpn_cls": 0.033220984507352114, "loss_rpn_loc": 0.07061607949435711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989283522377878, "mask_rcnn/false_negative": 0.08300509789254229, "mask_rcnn/false_positive": 0.11113005356368252, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.14754294953309, "total_loss": 0.793749367701821} {"data_time": 0.012318999040871859, "eta_seconds": 58565.33211072907, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3329600647598489, "fast_rcnn/fg_cls_accuracy": 0.6534213735963326, "iteration": 39559, "loss_box_reg": 0.2581166513264179, "loss_cls": 0.21080737560987473, "loss_mask": 0.2526576314121485, "loss_rpn_cls": 0.029511547880247235, "loss_rpn_loc": 0.07849302561953664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896041440448859, "mask_rcnn/false_negative": 0.096531861189598, "mask_rcnn/false_positive": 0.12093509488089008, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.1533435895107687, "total_loss": 0.80868413252756} {"data_time": 0.013484369264915586, "eta_seconds": 58542.11032955907, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.281001689857261, "fast_rcnn/fg_cls_accuracy": 0.7060256239156546, "iteration": 39579, "loss_box_reg": 0.24803012423217297, "loss_cls": 0.18506806530058384, "loss_mask": 0.24260689690709114, "loss_rpn_cls": 0.029702002182602882, "loss_rpn_loc": 0.06789804762229323, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012645766073072, "mask_rcnn/false_negative": 0.09217150289091709, "mask_rcnn/false_positive": 0.10875623663463282, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1638454687781632, "total_loss": 0.7794975707074627} {"data_time": 0.013465919066220522, "eta_seconds": 58514.0668803826, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3383644432031529, "fast_rcnn/fg_cls_accuracy": 0.6391798165991714, "iteration": 39599, "loss_box_reg": 0.23443620838224888, "loss_cls": 0.19590062648057938, "loss_mask": 0.2516181692481041, "loss_rpn_cls": 0.026795718353241682, "loss_rpn_loc": 0.0714314088691026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875921273609073, "mask_rcnn/false_negative": 0.09123779676776214, "mask_rcnn/false_positive": 0.1299972137936501, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1674840843770653, "total_loss": 0.7811583810253069} {"data_time": 0.01515894546173513, "eta_seconds": 58476.70635910705, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3100135444397739, "fast_rcnn/fg_cls_accuracy": 0.6512633478718604, "iteration": 39619, "loss_box_reg": 0.2626491207629442, "loss_cls": 0.20477941446006298, "loss_mask": 0.2514686658978462, "loss_rpn_cls": 0.029496225877664983, "loss_rpn_loc": 0.07445679232478142, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931951640004201, "mask_rcnn/false_negative": 0.09399531517342083, "mask_rcnn/false_positive": 0.12077834110598926, "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": 1.1377400925848633, "total_loss": 0.8073562103090808} {"data_time": 0.012577956775203347, "eta_seconds": 58454.356263279915, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.325494029633699, "fast_rcnn/fg_cls_accuracy": 0.6530918880002504, "iteration": 39639, "loss_box_reg": 0.22629507444798946, "loss_cls": 0.19337372481822968, "loss_mask": 0.23094528913497925, "loss_rpn_cls": 0.02872262557502836, "loss_rpn_loc": 0.06552437215577811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956012251120579, "mask_rcnn/false_negative": 0.09300084982994089, "mask_rcnn/false_positive": 0.11702647886029732, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1608373583294451, "total_loss": 0.7570757430512458} {"data_time": 0.012846509460359812, "eta_seconds": 58434.70344431698, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2737682165163081, "fast_rcnn/fg_cls_accuracy": 0.6778656126482214, "iteration": 39659, "loss_box_reg": 0.24762447737157345, "loss_cls": 0.18789033684879541, "loss_mask": 0.23963113874197006, "loss_rpn_cls": 0.030943845340516418, "loss_rpn_loc": 0.06209519784897566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971604170265925, "mask_rcnn/false_negative": 0.09985960422295617, "mask_rcnn/false_positive": 0.10156268826529702, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.163063874002546, "total_loss": 0.7607579753967002} {"data_time": 0.013833060627803206, "eta_seconds": 58408.935807626694, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3252060838267735, "fast_rcnn/fg_cls_accuracy": 0.6704835713456403, "iteration": 39679, "loss_box_reg": 0.24011117219924927, "loss_cls": 0.20009121764451265, "loss_mask": 0.24748798459768295, "loss_rpn_cls": 0.026054448331706226, "loss_rpn_loc": 0.06423316593281925, "lr": 0.0001, "mask_rcnn/accuracy": 0.900106545359463, "mask_rcnn/false_negative": 0.08587331497699358, "mask_rcnn/false_positive": 0.12361679797777032, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.160838120849803, "total_loss": 0.7662515263655223} {"data_time": 0.012703855521976948, "eta_seconds": 58383.84934226051, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3728119600330554, "fast_rcnn/fg_cls_accuracy": 0.5957009797460568, "iteration": 39699, "loss_box_reg": 0.24104686826467514, "loss_cls": 0.19817184004932642, "loss_mask": 0.24537044391036034, "loss_rpn_cls": 0.032420036499388516, "loss_rpn_loc": 0.06905156839638948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905125889498748, "mask_rcnn/false_negative": 0.09958784215705216, "mask_rcnn/false_positive": 0.11528437891564144, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1458104632329196, "total_loss": 0.7841585277346894} {"data_time": 0.015149799175560474, "eta_seconds": 58362.505810959265, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.29986766427444395, "fast_rcnn/fg_cls_accuracy": 0.6716240576860046, "iteration": 39719, "loss_box_reg": 0.24043709598481655, "loss_cls": 0.1977870985865593, "loss_mask": 0.2531215101480484, "loss_rpn_cls": 0.03590517630800605, "loss_rpn_loc": 0.0859798644669354, "lr": 0.0001, "mask_rcnn/accuracy": 0.889935204358959, "mask_rcnn/false_negative": 0.09931574113561623, "mask_rcnn/false_positive": 0.11442879746441234, "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": 1.1631799009628594, "total_loss": 0.8318198455235688} {"data_time": 0.012846203055232763, "eta_seconds": 58338.2832762599, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.29848919947376606, "fast_rcnn/fg_cls_accuracy": 0.6738497409873079, "iteration": 39739, "loss_box_reg": 0.22802147548645735, "loss_cls": 0.18722043372690678, "loss_mask": 0.23827308602631092, "loss_rpn_cls": 0.033016413217410445, "loss_rpn_loc": 0.07969579426571727, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020469196034812, "mask_rcnn/false_negative": 0.08807325791998011, "mask_rcnn/false_positive": 0.11292820170008638, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1384906738530844, "total_loss": 0.7757636706810445} {"data_time": 0.01349408202804625, "eta_seconds": 58315.068678855896, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.34635117204776644, "fast_rcnn/fg_cls_accuracy": 0.609349628699474, "iteration": 39759, "loss_box_reg": 0.22747732885181904, "loss_cls": 0.1806356217712164, "loss_mask": 0.24788292683660984, "loss_rpn_cls": 0.030571237206459045, "loss_rpn_loc": 0.06622336874715984, "lr": 0.0001, "mask_rcnn/accuracy": 0.887217891135234, "mask_rcnn/false_negative": 0.10119270037546498, "mask_rcnn/false_positive": 0.12493799152723485, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.1623131074011326, "total_loss": 0.7322833057260141} {"data_time": 0.01296568545512855, "eta_seconds": 58289.74751472473, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3418392080543514, "fast_rcnn/fg_cls_accuracy": 0.6091262476284748, "iteration": 39779, "loss_box_reg": 0.23941944260150194, "loss_cls": 0.18883965257555246, "loss_mask": 0.23932933434844017, "loss_rpn_cls": 0.027481050812639296, "loss_rpn_loc": 0.06452830880880356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900353562477623, "mask_rcnn/false_negative": 0.09516825133777057, "mask_rcnn/false_positive": 0.13033283270199833, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1766680623404682, "total_loss": 0.7518198108300567} {"data_time": 0.011652989545837045, "eta_seconds": 58251.100896438584, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3331863185576614, "fast_rcnn/fg_cls_accuracy": 0.6399182213135701, "iteration": 39799, "loss_box_reg": 0.23919961415231228, "loss_cls": 0.18693069694563746, "loss_mask": 0.24582569114863873, "loss_rpn_cls": 0.03056227567140013, "loss_rpn_loc": 0.0771900862455368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904706619550808, "mask_rcnn/false_negative": 0.09560999078290335, "mask_rcnn/false_positive": 0.11685258083885541, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1385565709788352, "total_loss": 0.8068538731313311} {"data_time": 0.012282843934372067, "eta_seconds": 58222.115579247475, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3300395256916996, "fast_rcnn/fg_cls_accuracy": 0.6198263068213049, "iteration": 39819, "loss_box_reg": 0.23316302429884672, "loss_cls": 0.20500004850327969, "loss_mask": 0.2584827300161123, "loss_rpn_cls": 0.03386980458162725, "loss_rpn_loc": 0.07441914221271873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913813363889841, "mask_rcnn/false_negative": 0.09059232836156124, "mask_rcnn/false_positive": 0.13424185174094594, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1631379597820342, "total_loss": 0.8192207342945039} {"data_time": 0.011187944561243057, "eta_seconds": 58186.17252487689, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3459858241744407, "fast_rcnn/fg_cls_accuracy": 0.6229362684182496, "iteration": 39839, "loss_box_reg": 0.22628246434032917, "loss_cls": 0.18356167431920767, "loss_mask": 0.2453641053289175, "loss_rpn_cls": 0.030392803950235248, "loss_rpn_loc": 0.08349022234324366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897671383321895, "mask_rcnn/false_negative": 0.0918297225078343, "mask_rcnn/false_positive": 0.14432203964001633, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.138615702977404, "total_loss": 0.7626421530731022} {"data_time": 0.013438417576253414, "eta_seconds": 58166.688428521156, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.342855363408001, "fast_rcnn/fg_cls_accuracy": 0.6443407585791692, "iteration": 39859, "loss_box_reg": 0.23734738025814295, "loss_cls": 0.20191463455557823, "loss_mask": 0.2608864847570658, "loss_rpn_cls": 0.02982838056050241, "loss_rpn_loc": 0.07702934043481946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793504084412318, "mask_rcnn/false_negative": 0.09321525528855945, "mask_rcnn/false_positive": 0.14124594724727352, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.173160846810788, "total_loss": 0.809977017226629} {"data_time": 0.012413824209943414, "eta_seconds": 58143.48671793938, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3419142708208027, "fast_rcnn/fg_cls_accuracy": 0.6009998058629392, "iteration": 39879, "loss_box_reg": 0.23681762162595987, "loss_cls": 0.19389043049886823, "loss_mask": 0.23980306461453438, "loss_rpn_cls": 0.027563226904021576, "loss_rpn_loc": 0.06567920802626759, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915267109560865, "mask_rcnn/false_negative": 0.09684277377786048, "mask_rcnn/false_positive": 0.12173756780345085, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.164457008941099, "total_loss": 0.7544292781385593} {"data_time": 0.012005281634628773, "eta_seconds": 58145.25608732365, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.30214922421439894, "fast_rcnn/fg_cls_accuracy": 0.6578715767312637, "iteration": 39899, "loss_box_reg": 0.24934763088822365, "loss_cls": 0.19342879951000214, "loss_mask": 0.25160568580031395, "loss_rpn_cls": 0.03177588921971619, "loss_rpn_loc": 0.07931926473975182, "lr": 0.0001, "mask_rcnn/accuracy": 0.886491442248668, "mask_rcnn/false_negative": 0.0974122095320063, "mask_rcnn/false_positive": 0.12319784026797535, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.170433851890266, "total_loss": 0.7849578727036715} {"data_time": 0.012373303296044469, "eta_seconds": 58114.883018657565, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3541507581542489, "fast_rcnn/fg_cls_accuracy": 0.6126488095238095, "iteration": 39919, "loss_box_reg": 0.2205954110249877, "loss_cls": 0.18157532531768084, "loss_mask": 0.24495375342667103, "loss_rpn_cls": 0.029987948248162866, "loss_rpn_loc": 0.06979370070621371, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867930946711358, "mask_rcnn/false_negative": 0.09174898343711374, "mask_rcnn/false_positive": 0.12167601868409413, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1654030261561275, "total_loss": 0.754166315542534} {"data_time": 0.013471841113641858, "eta_seconds": 58098.8327291701, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.31762497937634054, "fast_rcnn/fg_cls_accuracy": 0.6597664543524415, "iteration": 39939, "loss_box_reg": 0.24931995011866093, "loss_cls": 0.18496884778141975, "loss_mask": 0.23881120420992374, "loss_rpn_cls": 0.02885600773151964, "loss_rpn_loc": 0.07890876708552241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960073269234434, "mask_rcnn/false_negative": 0.09184709674997489, "mask_rcnn/false_positive": 0.1193029757249727, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1688081833999604, "total_loss": 0.7838071670848876} {"data_time": 0.013097675750032067, "eta_seconds": 58096.109259808436, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34504060026724226, "fast_rcnn/fg_cls_accuracy": 0.6337779468093776, "iteration": 39959, "loss_box_reg": 0.2235227022320032, "loss_cls": 0.1834439728409052, "loss_mask": 0.24115619249641895, "loss_rpn_cls": 0.026004128623753786, "loss_rpn_loc": 0.05890307552181184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855263513451357, "mask_rcnn/false_negative": 0.1118653792876278, "mask_rcnn/false_positive": 0.10689699785758139, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1627397413831204, "total_loss": 0.7446515006013215} {"data_time": 0.012728206813335419, "eta_seconds": 58081.81831531692, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3103286742997832, "fast_rcnn/fg_cls_accuracy": 0.6729415904292751, "iteration": 39979, "loss_box_reg": 0.24295482970774174, "loss_cls": 0.20490281283855438, "loss_mask": 0.24549642391502857, "loss_rpn_cls": 0.026532628806307912, "loss_rpn_loc": 0.0687297887634486, "lr": 0.0001, "mask_rcnn/accuracy": 0.891224638543464, "mask_rcnn/false_negative": 0.09069070557323129, "mask_rcnn/false_positive": 0.11154396728174651, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1733109031338245, "total_loss": 0.8160150993498974} {"bbox/AP": 38.11403783137258, "bbox/AP-airplane": 61.449245161744855, "bbox/AP-apple": 19.418141090297496, "bbox/AP-backpack": 13.768261063942361, "bbox/AP-banana": 22.437701302555453, "bbox/AP-baseball bat": 27.672447669923596, "bbox/AP-baseball glove": 36.68250064695386, "bbox/AP-bear": 69.67452290313881, "bbox/AP-bed": 35.1332761103013, "bbox/AP-bench": 22.84447971951322, "bbox/AP-bicycle": 29.11911530209072, "bbox/AP-bird": 35.55919449100493, "bbox/AP-boat": 23.280962236328758, "bbox/AP-book": 15.048581657239305, "bbox/AP-bottle": 37.783202202776046, "bbox/AP-bowl": 40.122316419881194, "bbox/AP-broccoli": 22.4298128902561, "bbox/AP-bus": 59.44013532981879, "bbox/AP-cake": 31.556422239968914, "bbox/AP-car": 42.43197423793513, "bbox/AP-carrot": 19.85857784863821, "bbox/AP-cat": 63.53022858580386, "bbox/AP-cell phone": 34.496422786305565, "bbox/AP-chair": 25.415024058329294, "bbox/AP-clock": 52.188741744983226, "bbox/AP-couch": 37.028068570461365, "bbox/AP-cow": 51.643281753812, "bbox/AP-cup": 38.28293653188861, "bbox/AP-dining table": 25.10935185319787, "bbox/AP-dog": 57.358189884483814, "bbox/AP-donut": 41.54435647390912, "bbox/AP-elephant": 60.84310020442897, "bbox/AP-fire hydrant": 66.05894510027595, "bbox/AP-fork": 29.553855971951247, "bbox/AP-frisbee": 60.8412738164931, "bbox/AP-giraffe": 62.66294060923207, "bbox/AP-hair drier": 1.4496699669966995, "bbox/AP-handbag": 12.52477707639342, "bbox/AP-horse": 52.91562735664481, "bbox/AP-hot dog": 27.713483457455006, "bbox/AP-keyboard": 45.76217575215325, "bbox/AP-kite": 41.84821474519686, "bbox/AP-knife": 15.786213575923917, "bbox/AP-laptop": 53.68431463658766, "bbox/AP-microwave": 49.22031425649811, "bbox/AP-motorcycle": 38.855614058142365, "bbox/AP-mouse": 60.2034440713465, "bbox/AP-orange": 28.58009623731949, "bbox/AP-oven": 30.769383080518605, "bbox/AP-parking meter": 40.83275164019088, "bbox/AP-person": 52.938301830749026, "bbox/AP-pizza": 47.91205498725999, "bbox/AP-potted plant": 26.032309730994818, "bbox/AP-refrigerator": 49.84218386857925, "bbox/AP-remote": 28.34062065311487, "bbox/AP-sandwich": 31.036373909285047, "bbox/AP-scissors": 16.001330753678857, "bbox/AP-sheep": 48.47896359446844, "bbox/AP-sink": 33.143473220968744, "bbox/AP-skateboard": 44.72683957747287, "bbox/AP-skis": 19.589757947379436, "bbox/AP-snowboard": 30.937822196389263, "bbox/AP-spoon": 13.145886297366555, "bbox/AP-sports ball": 47.85765506119968, "bbox/AP-stop sign": 63.334216466672345, "bbox/AP-suitcase": 32.59621458046722, "bbox/AP-surfboard": 34.67866780433057, "bbox/AP-teddy bear": 42.345874752472156, "bbox/AP-tennis racket": 43.54270329910347, "bbox/AP-tie": 29.368883204790674, "bbox/AP-toaster": 29.245226042874563, "bbox/AP-toilet": 53.52765471603366, "bbox/AP-toothbrush": 23.21759318321948, "bbox/AP-traffic light": 25.753683734230883, "bbox/AP-train": 59.39281638485119, "bbox/AP-truck": 30.1919499710496, "bbox/AP-tv": 51.45615846451514, "bbox/AP-umbrella": 34.708029500457336, "bbox/AP-vase": 36.84374932192276, "bbox/AP-wine glass": 33.634815573898905, "bbox/AP-zebra": 62.88754749877709, "bbox/AP50": 60.65036195719446, "bbox/AP75": 41.424306101732604, "bbox/APl": 49.74162785334878, "bbox/APm": 42.07725308748033, "bbox/APs": 23.53138915818262, "data_time": 0.013800951419398189, "eta_seconds": 58077.52516120672, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.33763349057968917, "fast_rcnn/fg_cls_accuracy": 0.6489242206088084, "iteration": 39999, "loss_box_reg": 0.2216666229069233, "loss_cls": 0.19787094183266163, "loss_mask": 0.23964708484709263, "loss_rpn_cls": 0.028257585829123855, "loss_rpn_loc": 0.07051705522462726, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984655320193423, "mask_rcnn/false_negative": 0.09323406724885376, "mask_rcnn/false_positive": 0.12088583910742853, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "segm/AP": 36.051625915228705, "segm/AP-airplane": 50.15686204720182, "segm/AP-apple": 19.956026244804832, "segm/AP-backpack": 14.480636259736348, "segm/AP-banana": 19.61527244523826, "segm/AP-baseball bat": 23.901614453837926, "segm/AP-baseball glove": 40.45232394174768, "segm/AP-bear": 69.5992159322005, "segm/AP-bed": 27.017224461924783, "segm/AP-bench": 17.075691914750173, "segm/AP-bicycle": 17.543944780796753, "segm/AP-bird": 31.017653941424683, "segm/AP-boat": 22.590745767566823, "segm/AP-book": 11.189680269661258, "segm/AP-bottle": 37.38658760462338, "segm/AP-bowl": 38.80664789684074, "segm/AP-broccoli": 20.83885033224343, "segm/AP-bus": 61.654675277120404, "segm/AP-cake": 35.29827352056628, "segm/AP-car": 40.887731817273114, "segm/AP-carrot": 17.828450696385893, "segm/AP-cat": 66.55493199251403, "segm/AP-cell phone": 35.09910268359236, "segm/AP-chair": 18.007542246084693, "segm/AP-clock": 52.33620694464347, "segm/AP-couch": 32.426467302821784, "segm/AP-cow": 45.09736558093653, "segm/AP-cup": 39.10811844468956, "segm/AP-dining table": 13.53730564291234, "segm/AP-dog": 57.98174235836061, "segm/AP-donut": 43.76730610181557, "segm/AP-elephant": 55.29398719381403, "segm/AP-fire hydrant": 66.08738663687745, "segm/AP-fork": 16.070225743440353, "segm/AP-frisbee": 63.5734582571284, "segm/AP-giraffe": 50.59139952871894, "segm/AP-hair drier": 1.7739273927392738, "segm/AP-handbag": 12.386212840851933, "segm/AP-horse": 40.22052044107485, "segm/AP-hot dog": 21.327812841234323, "segm/AP-keyboard": 46.327446292037095, "segm/AP-kite": 31.54083852626116, "segm/AP-knife": 11.460912114384234, "segm/AP-laptop": 56.87558283715095, "segm/AP-microwave": 51.97154370459089, "segm/AP-motorcycle": 30.020476309601918, "segm/AP-mouse": 60.311305382366534, "segm/AP-orange": 28.864639693194537, "segm/AP-oven": 28.5579936256652, "segm/AP-parking meter": 45.615921095139264, "segm/AP-person": 46.26548189472967, "segm/AP-pizza": 48.872520590222464, "segm/AP-potted plant": 21.995319320054975, "segm/AP-refrigerator": 53.31630246832268, "segm/AP-remote": 27.638721147865663, "segm/AP-sandwich": 34.11305736506405, "segm/AP-scissors": 16.416965205005983, "segm/AP-sheep": 43.84355488447722, "segm/AP-sink": 32.08812577604223, "segm/AP-skateboard": 26.717270355283162, "segm/AP-skis": 3.088696981423039, "segm/AP-snowboard": 21.646735798857286, "segm/AP-spoon": 9.385078960444067, "segm/AP-sports ball": 48.85122794559039, "segm/AP-stop sign": 65.09204502205769, "segm/AP-suitcase": 35.01401250719274, "segm/AP-surfboard": 31.616477723545287, "segm/AP-teddy bear": 44.51693993337232, "segm/AP-tennis racket": 53.511500561816646, "segm/AP-tie": 29.42078658554179, "segm/AP-toaster": 39.050932120239054, "segm/AP-toilet": 53.763026573492354, "segm/AP-toothbrush": 16.876726779414213, "segm/AP-traffic light": 26.558501328954208, "segm/AP-train": 60.765290784664536, "segm/AP-truck": 31.10308752022287, "segm/AP-tv": 54.5144875416314, "segm/AP-umbrella": 43.700606118903536, "segm/AP-vase": 38.022045513674755, "segm/AP-wine glass": 30.196990066467077, "segm/AP-zebra": 56.081768483135896, "segm/AP50": 57.76093164621415, "segm/AP75": 38.28705676009746, "segm/APl": 52.048144192951604, "segm/APm": 38.98406035366047, "segm/APs": 18.38210715503345, "time": 1.1692782882601023, "total_loss": 0.7617384343175218} {"data_time": 0.01244680816307664, "eta_seconds": 58058.58275871724, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3884271466238679, "fast_rcnn/fg_cls_accuracy": 0.5905361305361305, "iteration": 40019, "loss_box_reg": 0.21601546090096235, "loss_cls": 0.183723958209157, "loss_mask": 0.242332911118865, "loss_rpn_cls": 0.02745167736429721, "loss_rpn_loc": 0.060928290244191885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850114534480565, "mask_rcnn/false_negative": 0.10282402608568955, "mask_rcnn/false_positive": 0.11882602356150859, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1552071787882596, "total_loss": 0.7275093547068536} {"data_time": 0.012193634873256087, "eta_seconds": 58008.00936264917, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3407842157842158, "fast_rcnn/fg_cls_accuracy": 0.6319294844176361, "iteration": 40039, "loss_box_reg": 0.2423134157434106, "loss_cls": 0.19637030269950628, "loss_mask": 0.2559710666537285, "loss_rpn_cls": 0.033110400196164846, "loss_rpn_loc": 0.07697723712772131, "lr": 0.0001, "mask_rcnn/accuracy": 0.886603618246047, "mask_rcnn/false_negative": 0.10280546931304355, "mask_rcnn/false_positive": 0.12449058690722724, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1422127611003816, "total_loss": 0.8139174208045006} {"data_time": 0.012894263956695795, "eta_seconds": 57967.85083928611, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.35374335507518584, "fast_rcnn/fg_cls_accuracy": 0.616464757709251, "iteration": 40059, "loss_box_reg": 0.2518029101192951, "loss_cls": 0.2064776560291648, "loss_mask": 0.2515414319932461, "loss_rpn_cls": 0.025811245082877576, "loss_rpn_loc": 0.07124358601868153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957310921692787, "mask_rcnn/false_negative": 0.09360309843855727, "mask_rcnn/false_positive": 0.1213872871470235, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1538100943434983, "total_loss": 0.8189223781228065} {"data_time": 0.011921288911253214, "eta_seconds": 57941.54113769531, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.32096712950134954, "fast_rcnn/fg_cls_accuracy": 0.6250861979795194, "iteration": 40079, "loss_box_reg": 0.24060724209994078, "loss_cls": 0.19346172828227282, "loss_mask": 0.2539781630039215, "loss_rpn_cls": 0.033428880269639194, "loss_rpn_loc": 0.07870950433425605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882244387911439, "mask_rcnn/false_negative": 0.08305455092137651, "mask_rcnn/false_positive": 0.11763141899110906, "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": 1.1615974616724998, "total_loss": 0.8061702955747023} {"data_time": 0.012215738883242011, "eta_seconds": 57929.04363395646, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.30083720734554786, "fast_rcnn/fg_cls_accuracy": 0.6690023489080752, "iteration": 40099, "loss_box_reg": 0.2549887537024915, "loss_cls": 0.20972879230976105, "loss_mask": 0.2613354865461588, "loss_rpn_cls": 0.03150081401690841, "loss_rpn_loc": 0.07460548426024616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835745427587405, "mask_rcnn/false_negative": 0.10701983428289727, "mask_rcnn/false_positive": 0.13960778042864558, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1684619756415486, "total_loss": 0.8538573476835154} {"data_time": 0.01220996561460197, "eta_seconds": 57897.349922517315, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30414648910411624, "fast_rcnn/fg_cls_accuracy": 0.6487684729064039, "iteration": 40119, "loss_box_reg": 0.23172848857939243, "loss_cls": 0.19753231294453144, "loss_mask": 0.2504885345697403, "loss_rpn_cls": 0.030935474671423435, "loss_rpn_loc": 0.06549832527525723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895914442651581, "mask_rcnn/false_negative": 0.10115085677325499, "mask_rcnn/false_positive": 0.11297244185046143, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1603153059259057, "total_loss": 0.7948838917072862} {"data_time": 0.011772959725931287, "eta_seconds": 57897.871988941915, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27868995938944124, "fast_rcnn/fg_cls_accuracy": 0.6980490523968785, "iteration": 40139, "loss_box_reg": 0.24446826614439487, "loss_cls": 0.1970958998426795, "loss_mask": 0.2563794180750847, "loss_rpn_cls": 0.03180684405378997, "loss_rpn_loc": 0.07979735569097102, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032073466893069, "mask_rcnn/false_negative": 0.08115659107912629, "mask_rcnn/false_positive": 0.10289515689876101, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1686597699299455, "total_loss": 0.8122909765224904} {"data_time": 0.012200063094496727, "eta_seconds": 57868.6786756292, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2934382708307204, "fast_rcnn/fg_cls_accuracy": 0.6978722996047734, "iteration": 40159, "loss_box_reg": 0.22720629535615444, "loss_cls": 0.1871015471406281, "loss_mask": 0.2616435084491968, "loss_rpn_cls": 0.029245033860206604, "loss_rpn_loc": 0.06250247708521783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871345991903714, "mask_rcnn/false_negative": 0.0963242551659638, "mask_rcnn/false_positive": 0.1279237112583795, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.160797335440293, "total_loss": 0.7792310604127124} {"data_time": 0.013432095991447568, "eta_seconds": 57826.9499168871, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3219485530546624, "fast_rcnn/fg_cls_accuracy": 0.6546753696286407, "iteration": 40179, "loss_box_reg": 0.22008457407355309, "loss_cls": 0.18750489130616188, "loss_mask": 0.24089768342673779, "loss_rpn_cls": 0.034166533034294844, "loss_rpn_loc": 0.06331185495946556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886161362702968, "mask_rcnn/false_negative": 0.10173943553892163, "mask_rcnn/false_positive": 0.12298070683670838, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1833794200792909, "total_loss": 0.7312878596130759} {"data_time": 0.012121389154344797, "eta_seconds": 57789.95955130085, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.33828341995984934, "fast_rcnn/fg_cls_accuracy": 0.6132522858572533, "iteration": 40199, "loss_box_reg": 0.23590106144547462, "loss_cls": 0.20312630850821733, "loss_mask": 0.25501066260039806, "loss_rpn_cls": 0.03296823089476675, "loss_rpn_loc": 0.0656635940540582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902114662836209, "mask_rcnn/false_negative": 0.09354569348706061, "mask_rcnn/false_positive": 0.12977565660624302, "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": 1.1441445560194552, "total_loss": 0.8073024441255257} {"data_time": 0.011728578945621848, "eta_seconds": 57780.52121362183, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2975147505810835, "fast_rcnn/fg_cls_accuracy": 0.6726528395827898, "iteration": 40219, "loss_box_reg": 0.21691324189305305, "loss_cls": 0.19309750758111477, "loss_mask": 0.23955176677554846, "loss_rpn_cls": 0.03196647751610726, "loss_rpn_loc": 0.0696053123101592, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968967717362232, "mask_rcnn/false_negative": 0.09498433643105025, "mask_rcnn/false_positive": 0.11326643345921114, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 1.1737919833976775, "total_loss": 0.7427583015523851} {"data_time": 0.012131636962294579, "eta_seconds": 57764.6159607172, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3121883168647226, "fast_rcnn/fg_cls_accuracy": 0.6551211977186312, "iteration": 40239, "loss_box_reg": 0.21942004561424255, "loss_cls": 0.19001901289448142, "loss_mask": 0.24021081067621708, "loss_rpn_cls": 0.027515182737261057, "loss_rpn_loc": 0.05800354387611151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995408106615901, "mask_rcnn/false_negative": 0.0887395030773969, "mask_rcnn/false_positive": 0.1076626024857925, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1696598946582526, "total_loss": 0.7542893588542938} {"data_time": 0.01198134757578373, "eta_seconds": 57765.27264025994, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3608672936259143, "fast_rcnn/fg_cls_accuracy": 0.5918482647296206, "iteration": 40259, "loss_box_reg": 0.2385918740183115, "loss_cls": 0.19958643056452274, "loss_mask": 0.2445025909692049, "loss_rpn_cls": 0.03291271277703345, "loss_rpn_loc": 0.07414437364786863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892738321105926, "mask_rcnn/false_negative": 0.09249119840007847, "mask_rcnn/false_positive": 0.12018709567488986, "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": 1.1681449310854077, "total_loss": 0.7926044203341007} {"data_time": 0.012152713956311345, "eta_seconds": 57756.5573181957, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3143324022877121, "fast_rcnn/fg_cls_accuracy": 0.641928732720163, "iteration": 40279, "loss_box_reg": 0.23085865937173367, "loss_cls": 0.19221439771354198, "loss_mask": 0.24184611439704895, "loss_rpn_cls": 0.03000971105939243, "loss_rpn_loc": 0.06896686111576855, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990135405488532, "mask_rcnn/false_negative": 0.08033305055585092, "mask_rcnn/false_positive": 0.11279897946581283, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.1739647495560348, "total_loss": 0.7754203747026622} {"data_time": 0.012575022876262665, "eta_seconds": 57697.806618665345, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.28854277286135693, "fast_rcnn/fg_cls_accuracy": 0.660724765258216, "iteration": 40299, "loss_box_reg": 0.23071485105901957, "loss_cls": 0.18927914276719093, "loss_mask": 0.2411506399512291, "loss_rpn_cls": 0.03208835399709642, "loss_rpn_loc": 0.0599139470141381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948364565137661, "mask_rcnn/false_negative": 0.0819045945957559, "mask_rcnn/false_positive": 0.13097454142177967, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1611715517938137, "total_loss": 0.7562291556969285} {"data_time": 0.012924069538712502, "eta_seconds": 57688.15692041069, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3701241134751773, "fast_rcnn/fg_cls_accuracy": 0.6060333633003696, "iteration": 40319, "loss_box_reg": 0.23420844972133636, "loss_cls": 0.20073117036372423, "loss_mask": 0.24738430604338646, "loss_rpn_cls": 0.029216782306320965, "loss_rpn_loc": 0.060855704941786826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941581473686218, "mask_rcnn/false_negative": 0.11064541760907379, "mask_rcnn/false_positive": 0.11273587468689508, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1637913039885461, "total_loss": 0.7886048734653741} {"data_time": 0.011574073694646358, "eta_seconds": 57659.68264509924, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.32391623248520407, "fast_rcnn/fg_cls_accuracy": 0.6407105893669893, "iteration": 40339, "loss_box_reg": 0.23896613158285618, "loss_cls": 0.19779810681939125, "loss_mask": 0.2503474112600088, "loss_rpn_cls": 0.03125973278656602, "loss_rpn_loc": 0.06584469066001475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905565005323974, "mask_rcnn/false_negative": 0.09306276061593663, "mask_rcnn/false_positive": 0.12654169175736035, "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": 1.1525868196040392, "total_loss": 0.813147648004815} {"data_time": 0.01186109846457839, "eta_seconds": 57680.611871378496, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2790845070422535, "fast_rcnn/fg_cls_accuracy": 0.6777516953573292, "iteration": 40359, "loss_box_reg": 0.24177848547697067, "loss_cls": 0.2088493723422289, "loss_mask": 0.2574432324618101, "loss_rpn_cls": 0.03252918738871813, "loss_rpn_loc": 0.0823235905263573, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889652270222772, "mask_rcnn/false_negative": 0.09393522176022026, "mask_rcnn/false_positive": 0.13282163238982397, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1775219896808267, "total_loss": 0.8170745586976409} {"data_time": 0.013174711959436536, "eta_seconds": 57649.272234281525, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.338761121369817, "fast_rcnn/fg_cls_accuracy": 0.6157987353853496, "iteration": 40379, "loss_box_reg": 0.23495806381106377, "loss_cls": 0.18645852338522673, "loss_mask": 0.24934760481119156, "loss_rpn_cls": 0.02204193640500307, "loss_rpn_loc": 0.06429321959149092, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944958723019947, "mask_rcnn/false_negative": 0.09249964833882293, "mask_rcnn/false_positive": 0.12160352314056143, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.1673462726175785, "total_loss": 0.795726809068583} {"data_time": 0.01263202354311943, "eta_seconds": 57612.06810511649, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3002242152466368, "fast_rcnn/fg_cls_accuracy": 0.6585453621777232, "iteration": 40399, "loss_box_reg": 0.22796732001006603, "loss_cls": 0.1864538062363863, "loss_mask": 0.2502783853560686, "loss_rpn_cls": 0.027901118621230125, "loss_rpn_loc": 0.06532801687717438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980376167804395, "mask_rcnn/false_negative": 0.08757854658473453, "mask_rcnn/false_positive": 0.11531680350538179, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1580586729105562, "total_loss": 0.7840013513341546} {"data_time": 0.011912367539480329, "eta_seconds": 57593.92823483795, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31475748194014447, "fast_rcnn/fg_cls_accuracy": 0.667763157894737, "iteration": 40419, "loss_box_reg": 0.2333308020606637, "loss_cls": 0.1966975089162588, "loss_mask": 0.23634598590433598, "loss_rpn_cls": 0.02634155098348856, "loss_rpn_loc": 0.06183624861296266, "lr": 0.0001, "mask_rcnn/accuracy": 0.890770908963536, "mask_rcnn/false_negative": 0.09464716361738648, "mask_rcnn/false_positive": 0.11950157757369931, "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": 1.1573912329040468, "total_loss": 0.7686361491214484} {"data_time": 0.011999511159956455, "eta_seconds": 57579.56331985071, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3589038241117016, "fast_rcnn/fg_cls_accuracy": 0.6187550788233382, "iteration": 40439, "loss_box_reg": 0.24010112509131432, "loss_cls": 0.20446483045816422, "loss_mask": 0.2520767077803612, "loss_rpn_cls": 0.03256516228429973, "loss_rpn_loc": 0.07543153036385775, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925202161756997, "mask_rcnn/false_negative": 0.08869283778458159, "mask_rcnn/false_positive": 0.11194452694189558, "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": 1.1674654874950647, "total_loss": 0.7987978259334341} {"data_time": 0.012252291198819876, "eta_seconds": 57578.985180296004, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.29540235623003197, "fast_rcnn/fg_cls_accuracy": 0.6363393096066363, "iteration": 40459, "loss_box_reg": 0.25552636198699474, "loss_cls": 0.20970209408551455, "loss_mask": 0.24496804736554623, "loss_rpn_cls": 0.03529913176316768, "loss_rpn_loc": 0.07151804817840457, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003815788229956, "mask_rcnn/false_negative": 0.08677199530818458, "mask_rcnn/false_positive": 0.12566395895730675, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1834898691158742, "total_loss": 0.8321107006631792} {"data_time": 0.012242581695318222, "eta_seconds": 57573.24932631105, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3094644115574348, "fast_rcnn/fg_cls_accuracy": 0.668409090909091, "iteration": 40479, "loss_box_reg": 0.24007979407906532, "loss_cls": 0.20009860023856163, "loss_mask": 0.2520989328622818, "loss_rpn_cls": 0.02606483269482851, "loss_rpn_loc": 0.07059014635160565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946861847038294, "mask_rcnn/false_negative": 0.08828419637307611, "mask_rcnn/false_positive": 0.10757178259418129, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1625060418155044, "total_loss": 0.7709100356005365} {"data_time": 0.01302690152078867, "eta_seconds": 57590.02601110842, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3416471375962504, "fast_rcnn/fg_cls_accuracy": 0.6306087882307394, "iteration": 40499, "loss_box_reg": 0.27077579498291016, "loss_cls": 0.22598085459321737, "loss_mask": 0.24999703839421272, "loss_rpn_cls": 0.028733578510582447, "loss_rpn_loc": 0.07838380802422762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891962514172336, "mask_rcnn/false_negative": 0.10442516095186269, "mask_rcnn/false_positive": 0.12810193216551313, "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": 1.176573523087427, "total_loss": 0.845221514464356} {"data_time": 0.012595972279086709, "eta_seconds": 57559.57859237678, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2978185112907722, "fast_rcnn/fg_cls_accuracy": 0.6497821350762527, "iteration": 40519, "loss_box_reg": 0.24091532826423645, "loss_cls": 0.195101504214108, "loss_mask": 0.24747578985989094, "loss_rpn_cls": 0.025748539832420647, "loss_rpn_loc": 0.06394236022606492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861268408462286, "mask_rcnn/false_negative": 0.09411309770083466, "mask_rcnn/false_positive": 0.13196523135536872, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1543305560480803, "total_loss": 0.7810390091035515} {"data_time": 0.011818398954346776, "eta_seconds": 57543.48861635197, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2882191780821918, "fast_rcnn/fg_cls_accuracy": 0.6927115716753023, "iteration": 40539, "loss_box_reg": 0.2574692741036415, "loss_cls": 0.19359875563532114, "loss_mask": 0.24401608295738697, "loss_rpn_cls": 0.03860391856869683, "loss_rpn_loc": 0.07962533552199602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950588151927438, "mask_rcnn/false_negative": 0.07768274698907857, "mask_rcnn/false_positive": 0.11906456375263028, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1557932384312153, "total_loss": 0.8042567296652123} {"data_time": 0.012100395513698459, "eta_seconds": 57541.250381693244, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3734964927325901, "fast_rcnn/fg_cls_accuracy": 0.607611500632973, "iteration": 40559, "loss_box_reg": 0.2213637623935938, "loss_cls": 0.20174897462129593, "loss_mask": 0.24694436602294445, "loss_rpn_cls": 0.03341857995837927, "loss_rpn_loc": 0.07165211997926235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958135401081548, "mask_rcnn/false_negative": 0.09036574652964798, "mask_rcnn/false_positive": 0.10926449150608525, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1753501675557345, "total_loss": 0.8030417978297919} {"data_time": 0.01135317119769752, "eta_seconds": 57522.4126454955, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.29415046745623163, "fast_rcnn/fg_cls_accuracy": 0.6767284627863579, "iteration": 40579, "loss_box_reg": 0.2289216062054038, "loss_cls": 0.18688019691035151, "loss_mask": 0.23584939166903496, "loss_rpn_cls": 0.03133004007395357, "loss_rpn_loc": 0.06196409848053008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965206657972027, "mask_rcnn/false_negative": 0.09184811214034709, "mask_rcnn/false_positive": 0.11392699531708719, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1661460113245994, "total_loss": 0.7515703869285062} {"data_time": 0.011722830822691321, "eta_seconds": 57508.81319628097, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.325159519216501, "fast_rcnn/fg_cls_accuracy": 0.6556487114804372, "iteration": 40599, "loss_box_reg": 0.25284215062856674, "loss_cls": 0.2184674981981516, "loss_mask": 0.26308322325348854, "loss_rpn_cls": 0.03731250250712037, "loss_rpn_loc": 0.06637624464929104, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921222462494931, "mask_rcnn/false_negative": 0.09036699674514621, "mask_rcnn/false_positive": 0.12238076826527486, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1781902872025967, "total_loss": 0.8364253178006038} {"data_time": 0.01285782759077847, "eta_seconds": 57512.86809140816, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3113636363636364, "fast_rcnn/fg_cls_accuracy": 0.6590909090909091, "iteration": 40619, "loss_box_reg": 0.23936493135988712, "loss_cls": 0.20311858877539635, "loss_mask": 0.2467734981328249, "loss_rpn_cls": 0.032660670403856784, "loss_rpn_loc": 0.07296641450375319, "lr": 0.0001, "mask_rcnn/accuracy": 0.898416213114084, "mask_rcnn/false_negative": 0.09543062986929289, "mask_rcnn/false_positive": 0.1088129472364506, "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": 1.1825809068977833, "total_loss": 0.8070650604786351} {"data_time": 0.012068483280017972, "eta_seconds": 57493.14344570041, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3553620032661949, "fast_rcnn/fg_cls_accuracy": 0.6090226721978067, "iteration": 40639, "loss_box_reg": 0.2366218250244856, "loss_cls": 0.19798283651471138, "loss_mask": 0.2639028783887625, "loss_rpn_cls": 0.02730956592131406, "loss_rpn_loc": 0.07557072909548879, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860641945311183, "mask_rcnn/false_negative": 0.1046348665560175, "mask_rcnn/false_positive": 0.1226275370177233, "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": 1.16108328406699, "total_loss": 0.8177647379925475} {"data_time": 0.012977182865142822, "eta_seconds": 57472.97977073584, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3200315551321743, "fast_rcnn/fg_cls_accuracy": 0.6500731107607604, "iteration": 40659, "loss_box_reg": 0.25910608749836683, "loss_cls": 0.21334242075681686, "loss_mask": 0.2538248859345913, "loss_rpn_cls": 0.03092161170206964, "loss_rpn_loc": 0.077888332773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940857782595314, "mask_rcnn/false_negative": 0.09295991603087253, "mask_rcnn/false_positive": 0.11893065295036997, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1641187050845474, "total_loss": 0.856561990454793} {"data_time": 0.012525595026090741, "eta_seconds": 57463.35972298868, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3083005131877312, "fast_rcnn/fg_cls_accuracy": 0.6403061224489797, "iteration": 40679, "loss_box_reg": 0.2470270749181509, "loss_cls": 0.20233720168471336, "loss_mask": 0.2602524608373642, "loss_rpn_cls": 0.031722548650577664, "loss_rpn_loc": 0.08257852029055357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817230017006803, "mask_rcnn/false_negative": 0.08062825933147438, "mask_rcnn/false_positive": 0.13458511358346653, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.1725148032419384, "total_loss": 0.8258301187888719} {"data_time": 0.012901418609544635, "eta_seconds": 57440.05746843759, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.26464196838526516, "fast_rcnn/fg_cls_accuracy": 0.711373727971421, "iteration": 40699, "loss_box_reg": 0.24349317327141762, "loss_cls": 0.20240093301981688, "loss_mask": 0.2529335431754589, "loss_rpn_cls": 0.029546024277806282, "loss_rpn_loc": 0.07251275423914194, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002349271290229, "mask_rcnn/false_negative": 0.09863139109548438, "mask_rcnn/false_positive": 0.10151792878989714, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1577259560581297, "total_loss": 0.8306229757145047} {"data_time": 0.01259412127546966, "eta_seconds": 57416.7552138865, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.31522286426738916, "fast_rcnn/fg_cls_accuracy": 0.6696164077141648, "iteration": 40719, "loss_box_reg": 0.23779619112610817, "loss_cls": 0.18847478460520506, "loss_mask": 0.244605777785182, "loss_rpn_cls": 0.027614747639745474, "loss_rpn_loc": 0.06000624876469374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892528154118791, "mask_rcnn/false_negative": 0.10071755969884334, "mask_rcnn/false_positive": 0.12303818354210005, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1627133605070412, "total_loss": 0.7785403286106884} {"data_time": 0.013665062375366688, "eta_seconds": 57412.58950827643, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3453146969805295, "fast_rcnn/fg_cls_accuracy": 0.6365077095398108, "iteration": 40739, "loss_box_reg": 0.23626555688679218, "loss_cls": 0.20153955649584532, "loss_mask": 0.263918848708272, "loss_rpn_cls": 0.030399224837310612, "loss_rpn_loc": 0.08547669276595116, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868270265474053, "mask_rcnn/false_negative": 0.09671393222577357, "mask_rcnn/false_positive": 0.12333921300382758, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.1747521290089935, "total_loss": 0.8320597478887066} {"data_time": 0.012146607507020235, "eta_seconds": 57394.15541622788, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3520393548788841, "fast_rcnn/fg_cls_accuracy": 0.6226340221623241, "iteration": 40759, "loss_box_reg": 0.22460733260959387, "loss_cls": 0.19335463643074036, "loss_mask": 0.2289795745164156, "loss_rpn_cls": 0.031286828918382525, "loss_rpn_loc": 0.07278958219103515, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009448588706366, "mask_rcnn/false_negative": 0.08227098806457092, "mask_rcnn/false_positive": 0.12226358474903339, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.170400585513562, "total_loss": 0.73518033453729} {"data_time": 0.012063812464475632, "eta_seconds": 57381.11184754409, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32925724637681164, "fast_rcnn/fg_cls_accuracy": 0.6496677602313168, "iteration": 40779, "loss_box_reg": 0.2634296026080847, "loss_cls": 0.2135221417993307, "loss_mask": 0.2579380366951227, "loss_rpn_cls": 0.029657676932401955, "loss_rpn_loc": 0.06790754850953817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911193018725666, "mask_rcnn/false_negative": 0.09710752663018102, "mask_rcnn/false_positive": 0.10935286998680774, "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": 1.178831640863791, "total_loss": 0.8358510944526643} {"data_time": 0.011695107212290168, "eta_seconds": 57396.71260546893, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3201678951678952, "fast_rcnn/fg_cls_accuracy": 0.6609579100145138, "iteration": 40799, "loss_box_reg": 0.23131094314157963, "loss_cls": 0.18692936189472675, "loss_mask": 0.2491326667368412, "loss_rpn_cls": 0.02759114041691646, "loss_rpn_loc": 0.07822005543857813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964303524440078, "mask_rcnn/false_negative": 0.10160672425716155, "mask_rcnn/false_positive": 0.11680029848826039, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1717146129813045, "total_loss": 0.7556488374248147} {"data_time": 0.0122855210211128, "eta_seconds": 57383.365953536704, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3616064786277552, "fast_rcnn/fg_cls_accuracy": 0.5872340425531914, "iteration": 40819, "loss_box_reg": 0.2511560134589672, "loss_cls": 0.21013816259801388, "loss_mask": 0.2560291551053524, "loss_rpn_cls": 0.032096759183332324, "loss_rpn_loc": 0.0721384291537106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834644781875483, "mask_rcnn/false_negative": 0.10293617601167487, "mask_rcnn/false_positive": 0.13010388783034804, "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": 1.1795974497217685, "total_loss": 0.820001786458306} {"data_time": 0.012878399575129151, "eta_seconds": 57367.56239830516, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3681358024691358, "fast_rcnn/fg_cls_accuracy": 0.6259710570686748, "iteration": 40839, "loss_box_reg": 0.24591480381786823, "loss_cls": 0.21783609502017498, "loss_mask": 0.2632073573768139, "loss_rpn_cls": 0.03187359753064811, "loss_rpn_loc": 0.07863990566693246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854606940506178, "mask_rcnn/false_negative": 0.09497288444369224, "mask_rcnn/false_positive": 0.13523469108423777, "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": 1.1472460271324962, "total_loss": 0.8464331176364794} {"data_time": 0.012760658981278539, "eta_seconds": 57322.618936551735, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.33674883674883677, "fast_rcnn/fg_cls_accuracy": 0.6369781011716571, "iteration": 40859, "loss_box_reg": 0.26605034060776234, "loss_cls": 0.22740067727863789, "loss_mask": 0.26299726217985153, "loss_rpn_cls": 0.03304222412407398, "loss_rpn_loc": 0.08828824944794178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850128689117731, "mask_rcnn/false_negative": 0.1010617368474076, "mask_rcnn/false_positive": 0.13336604436953303, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 1.1353731150738895, "total_loss": 0.88459123368375} {"data_time": 0.0117014036513865, "eta_seconds": 57316.27301450819, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3385634773389875, "fast_rcnn/fg_cls_accuracy": 0.6336151603498542, "iteration": 40879, "loss_box_reg": 0.23854794166982174, "loss_cls": 0.19347601849585772, "loss_mask": 0.2431020475924015, "loss_rpn_cls": 0.03143430221825838, "loss_rpn_loc": 0.06850823340937495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906784526449161, "mask_rcnn/false_negative": 0.08630033354331819, "mask_rcnn/false_positive": 0.12586367368428444, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1727717954199761, "total_loss": 0.7903712200350128} {"data_time": 0.012405956164002419, "eta_seconds": 57265.349053405225, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31615455759942457, "fast_rcnn/fg_cls_accuracy": 0.6548540178974962, "iteration": 40899, "loss_box_reg": 0.2458991101011634, "loss_cls": 0.20715834014117718, "loss_mask": 0.25091155245900154, "loss_rpn_cls": 0.03434983146144077, "loss_rpn_loc": 0.073870156891644, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853011675327345, "mask_rcnn/false_negative": 0.09092002739009628, "mask_rcnn/false_positive": 0.1450048919846608, "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": 1.1592531355563551, "total_loss": 0.8199411827372387} {"data_time": 0.012186055770143867, "eta_seconds": 57242.023045644164, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.322225416906268, "fast_rcnn/fg_cls_accuracy": 0.6713916043703279, "iteration": 40919, "loss_box_reg": 0.2394368089735508, "loss_cls": 0.18835188541561365, "loss_mask": 0.2427208609879017, "loss_rpn_cls": 0.029620711458846927, "loss_rpn_loc": 0.06376112531870604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944932513019441, "mask_rcnn/false_negative": 0.09053768403251045, "mask_rcnn/false_positive": 0.12405241008330081, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1668026188854128, "total_loss": 0.7524602939374745} {"data_time": 0.011587697081267834, "eta_seconds": 57210.02464878373, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.30801485180206134, "fast_rcnn/fg_cls_accuracy": 0.6497058733417078, "iteration": 40939, "loss_box_reg": 0.20847120229154825, "loss_cls": 0.18444830365478992, "loss_mask": 0.2333011869341135, "loss_rpn_cls": 0.026186882867477834, "loss_rpn_loc": 0.06605513859540224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972784203639902, "mask_rcnn/false_negative": 0.08916907089713168, "mask_rcnn/false_positive": 0.11108621937644797, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1743278945796192, "total_loss": 0.7248392589972354} {"data_time": 0.011442079907283187, "eta_seconds": 57200.970767103136, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.29047186932849367, "fast_rcnn/fg_cls_accuracy": 0.6509585397174831, "iteration": 40959, "loss_box_reg": 0.24258188158273697, "loss_cls": 0.20044741313904524, "loss_mask": 0.25679120048880577, "loss_rpn_cls": 0.03357960021821782, "loss_rpn_loc": 0.07164624193683267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892106297049133, "mask_rcnn/false_negative": 0.09517960739034326, "mask_rcnn/false_positive": 0.12294494095663192, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1732876391615719, "total_loss": 0.8321127009112388} {"data_time": 0.011757053202018142, "eta_seconds": 57153.11581949238, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3717405188741576, "fast_rcnn/fg_cls_accuracy": 0.5910891753961859, "iteration": 40979, "loss_box_reg": 0.25010512955486774, "loss_cls": 0.22336863167583942, "loss_mask": 0.26052998658269644, "loss_rpn_cls": 0.03438389569055289, "loss_rpn_loc": 0.0656562028452754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824363065965262, "mask_rcnn/false_negative": 0.09564076475952585, "mask_rcnn/false_positive": 0.12181667881182692, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1642401374410838, "total_loss": 0.8400473622605205} {"data_time": 0.012455492513254285, "eta_seconds": 57107.898224145174, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.33563509044932893, "fast_rcnn/fg_cls_accuracy": 0.6395707394516701, "iteration": 40999, "loss_box_reg": 0.23154564946889877, "loss_cls": 0.19744236208498478, "loss_mask": 0.24344178661704063, "loss_rpn_cls": 0.02991059812484309, "loss_rpn_loc": 0.07437465386465192, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003646044765103, "mask_rcnn/false_negative": 0.09512976693408953, "mask_rcnn/false_positive": 0.11315320300356162, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1601238218136132, "total_loss": 0.7694994762423448} {"data_time": 0.011703120544552803, "eta_seconds": 57101.31772232242, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33175586854460093, "fast_rcnn/fg_cls_accuracy": 0.625285388127854, "iteration": 41019, "loss_box_reg": 0.24338716454803944, "loss_cls": 0.19244249165058136, "loss_mask": 0.2516773734241724, "loss_rpn_cls": 0.030387837963644415, "loss_rpn_loc": 0.07237455248832703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906033439942671, "mask_rcnn/false_negative": 0.08364133754602796, "mask_rcnn/false_positive": 0.13198663678894806, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1692060010973364, "total_loss": 0.7996627045795321} {"data_time": 0.012635374441742897, "eta_seconds": 57093.41228708625, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3085008085008085, "fast_rcnn/fg_cls_accuracy": 0.6739130434782609, "iteration": 41039, "loss_box_reg": 0.24476780742406845, "loss_cls": 0.1886289268732071, "loss_mask": 0.24423462711274624, "loss_rpn_cls": 0.026247575820889324, "loss_rpn_loc": 0.06488976534456015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993802909244086, "mask_rcnn/false_negative": 0.08015468963762828, "mask_rcnn/false_positive": 0.11031743643908698, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.1729334169067442, "total_loss": 0.770434956997633} {"data_time": 0.013200520537793636, "eta_seconds": 57113.618612815626, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3641621129326047, "fast_rcnn/fg_cls_accuracy": 0.6214896050595439, "iteration": 41059, "loss_box_reg": 0.26429283618927, "loss_cls": 0.23113364726305008, "loss_mask": 0.25905185379087925, "loss_rpn_cls": 0.029551314539276063, "loss_rpn_loc": 0.07107384130358696, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011468144950288, "mask_rcnn/false_negative": 0.09627763570360373, "mask_rcnn/false_positive": 0.11405021589791488, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.181445536436513, "total_loss": 0.8673302549868822} {"data_time": 0.012978459009900689, "eta_seconds": 57089.794421717525, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.33812148595301417, "fast_rcnn/fg_cls_accuracy": 0.6393279604835564, "iteration": 41079, "loss_box_reg": 0.22998224385082722, "loss_cls": 0.19696873612701893, "loss_mask": 0.2468847669661045, "loss_rpn_cls": 0.03527975344331935, "loss_rpn_loc": 0.05923998076468706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866790475143738, "mask_rcnn/false_negative": 0.08937991417055455, "mask_rcnn/false_positive": 0.1289352045014654, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.15876904851757, "total_loss": 0.7494131587445736} {"data_time": 0.012748455163091421, "eta_seconds": 57032.42413974367, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3388786764705882, "fast_rcnn/fg_cls_accuracy": 0.643141968325792, "iteration": 41099, "loss_box_reg": 0.22279136069118977, "loss_cls": 0.1828631777316332, "loss_mask": 0.25788722932338715, "loss_rpn_cls": 0.028477460145950317, "loss_rpn_loc": 0.06930940481834114, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850836819072204, "mask_rcnn/false_negative": 0.09304575482364581, "mask_rcnn/false_positive": 0.12949765339323166, "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": 1.153760634129867, "total_loss": 0.7824531276710331} {"data_time": 0.012773812282830477, "eta_seconds": 57009.09799490124, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3359580052493438, "fast_rcnn/fg_cls_accuracy": 0.6530032362459547, "iteration": 41119, "loss_box_reg": 0.24536480102688074, "loss_cls": 0.203281557187438, "loss_mask": 0.255862383171916, "loss_rpn_cls": 0.03375357226468623, "loss_rpn_loc": 0.06931120995432138, "lr": 0.0001, "mask_rcnn/accuracy": 0.890685100311311, "mask_rcnn/false_negative": 0.09835499733910394, "mask_rcnn/false_positive": 0.12403221166441294, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1545805823989213, "total_loss": 0.8163126028957777} {"data_time": 0.011736686574295163, "eta_seconds": 56953.63577474374, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.3719017747858017, "fast_rcnn/fg_cls_accuracy": 0.5432295758051846, "iteration": 41139, "loss_box_reg": 0.2416616501286626, "loss_cls": 0.2102592010051012, "loss_mask": 0.2522148098796606, "loss_rpn_cls": 0.03973306831903756, "loss_rpn_loc": 0.07612598570995033, "lr": 0.0001, "mask_rcnn/accuracy": 0.883280889163006, "mask_rcnn/false_negative": 0.1110073904257604, "mask_rcnn/false_positive": 0.12642566765508323, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1543392003513873, "total_loss": 0.8352235785569064} {"data_time": 0.011838754871860147, "eta_seconds": 56944.33460365981, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3087797619047619, "fast_rcnn/fg_cls_accuracy": 0.6890535714285715, "iteration": 41159, "loss_box_reg": 0.23757917433977127, "loss_cls": 0.19409332890063524, "loss_mask": 0.25276774540543556, "loss_rpn_cls": 0.029272200539708138, "loss_rpn_loc": 0.06471357494592667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778460384153661, "mask_rcnn/false_negative": 0.10985966530442928, "mask_rcnn/false_positive": 0.11352416941264801, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1744375946000218, "total_loss": 0.786993934540078} {"data_time": 0.012975316029042006, "eta_seconds": 56921.01587532088, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.37506445709432473, "fast_rcnn/fg_cls_accuracy": 0.584069411430975, "iteration": 41179, "loss_box_reg": 0.23874027514830232, "loss_cls": 0.21089605358429253, "loss_mask": 0.24717411771416664, "loss_rpn_cls": 0.02993701712694019, "loss_rpn_loc": 0.08103199489414692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891745365164463, "mask_rcnn/false_negative": 0.09712499579733003, "mask_rcnn/false_positive": 0.13281776685590255, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1830450044944882, "total_loss": 0.8050384386442602} {"data_time": 0.012062495108693838, "eta_seconds": 56934.16194356978, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.32514059280981455, "fast_rcnn/fg_cls_accuracy": 0.6390259789062305, "iteration": 41199, "loss_box_reg": 0.23662067204713821, "loss_cls": 0.20586452167481184, "loss_mask": 0.24681569449603558, "loss_rpn_cls": 0.027404584921896458, "loss_rpn_loc": 0.06401392503175884, "lr": 0.0001, "mask_rcnn/accuracy": 0.891751943818097, "mask_rcnn/false_negative": 0.09126773377201737, "mask_rcnn/false_positive": 0.11941401772467275, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.171433371026069, "total_loss": 0.7791149648837745} {"data_time": 0.01146240858361125, "eta_seconds": 56909.054629965685, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3766891891891892, "fast_rcnn/fg_cls_accuracy": 0.5741023682200153, "iteration": 41219, "loss_box_reg": 0.23245171085000038, "loss_cls": 0.19706747774034739, "loss_mask": 0.24584160558879375, "loss_rpn_cls": 0.030491195735521615, "loss_rpn_loc": 0.08033387002069503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929519189432529, "mask_rcnn/false_negative": 0.10575767299768961, "mask_rcnn/false_positive": 0.11840718518692225, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.1679360936395824, "total_loss": 0.7884034000453539} {"data_time": 0.012421695049852133, "eta_seconds": 56885.72168423794, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.32340752928988226, "fast_rcnn/fg_cls_accuracy": 0.6399583018800101, "iteration": 41239, "loss_box_reg": 0.2529354337602854, "loss_cls": 0.2039635507389903, "loss_mask": 0.2562529034912586, "loss_rpn_cls": 0.03511072194669396, "loss_rpn_loc": 0.08566101314499974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867423973018334, "mask_rcnn/false_negative": 0.11185758256125583, "mask_rcnn/false_positive": 0.1265647615512993, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 1.1667637606151402, "total_loss": 0.8323171903612092} {"data_time": 0.012843688251450658, "eta_seconds": 56850.74717746582, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3291976840363937, "fast_rcnn/fg_cls_accuracy": 0.643851994798003, "iteration": 41259, "loss_box_reg": 0.2359665436670184, "loss_cls": 0.2004565903916955, "loss_mask": 0.24780518747866154, "loss_rpn_cls": 0.028669032151810825, "loss_rpn_loc": 0.07235070178285241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880668344596743, "mask_rcnn/false_negative": 0.09425514043504107, "mask_rcnn/false_positive": 0.12689101298205926, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.150833684951067, "total_loss": 0.7943286241497844} {"data_time": 0.012379349675029516, "eta_seconds": 56813.542619012296, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.38404056942738896, "fast_rcnn/fg_cls_accuracy": 0.5972222222222222, "iteration": 41279, "loss_box_reg": 0.22726850397884846, "loss_cls": 0.18803002778440714, "loss_mask": 0.24576923623681068, "loss_rpn_cls": 0.028314681025221944, "loss_rpn_loc": 0.0655008708126843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901297395107383, "mask_rcnn/false_negative": 0.0976026197346684, "mask_rcnn/false_positive": 0.12506296323735933, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.169205921003595, "total_loss": 0.7591008768649772} {"data_time": 0.011949406703934073, "eta_seconds": 56790.2201466728, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3565104910376804, "fast_rcnn/fg_cls_accuracy": 0.6043107422775473, "iteration": 41299, "loss_box_reg": 0.23243927489966154, "loss_cls": 0.19324268866330385, "loss_mask": 0.2560795769095421, "loss_rpn_cls": 0.029262639727676287, "loss_rpn_loc": 0.07347043859772384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867345457346703, "mask_rcnn/false_negative": 0.09704502675903026, "mask_rcnn/false_positive": 0.12861764480276838, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1635313401930034, "total_loss": 0.8054374060011469} {"data_time": 0.0135619614738971, "eta_seconds": 56788.04763493128, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33037823976554626, "fast_rcnn/fg_cls_accuracy": 0.6396103896103896, "iteration": 41319, "loss_box_reg": 0.23271147161722183, "loss_cls": 0.19950450025498867, "loss_mask": 0.2562560476362705, "loss_rpn_cls": 0.030750685080420226, "loss_rpn_loc": 0.07157905586063862, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942927689898353, "mask_rcnn/false_negative": 0.09397110827554182, "mask_rcnn/false_positive": 0.09765014092516303, "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": 1.1769329614471644, "total_loss": 0.8143640402704477} {"data_time": 0.013360891258344054, "eta_seconds": 56786.85495912563, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29758430609597925, "fast_rcnn/fg_cls_accuracy": 0.6738809970517288, "iteration": 41339, "loss_box_reg": 0.24354840442538261, "loss_cls": 0.18645313940942287, "loss_mask": 0.24818726629018784, "loss_rpn_cls": 0.03484969545388594, "loss_rpn_loc": 0.06756461039185524, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852066538270674, "mask_rcnn/false_negative": 0.0972830517379425, "mask_rcnn/false_positive": 0.12757456702781805, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.170896202325821, "total_loss": 0.7727831156225875} {"data_time": 0.012996763922274113, "eta_seconds": 56763.514698147774, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3042488562214055, "fast_rcnn/fg_cls_accuracy": 0.6517504642685191, "iteration": 41359, "loss_box_reg": 0.22064717672765255, "loss_cls": 0.17937000561505556, "loss_mask": 0.2387312576174736, "loss_rpn_cls": 0.028436535212676972, "loss_rpn_loc": 0.0661150545347482, "lr": 0.0001, "mask_rcnn/accuracy": 0.89160348558519, "mask_rcnn/false_negative": 0.09151071543586012, "mask_rcnn/false_positive": 0.13738035744270866, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1790816539432853, "total_loss": 0.7424352244706824} {"data_time": 0.012691196519881487, "eta_seconds": 56740.17443716992, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2998890024091523, "fast_rcnn/fg_cls_accuracy": 0.6398916512152975, "iteration": 41379, "loss_box_reg": 0.24680106341838837, "loss_cls": 0.19817728083580732, "loss_mask": 0.24045724049210548, "loss_rpn_cls": 0.03331892646383494, "loss_rpn_loc": 0.07682314235717058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982949765800505, "mask_rcnn/false_negative": 0.07716618746051536, "mask_rcnn/false_positive": 0.10869209022790893, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1664438815787435, "total_loss": 0.8093153362860903} {"data_time": 0.012770728440955281, "eta_seconds": 56716.83417619206, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29268056604138837, "fast_rcnn/fg_cls_accuracy": 0.6533492822966507, "iteration": 41399, "loss_box_reg": 0.22159633226692677, "loss_cls": 0.188370150513947, "loss_mask": 0.24484471790492535, "loss_rpn_cls": 0.028276989483856596, "loss_rpn_loc": 0.05389108997769654, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053608099742352, "mask_rcnn/false_negative": 0.09057303976680323, "mask_rcnn/false_positive": 0.10708816462541462, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1549472121987492, "total_loss": 0.7675290047191083} {"data_time": 0.012840793700888753, "eta_seconds": 56703.678792594, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31314102564102564, "fast_rcnn/fg_cls_accuracy": 0.6527088502894954, "iteration": 41419, "loss_box_reg": 0.25285353511571884, "loss_cls": 0.20702587440609932, "loss_mask": 0.24843435548245907, "loss_rpn_cls": 0.0310207880102098, "loss_rpn_loc": 0.0753229996189475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951257185566535, "mask_rcnn/false_negative": 0.09737621093205415, "mask_rcnn/false_positive": 0.10708787124769673, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1884287183638662, "total_loss": 0.8254156170878559} {"data_time": 0.013643719488754869, "eta_seconds": 56680.33433858305, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.3581832146348275, "fast_rcnn/fg_cls_accuracy": 0.5961288112367249, "iteration": 41439, "loss_box_reg": 0.27148397639393806, "loss_cls": 0.21957300137728453, "loss_mask": 0.26116526685655117, "loss_rpn_cls": 0.03521097649354488, "loss_rpn_loc": 0.07206305558793247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8728841586804528, "mask_rcnn/false_negative": 0.10217326733674974, "mask_rcnn/false_positive": 0.13454776937066987, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 1.1679720585234463, "total_loss": 0.8581448709010147} {"data_time": 0.013266246300190687, "eta_seconds": 56648.30677530728, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3525978143299392, "fast_rcnn/fg_cls_accuracy": 0.6146356661603769, "iteration": 41459, "loss_box_reg": 0.24504391476511955, "loss_cls": 0.20067342557013035, "loss_mask": 0.2562089376151562, "loss_rpn_cls": 0.028836997458711267, "loss_rpn_loc": 0.06423055939376354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900707209050995, "mask_rcnn/false_negative": 0.09565893619103073, "mask_rcnn/false_positive": 0.12442222503824943, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.165969799971208, "total_loss": 0.8109333219472319} {"data_time": 0.011907397070899606, "eta_seconds": 56630.617465786636, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33671905569323074, "fast_rcnn/fg_cls_accuracy": 0.6234756097560976, "iteration": 41479, "loss_box_reg": 0.24655019585043192, "loss_cls": 0.20571919344365597, "loss_mask": 0.25040644221007824, "loss_rpn_cls": 0.03712199744768441, "loss_rpn_loc": 0.07915750984102488, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929268882210418, "mask_rcnn/false_negative": 0.08936584910104102, "mask_rcnn/false_positive": 0.13319890268544488, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1723145444411784, "total_loss": 0.8337182227987796} {"data_time": 0.012958583422005177, "eta_seconds": 56602.73419623263, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3136648956036674, "fast_rcnn/fg_cls_accuracy": 0.6689676084474886, "iteration": 41499, "loss_box_reg": 0.24078797921538353, "loss_cls": 0.21161379851400852, "loss_mask": 0.25074613094329834, "loss_rpn_cls": 0.03194665745832026, "loss_rpn_loc": 0.06911710044369102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918984753224399, "mask_rcnn/false_negative": 0.09358555155416809, "mask_rcnn/false_positive": 0.1266434373589515, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.149122903123498, "total_loss": 0.8003005727659911} {"data_time": 0.011718656634911895, "eta_seconds": 56583.93105402589, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2831058238183326, "fast_rcnn/fg_cls_accuracy": 0.671099587375934, "iteration": 41519, "loss_box_reg": 0.24047117494046688, "loss_cls": 0.19928932189941406, "loss_mask": 0.2609343193471432, "loss_rpn_cls": 0.02860885695554316, "loss_rpn_loc": 0.07105575641617179, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928168546297666, "mask_rcnn/false_negative": 0.08689969848474258, "mask_rcnn/false_positive": 0.1210106536626695, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.151264293352142, "total_loss": 0.7918704533949494} {"data_time": 0.01303685619495809, "eta_seconds": 56588.44476378523, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.353873157576603, "fast_rcnn/fg_cls_accuracy": 0.6212552346182756, "iteration": 41539, "loss_box_reg": 0.2535399757325649, "loss_cls": 0.22234678268432617, "loss_mask": 0.2560239154845476, "loss_rpn_cls": 0.03370301052927971, "loss_rpn_loc": 0.07540980540215969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8744211035117211, "mask_rcnn/false_negative": 0.09705623116358403, "mask_rcnn/false_positive": 0.1461596632530585, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1699877129867673, "total_loss": 0.8535799402743578} {"data_time": 0.013297414174303412, "eta_seconds": 56545.1083694119, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32758454106280194, "fast_rcnn/fg_cls_accuracy": 0.6454972759320585, "iteration": 41559, "loss_box_reg": 0.21887409780174494, "loss_cls": 0.1857279660180211, "loss_mask": 0.238935312256217, "loss_rpn_cls": 0.028281124075874686, "loss_rpn_loc": 0.06600913964211941, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058304710090425, "mask_rcnn/false_negative": 0.0821663137033501, "mask_rcnn/false_positive": 0.11160750713410814, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1604798010084778, "total_loss": 0.7372881279152352} {"data_time": 0.012038712622597814, "eta_seconds": 56516.92316050641, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.324825727298076, "fast_rcnn/fg_cls_accuracy": 0.6553411831465457, "iteration": 41579, "loss_box_reg": 0.26324399188160896, "loss_cls": 0.21363614220172167, "loss_mask": 0.2502023931592703, "loss_rpn_cls": 0.03594966768287122, "loss_rpn_loc": 0.07917409529909492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890741740334296, "mask_rcnn/false_negative": 0.10148670280727785, "mask_rcnn/false_positive": 0.12602400483511816, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1568929948844016, "total_loss": 0.8432035399600863} {"data_time": 0.012300929520279169, "eta_seconds": 56490.55823050439, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31837524177949705, "fast_rcnn/fg_cls_accuracy": 0.6411166805903648, "iteration": 41599, "loss_box_reg": 0.2331760572269559, "loss_cls": 0.1929218526929617, "loss_mask": 0.24459071271121502, "loss_rpn_cls": 0.032556446618400514, "loss_rpn_loc": 0.07488524122163653, "lr": 0.0001, "mask_rcnn/accuracy": 0.899249295677867, "mask_rcnn/false_negative": 0.08632546096997128, "mask_rcnn/false_positive": 0.1280888267839021, "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": 1.1626066414173692, "total_loss": 0.7495079909567721} {"data_time": 0.012793674599379301, "eta_seconds": 56463.113608462736, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.27476286289163554, "fast_rcnn/fg_cls_accuracy": 0.6706979833353459, "iteration": 41619, "loss_box_reg": 0.22834389843046665, "loss_cls": 0.18649692740291357, "loss_mask": 0.23807615600526333, "loss_rpn_cls": 0.028544017113745213, "loss_rpn_loc": 0.0615396061912179, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995348841214728, "mask_rcnn/false_negative": 0.09011068848518358, "mask_rcnn/false_positive": 0.12484861889008153, "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": 1.174438040703535, "total_loss": 0.7458861279301345} {"data_time": 0.012898152694106102, "eta_seconds": 56441.89305209555, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.312342741494366, "fast_rcnn/fg_cls_accuracy": 0.6617127958283193, "iteration": 41639, "loss_box_reg": 0.24633998423814774, "loss_cls": 0.20871555618941784, "loss_mask": 0.2539786212146282, "loss_rpn_cls": 0.03285207157023251, "loss_rpn_loc": 0.08473984990268946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938113042539335, "mask_rcnn/false_negative": 0.09652904525526472, "mask_rcnn/false_positive": 0.11998003595745135, "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": 1.1666679841000587, "total_loss": 0.8501927222823724} {"data_time": 0.0143918851390481, "eta_seconds": 56405.19170536194, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29416241382397706, "fast_rcnn/fg_cls_accuracy": 0.6886562534618367, "iteration": 41659, "loss_box_reg": 0.21977039985358715, "loss_cls": 0.1666674129664898, "loss_mask": 0.2406613528728485, "loss_rpn_cls": 0.025857951608486474, "loss_rpn_loc": 0.06934530439320952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953681825644648, "mask_rcnn/false_negative": 0.08225328561705018, "mask_rcnn/false_positive": 0.12928245678176753, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1523584011010826, "total_loss": 0.740723580820486} {"data_time": 0.012829045299440622, "eta_seconds": 56353.42120535672, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.40336134453781514, "fast_rcnn/fg_cls_accuracy": 0.5720271348762969, "iteration": 41679, "loss_box_reg": 0.2411560034379363, "loss_cls": 0.201562087982893, "loss_mask": 0.25369238294661045, "loss_rpn_cls": 0.03459273499902338, "loss_rpn_loc": 0.07313887879718095, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788048382618354, "mask_rcnn/false_negative": 0.09741518302284866, "mask_rcnn/false_positive": 0.12246895763864626, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1501533929258585, "total_loss": 0.8295934444759041} {"data_time": 0.013844361528754234, "eta_seconds": 56365.62511087395, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.30875480975675473, "fast_rcnn/fg_cls_accuracy": 0.6620594135065432, "iteration": 41699, "loss_box_reg": 0.23532839678227901, "loss_cls": 0.1990289008244872, "loss_mask": 0.2502122428268194, "loss_rpn_cls": 0.031966098002158105, "loss_rpn_loc": 0.07458468829281628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977220498941261, "mask_rcnn/false_negative": 0.09096206910351107, "mask_rcnn/false_positive": 0.10866392098976846, "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": 1.1747924403753132, "total_loss": 0.7835440114722587} {"data_time": 0.011789935175329447, "eta_seconds": 56345.97952565178, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2867719852553976, "fast_rcnn/fg_cls_accuracy": 0.7005492116856017, "iteration": 41719, "loss_box_reg": 0.215333160944283, "loss_cls": 0.19346647337079048, "loss_mask": 0.24352666176855564, "loss_rpn_cls": 0.025397699675522745, "loss_rpn_loc": 0.06629681773483753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955547524813225, "mask_rcnn/false_negative": 0.08824177143719204, "mask_rcnn/false_positive": 0.12329975084906214, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1681069573387504, "total_loss": 0.7175643049413338} {"data_time": 0.01218498544767499, "eta_seconds": 56318.94550415687, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.31199677938808373, "fast_rcnn/fg_cls_accuracy": 0.6586163522012578, "iteration": 41739, "loss_box_reg": 0.2517431303858757, "loss_cls": 0.20823228638619184, "loss_mask": 0.24193374812602997, "loss_rpn_cls": 0.030973152723163366, "loss_rpn_loc": 0.06302588223479688, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930571553195668, "mask_rcnn/false_negative": 0.09458879396569721, "mask_rcnn/false_positive": 0.11308731580629619, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1638093772344291, "total_loss": 0.8218659753911197} {"data_time": 0.013428251026198268, "eta_seconds": 56274.76207701489, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.293546365914787, "fast_rcnn/fg_cls_accuracy": 0.6687717770034843, "iteration": 41759, "loss_box_reg": 0.2375379428267479, "loss_cls": 0.1983702126890421, "loss_mask": 0.24541989713907242, "loss_rpn_cls": 0.02582407434238121, "loss_rpn_loc": 0.059485350735485554, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022770322221233, "mask_rcnn/false_negative": 0.09036211140718345, "mask_rcnn/false_positive": 0.10979889200179957, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1413741977885365, "total_loss": 0.790415171533823} {"data_time": 0.013688482576981187, "eta_seconds": 56216.795904003084, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3421817343173432, "fast_rcnn/fg_cls_accuracy": 0.6102633060228908, "iteration": 41779, "loss_box_reg": 0.23957756906747818, "loss_cls": 0.21058702655136585, "loss_mask": 0.23858280293643475, "loss_rpn_cls": 0.029204524238593876, "loss_rpn_loc": 0.06483203079551458, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999931818944683, "mask_rcnn/false_negative": 0.08680939801506318, "mask_rcnn/false_positive": 0.1287520026869079, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1566087424289435, "total_loss": 0.7768786969827488} {"data_time": 0.013128168182447553, "eta_seconds": 56170.88091270998, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3291940018744143, "fast_rcnn/fg_cls_accuracy": 0.6219423412929528, "iteration": 41799, "loss_box_reg": 0.23400227539241314, "loss_cls": 0.21160877496004105, "loss_mask": 0.24805010296404362, "loss_rpn_cls": 0.028411408071406186, "loss_rpn_loc": 0.06377733685076237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836211290939213, "mask_rcnn/false_negative": 0.09105680793394327, "mask_rcnn/false_positive": 0.1394632022327002, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.155756140127778, "total_loss": 0.8067291855113581} {"data_time": 0.011858527082949877, "eta_seconds": 56151.42390662804, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.29228788067448275, "fast_rcnn/fg_cls_accuracy": 0.6893132622500672, "iteration": 41819, "loss_box_reg": 0.2651966167613864, "loss_cls": 0.22054684907197952, "loss_mask": 0.25893288664519787, "loss_rpn_cls": 0.038452262873761356, "loss_rpn_loc": 0.07311508199200034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896237208841433, "mask_rcnn/false_negative": 0.09485223276476877, "mask_rcnn/false_positive": 0.1141227080633794, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1731178185436875, "total_loss": 0.840076276101172} {"data_time": 0.012377270497381687, "eta_seconds": 56153.105566613376, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3674066995025607, "fast_rcnn/fg_cls_accuracy": 0.6045773754124715, "iteration": 41839, "loss_box_reg": 0.2442712550982833, "loss_cls": 0.21151884086430073, "loss_mask": 0.2547008115798235, "loss_rpn_cls": 0.03567289968486875, "loss_rpn_loc": 0.07085642265155911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813911125497464, "mask_rcnn/false_negative": 0.09646420639325377, "mask_rcnn/false_positive": 0.1335962325943726, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1696590199135244, "total_loss": 0.8312641554512084} {"data_time": 0.012954622507095337, "eta_seconds": 56141.74205201678, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30691666186276206, "fast_rcnn/fg_cls_accuracy": 0.6464114043764208, "iteration": 41859, "loss_box_reg": 0.2517365384846926, "loss_cls": 0.20271450467407703, "loss_mask": 0.2555138859897852, "loss_rpn_cls": 0.028804984758608043, "loss_rpn_loc": 0.08360186498612165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950237604858207, "mask_rcnn/false_negative": 0.09078569358131355, "mask_rcnn/false_positive": 0.11560418451905421, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1541119907051325, "total_loss": 0.8185160104185343} {"data_time": 0.011278873309493065, "eta_seconds": 56099.7666830197, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2648301364486174, "fast_rcnn/fg_cls_accuracy": 0.7208660273176402, "iteration": 41879, "loss_box_reg": 0.23309578001499176, "loss_cls": 0.19429484009742737, "loss_mask": 0.24580778554081917, "loss_rpn_cls": 0.03309404314495623, "loss_rpn_loc": 0.07366184564307332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959673120334078, "mask_rcnn/false_negative": 0.08385760443365761, "mask_rcnn/false_positive": 0.12246002721755553, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.156786470906809, "total_loss": 0.7897721785120666} {"data_time": 0.012118701357394457, "eta_seconds": 56069.40048432443, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.34225290600013436, "fast_rcnn/fg_cls_accuracy": 0.6204679525419234, "iteration": 41899, "loss_box_reg": 0.23488730750977993, "loss_cls": 0.1948300302028656, "loss_mask": 0.2457336075603962, "loss_rpn_cls": 0.034541669534519315, "loss_rpn_loc": 0.07433049334213138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972357610143162, "mask_rcnn/false_negative": 0.08763568318628281, "mask_rcnn/false_positive": 0.11755656396378686, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1541934199631214, "total_loss": 0.7938762418925762} {"data_time": 0.011937317904084921, "eta_seconds": 56053.1334605068, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3601658031088083, "fast_rcnn/fg_cls_accuracy": 0.5997032640949556, "iteration": 41919, "loss_box_reg": 0.2535174209624529, "loss_cls": 0.20364148449152708, "loss_mask": 0.2580479606986046, "loss_rpn_cls": 0.03029251133557409, "loss_rpn_loc": 0.07148815807886422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8716110118586535, "mask_rcnn/false_negative": 0.10850468469265848, "mask_rcnn/false_positive": 0.11847287736938242, "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": 1.1679749130271375, "total_loss": 0.806183330307249} {"data_time": 0.012562909396365285, "eta_seconds": 56019.78473181836, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3672927913040285, "fast_rcnn/fg_cls_accuracy": 0.6078214111129217, "iteration": 41939, "loss_box_reg": 0.23354659043252468, "loss_cls": 0.2034742273390293, "loss_mask": 0.2582126762717962, "loss_rpn_cls": 0.030114308698102832, "loss_rpn_loc": 0.06999811972491443, "lr": 0.0001, "mask_rcnn/accuracy": 0.882483420115358, "mask_rcnn/false_negative": 0.10276721493583994, "mask_rcnn/false_positive": 0.1363465964722455, "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": 1.1607422810047865, "total_loss": 0.8042828973848373} {"data_time": 0.012476026779040694, "eta_seconds": 55988.060522414744, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3556970915940363, "fast_rcnn/fg_cls_accuracy": 0.614957838654193, "iteration": 41959, "loss_box_reg": 0.25603423826396465, "loss_cls": 0.19324834365397692, "loss_mask": 0.25320669263601303, "loss_rpn_cls": 0.027865788550116122, "loss_rpn_loc": 0.0745685474248603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903896275642644, "mask_rcnn/false_negative": 0.08973281657977633, "mask_rcnn/false_positive": 0.12227494883343439, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1541730212047696, "total_loss": 0.8035544445738196} {"data_time": 0.013357093557715416, "eta_seconds": 55954.67775380239, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27186147186147186, "fast_rcnn/fg_cls_accuracy": 0.718130888719124, "iteration": 41979, "loss_box_reg": 0.238735007122159, "loss_cls": 0.20226820185780525, "loss_mask": 0.2550371568650007, "loss_rpn_cls": 0.03458273474825546, "loss_rpn_loc": 0.07830482022836804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989128497122891, "mask_rcnn/false_negative": 0.08627646516995255, "mask_rcnn/false_positive": 0.11360922186059, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.1627189363352954, "total_loss": 0.8258310898090713} {"data_time": 0.012703590095043182, "eta_seconds": 55941.4426535368, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3146551724137931, "fast_rcnn/fg_cls_accuracy": 0.6671839080459769, "iteration": 41999, "loss_box_reg": 0.23047439381480217, "loss_cls": 0.1975202625617385, "loss_mask": 0.24984034337103367, "loss_rpn_cls": 0.026185524417087436, "loss_rpn_loc": 0.06432419084012508, "lr": 0.0001, "mask_rcnn/accuracy": 0.897079329478905, "mask_rcnn/false_negative": 0.08912270544213123, "mask_rcnn/false_positive": 0.11298262615457397, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.155609495472163, "total_loss": 0.7639077018247917} {"data_time": 0.011830196483060718, "eta_seconds": 55916.44920052495, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.314277226041932, "fast_rcnn/fg_cls_accuracy": 0.6500420796121139, "iteration": 42019, "loss_box_reg": 0.23678357899188995, "loss_cls": 0.20267779659479856, "loss_mask": 0.2533124163746834, "loss_rpn_cls": 0.029596808250062168, "loss_rpn_loc": 0.06799120781943202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868692355317973, "mask_rcnn/false_negative": 0.09221787202476942, "mask_rcnn/false_positive": 0.12370023060028626, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.164142566965893, "total_loss": 0.7757726802956313} {"data_time": 0.012795998016372323, "eta_seconds": 55869.71331810579, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3578777331205169, "fast_rcnn/fg_cls_accuracy": 0.609030966678441, "iteration": 42039, "loss_box_reg": 0.2414523232728243, "loss_cls": 0.21266581490635872, "loss_mask": 0.2663729917258024, "loss_rpn_cls": 0.03688045870512724, "loss_rpn_loc": 0.08009498717729002, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881343072180485, "mask_rcnn/false_negative": 0.10482296535763816, "mask_rcnn/false_positive": 0.1248300285261196, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1517334862146527, "total_loss": 0.8384417390916497} {"data_time": 0.012696287129074335, "eta_seconds": 55795.24952704087, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.32887280701754384, "fast_rcnn/fg_cls_accuracy": 0.6376838928706148, "iteration": 42059, "loss_box_reg": 0.24487800477072597, "loss_cls": 0.20266878977417946, "loss_mask": 0.25253428518772125, "loss_rpn_cls": 0.02743434879812412, "loss_rpn_loc": 0.06849420350044966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897444865042792, "mask_rcnn/false_negative": 0.09053320290328273, "mask_rcnn/false_positive": 0.1305002753053685, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1549630539957434, "total_loss": 0.7947081467136741} {"data_time": 0.011583947110921144, "eta_seconds": 55767.135621812195, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3006718215236405, "fast_rcnn/fg_cls_accuracy": 0.6669761273209549, "iteration": 42079, "loss_box_reg": 0.22351755015552044, "loss_cls": 0.2032796023413539, "loss_mask": 0.2524799797683954, "loss_rpn_cls": 0.032709346094634384, "loss_rpn_loc": 0.06570395990274847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904756376004114, "mask_rcnn/false_negative": 0.08972887246473317, "mask_rcnn/false_positive": 0.13114946343463996, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.1544240466319025, "total_loss": 0.7831817320547998} {"data_time": 0.012149816378951073, "eta_seconds": 55779.49340962805, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.311781968031968, "fast_rcnn/fg_cls_accuracy": 0.6131450199993389, "iteration": 42099, "loss_box_reg": 0.2529231943190098, "loss_cls": 0.21152534522116184, "loss_mask": 0.24843583907932043, "loss_rpn_cls": 0.02928999240975827, "loss_rpn_loc": 0.06390457425732166, "lr": 0.0001, "mask_rcnn/accuracy": 0.888951105726002, "mask_rcnn/false_negative": 0.09648451963774489, "mask_rcnn/false_positive": 0.1147233241113415, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1681260296609253, "total_loss": 0.8210268622497097} {"data_time": 0.012763944221660495, "eta_seconds": 55745.02833453007, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3332618835311064, "fast_rcnn/fg_cls_accuracy": 0.6489123321898114, "iteration": 42119, "loss_box_reg": 0.25238084606826305, "loss_cls": 0.22071874141693115, "loss_mask": 0.252810288220644, "loss_rpn_cls": 0.03743532486259937, "loss_rpn_loc": 0.07352137239649892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923392883062922, "mask_rcnn/false_negative": 0.08838246509792044, "mask_rcnn/false_positive": 0.13537203323800195, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1552914311178029, "total_loss": 0.8631321171997115} {"data_time": 0.013121663825586438, "eta_seconds": 55708.800536110066, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30294720482904636, "fast_rcnn/fg_cls_accuracy": 0.6555694257729979, "iteration": 42139, "loss_box_reg": 0.2307640230283141, "loss_cls": 0.19782679434865713, "loss_mask": 0.24066926911473274, "loss_rpn_cls": 0.028663981473073363, "loss_rpn_loc": 0.07171670184470713, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059345527438949, "mask_rcnn/false_negative": 0.0777040612625313, "mask_rcnn/false_positive": 0.1118955213557267, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1583305397070944, "total_loss": 0.7705673443851992} {"data_time": 0.011384283425286412, "eta_seconds": 55671.48339334875, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2834326381992718, "fast_rcnn/fg_cls_accuracy": 0.674473561586083, "iteration": 42159, "loss_box_reg": 0.2364497985690832, "loss_cls": 0.19566695857793093, "loss_mask": 0.2429834045469761, "loss_rpn_cls": 0.027067649643868208, "loss_rpn_loc": 0.06620545987971127, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045050195961066, "mask_rcnn/false_negative": 0.0802384624311128, "mask_rcnn/false_positive": 0.11484067886669341, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1532345269806683, "total_loss": 0.7824461725540459} {"data_time": 0.011789937736466527, "eta_seconds": 55655.58682484552, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3559210526315789, "fast_rcnn/fg_cls_accuracy": 0.6119841364503817, "iteration": 42179, "loss_box_reg": 0.2474958524107933, "loss_cls": 0.19329975917935371, "loss_mask": 0.2501681558787823, "loss_rpn_cls": 0.024358320864848793, "loss_rpn_loc": 0.06151357642374933, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001100203761322, "mask_rcnn/false_negative": 0.08422240493859004, "mask_rcnn/false_positive": 0.10490372769496499, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1700317687354982, "total_loss": 0.7966124517843127} {"data_time": 0.012418042635545135, "eta_seconds": 55632.309707812965, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2767886539192098, "fast_rcnn/fg_cls_accuracy": 0.7009183084361694, "iteration": 42199, "loss_box_reg": 0.23907127790153027, "loss_cls": 0.19993255473673344, "loss_mask": 0.2572502326220274, "loss_rpn_cls": 0.028446097625419497, "loss_rpn_loc": 0.07360576186329126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848146833092887, "mask_rcnn/false_negative": 0.10201573870681763, "mask_rcnn/false_positive": 0.11948277373969635, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.169056759448722, "total_loss": 0.7864291434525512} {"data_time": 0.012168578105047345, "eta_seconds": 55607.71113832481, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3334716389636298, "fast_rcnn/fg_cls_accuracy": 0.6291920029482219, "iteration": 42219, "loss_box_reg": 0.24998625181615353, "loss_cls": 0.2138653751462698, "loss_mask": 0.24853942170739174, "loss_rpn_cls": 0.03160389408003539, "loss_rpn_loc": 0.07315730396658182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913002132243875, "mask_rcnn/false_negative": 0.10012243312832661, "mask_rcnn/false_positive": 0.12475005750031783, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1664476576261222, "total_loss": 0.8187978940550238} {"data_time": 0.012361621484160423, "eta_seconds": 55584.43457443267, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3309776207302709, "fast_rcnn/fg_cls_accuracy": 0.6517772331775523, "iteration": 42239, "loss_box_reg": 0.23812520503997803, "loss_cls": 0.20387215353548527, "loss_mask": 0.24230275303125381, "loss_rpn_cls": 0.03185379516799003, "loss_rpn_loc": 0.0723484861664474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931861789004646, "mask_rcnn/false_negative": 0.09049000913763294, "mask_rcnn/false_positive": 0.12209805523030046, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1633717268705368, "total_loss": 0.7885477866511792} {"data_time": 0.01301571843214333, "eta_seconds": 55561.15801054053, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.36404071900220103, "fast_rcnn/fg_cls_accuracy": 0.5817165895500176, "iteration": 42259, "loss_box_reg": 0.24232231453061104, "loss_cls": 0.1997880209237337, "loss_mask": 0.24593477323651314, "loss_rpn_cls": 0.033017550595104694, "loss_rpn_loc": 0.07163217314518988, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041663670593156, "mask_rcnn/false_negative": 0.07786047411449125, "mask_rcnn/false_positive": 0.10605995823478608, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.1606770830694586, "total_loss": 0.79611095727887} {"data_time": 0.012149828486144543, "eta_seconds": 55531.05385704897, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3099095582015746, "fast_rcnn/fg_cls_accuracy": 0.6476186835868818, "iteration": 42279, "loss_box_reg": 0.2505267262458801, "loss_cls": 0.21359309926629066, "loss_mask": 0.25123314559459686, "loss_rpn_cls": 0.03420206333976239, "loss_rpn_loc": 0.07038416911382228, "lr": 0.0001, "mask_rcnn/accuracy": 0.895759353041683, "mask_rcnn/false_negative": 0.090338812114797, "mask_rcnn/false_positive": 0.12210187064210731, "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": 1.1673677621874958, "total_loss": 0.8046344094327651} {"data_time": 0.011817910242825747, "eta_seconds": 55506.312449485995, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.34469533095943294, "fast_rcnn/fg_cls_accuracy": 0.6032475802343351, "iteration": 42299, "loss_box_reg": 0.2383952997624874, "loss_cls": 0.1930623184889555, "loss_mask": 0.24686430767178535, "loss_rpn_cls": 0.033430504030548036, "loss_rpn_loc": 0.07525824196636677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891634807389894, "mask_rcnn/false_negative": 0.09365077539681557, "mask_rcnn/false_positive": 0.12764361139993502, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1556307119317353, "total_loss": 0.8039001489523798} {"data_time": 0.012594231171533465, "eta_seconds": 55480.205783471465, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3267934782608696, "fast_rcnn/fg_cls_accuracy": 0.6361211247296323, "iteration": 42319, "loss_box_reg": 0.23389018513262272, "loss_cls": 0.20637374743819237, "loss_mask": 0.24750280380249023, "loss_rpn_cls": 0.029325422015972435, "loss_rpn_loc": 0.07799741346389055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911189855881563, "mask_rcnn/false_negative": 0.08854337479844826, "mask_rcnn/false_positive": 0.13437834341450527, "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": 1.165348773356527, "total_loss": 0.7985787070356309} {"data_time": 0.01259412500075996, "eta_seconds": 55429.2740630731, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3198984771573604, "fast_rcnn/fg_cls_accuracy": 0.6598205539228783, "iteration": 42339, "loss_box_reg": 0.21078687626868486, "loss_cls": 0.1892006602138281, "loss_mask": 0.23446229845285416, "loss_rpn_cls": 0.030129120801575482, "loss_rpn_loc": 0.05979134049266577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918419040151272, "mask_rcnn/false_negative": 0.09727600955669158, "mask_rcnn/false_positive": 0.11906191550773751, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1574146829079837, "total_loss": 0.7436816015397198} {"data_time": 0.01201768801547587, "eta_seconds": 55395.703887082636, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33259482916372574, "fast_rcnn/fg_cls_accuracy": 0.6392780584902771, "iteration": 42359, "loss_box_reg": 0.2506277747452259, "loss_cls": 0.20679476391524076, "loss_mask": 0.25203811191022396, "loss_rpn_cls": 0.030698033166117966, "loss_rpn_loc": 0.06928758742287755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910371869965675, "mask_rcnn/false_negative": 0.09262507122265015, "mask_rcnn/false_positive": 0.12047039860727514, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.162951419595629, "total_loss": 0.8203791200648993} {"data_time": 0.012101324973627925, "eta_seconds": 55365.557762081735, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.32046060426540285, "fast_rcnn/fg_cls_accuracy": 0.6351616194158076, "iteration": 42379, "loss_box_reg": 0.23223189357668161, "loss_cls": 0.20541680743917823, "loss_mask": 0.24891342967748642, "loss_rpn_cls": 0.02708488458301872, "loss_rpn_loc": 0.0644986741244793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928224849786612, "mask_rcnn/false_negative": 0.0951978836063952, "mask_rcnn/false_positive": 0.11670224320785928, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1541542001068592, "total_loss": 0.7919346420094371} {"data_time": 0.012024389347061515, "eta_seconds": 55349.191961064935, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.35631338664705703, "fast_rcnn/fg_cls_accuracy": 0.6358580751907345, "iteration": 42399, "loss_box_reg": 0.226659226231277, "loss_cls": 0.17871923744678497, "loss_mask": 0.240376939997077, "loss_rpn_cls": 0.02854620269499719, "loss_rpn_loc": 0.06278590951114893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912559518104457, "mask_rcnn/false_negative": 0.1041294566463899, "mask_rcnn/false_positive": 0.13334288379581272, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.164207861525938, "total_loss": 0.7315910496981815} {"data_time": 0.01289898855611682, "eta_seconds": 55319.051623684354, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.31266233766233764, "fast_rcnn/fg_cls_accuracy": 0.651602086438152, "iteration": 42419, "loss_box_reg": 0.2636893969029188, "loss_cls": 0.21604961156845093, "loss_mask": 0.24575687386095524, "loss_rpn_cls": 0.03069461975246668, "loss_rpn_loc": 0.07858641888014972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899883047060466, "mask_rcnn/false_negative": 0.09602917362253316, "mask_rcnn/false_positive": 0.12352404760433508, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1674459043424577, "total_loss": 0.8298651974182576} {"data_time": 0.012186372186988592, "eta_seconds": 55291.18920793757, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.37665386951240676, "fast_rcnn/fg_cls_accuracy": 0.6078461662951765, "iteration": 42439, "loss_box_reg": 0.24324586242437363, "loss_cls": 0.20316875912249088, "loss_mask": 0.24692419543862343, "loss_rpn_cls": 0.030548047623597085, "loss_rpn_loc": 0.0724519332870841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913335247224282, "mask_rcnn/false_negative": 0.09124946959593123, "mask_rcnn/false_positive": 0.11632002793397528, "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": 1.1521447128616273, "total_loss": 0.8204056123504415} {"data_time": 0.012483421480283141, "eta_seconds": 55267.938077067956, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27633715377268386, "fast_rcnn/fg_cls_accuracy": 0.6732284502068675, "iteration": 42459, "loss_box_reg": 0.2436339370906353, "loss_cls": 0.1979934647679329, "loss_mask": 0.25357935950160027, "loss_rpn_cls": 0.030018639750778675, "loss_rpn_loc": 0.06981313414871693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902690554905026, "mask_rcnn/false_negative": 0.09660934409548333, "mask_rcnn/false_positive": 0.12816186647206276, "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": 1.1655209786258638, "total_loss": 0.7968749470892362} {"data_time": 0.012723148567602038, "eta_seconds": 55210.51924176514, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3236373585308563, "fast_rcnn/fg_cls_accuracy": 0.6538382783545262, "iteration": 42479, "loss_box_reg": 0.22427314892411232, "loss_cls": 0.1832464002072811, "loss_mask": 0.2544624023139477, "loss_rpn_cls": 0.03349254641216248, "loss_rpn_loc": 0.07751730224117637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889735035698325, "mask_rcnn/false_negative": 0.09326334107036949, "mask_rcnn/false_positive": 0.11531977460632387, "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": 1.1278411308303475, "total_loss": 0.7325415269006044} {"data_time": 0.011043569073081017, "eta_seconds": 55186.34082283825, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.35209373799462157, "fast_rcnn/fg_cls_accuracy": 0.6172909039707124, "iteration": 42499, "loss_box_reg": 0.22820955514907837, "loss_cls": 0.19514199253171682, "loss_mask": 0.2592752706259489, "loss_rpn_cls": 0.027746032690629363, "loss_rpn_loc": 0.06311435950919986, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759102576077078, "mask_rcnn/false_negative": 0.10384729226199133, "mask_rcnn/false_positive": 0.1444346008219794, "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": 1.1461540865711868, "total_loss": 0.7803646175889298} {"data_time": 0.012654430465772748, "eta_seconds": 55154.49653904885, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3108286252354049, "fast_rcnn/fg_cls_accuracy": 0.6619182253153545, "iteration": 42519, "loss_box_reg": 0.2432880513370037, "loss_cls": 0.20069444924592972, "loss_mask": 0.2489035539329052, "loss_rpn_cls": 0.03237636911217123, "loss_rpn_loc": 0.0848221885971725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908157312298537, "mask_rcnn/false_negative": 0.09214568698554099, "mask_rcnn/false_positive": 0.1190899004980486, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 1.1423980719409883, "total_loss": 0.8325843352358788} {"data_time": 0.012616842286661267, "eta_seconds": 55099.399974066764, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.35583111341615786, "fast_rcnn/fg_cls_accuracy": 0.6124731841863316, "iteration": 42539, "loss_box_reg": 0.2237665094435215, "loss_cls": 0.19003914389759302, "loss_mask": 0.24587629362940788, "loss_rpn_cls": 0.025453842827118933, "loss_rpn_loc": 0.06620028306497261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929999523759393, "mask_rcnn/false_negative": 0.099946854285246, "mask_rcnn/false_positive": 0.12842427751391475, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.147304691374302, "total_loss": 0.7455154867493547} {"data_time": 0.01259798719547689, "eta_seconds": 55074.10858467221, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30961075373362124, "fast_rcnn/fg_cls_accuracy": 0.6595888761813038, "iteration": 42559, "loss_box_reg": 0.23362481966614723, "loss_cls": 0.19188633561134338, "loss_mask": 0.25202557630836964, "loss_rpn_cls": 0.029910798533819616, "loss_rpn_loc": 0.06947242934256792, "lr": 0.0001, "mask_rcnn/accuracy": 0.895634125127944, "mask_rcnn/false_negative": 0.091420423022288, "mask_rcnn/false_positive": 0.12554036199417665, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1459440246690065, "total_loss": 0.7723921443102881} {"data_time": 0.012740237871184945, "eta_seconds": 55052.961373161525, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3199953525025764, "fast_rcnn/fg_cls_accuracy": 0.6392979234198851, "iteration": 42579, "loss_box_reg": 0.25070345867425203, "loss_cls": 0.20856628566980362, "loss_mask": 0.24877276457846165, "loss_rpn_cls": 0.031428843387402594, "loss_rpn_loc": 0.07072644587606192, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032152370728826, "mask_rcnn/false_negative": 0.08250316647357608, "mask_rcnn/false_positive": 0.11033603550706396, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1720710878726095, "total_loss": 0.8196600151713938} {"data_time": 0.012852055951952934, "eta_seconds": 55027.67173089087, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3122633744855967, "fast_rcnn/fg_cls_accuracy": 0.6733333333333333, "iteration": 42599, "loss_box_reg": 0.22399218007922173, "loss_cls": 0.1891321251168847, "loss_mask": 0.2493974082171917, "loss_rpn_cls": 0.02681173349265009, "loss_rpn_loc": 0.07360880356281996, "lr": 0.0001, "mask_rcnn/accuracy": 0.895012188985701, "mask_rcnn/false_negative": 0.08934138300022867, "mask_rcnn/false_positive": 0.10513713638605507, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1475419979542494, "total_loss": 0.7916917237453163} {"data_time": 0.011970409657806158, "eta_seconds": 54990.35330576822, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2891360640301318, "fast_rcnn/fg_cls_accuracy": 0.6327817531305904, "iteration": 42619, "loss_box_reg": 0.24277861788868904, "loss_cls": 0.19223487004637718, "loss_mask": 0.25780629366636276, "loss_rpn_cls": 0.032978551142150536, "loss_rpn_loc": 0.07726896763779223, "lr": 0.0001, "mask_rcnn/accuracy": 0.887393492533515, "mask_rcnn/false_negative": 0.09766994108987176, "mask_rcnn/false_positive": 0.11968233159406963, "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": 1.1615110449492931, "total_loss": 0.7953559631714597} {"data_time": 0.012559295166283846, "eta_seconds": 54938.54057610035, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.306159793814433, "fast_rcnn/fg_cls_accuracy": 0.6613332872068083, "iteration": 42639, "loss_box_reg": 0.2415789868682623, "loss_cls": 0.19002637453377247, "loss_mask": 0.25318275205790997, "loss_rpn_cls": 0.03447828139178455, "loss_rpn_loc": 0.07923821033909917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914171580872154, "mask_rcnn/false_negative": 0.09604857294635966, "mask_rcnn/false_positive": 0.11362342909856679, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 1.1161646370310336, "total_loss": 0.8051010746276006} {"data_time": 0.011660523479804397, "eta_seconds": 54926.125128655694, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.25976620301864456, "fast_rcnn/fg_cls_accuracy": 0.7242930475504323, "iteration": 42659, "loss_box_reg": 0.23102876730263233, "loss_cls": 0.18337854836136103, "loss_mask": 0.2513129133731127, "loss_rpn_cls": 0.02769085392355919, "loss_rpn_loc": 0.07551725779194385, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989243815743799, "mask_rcnn/false_negative": 0.08602071705352987, "mask_rcnn/false_positive": 0.11683836570744109, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.155411224346608, "total_loss": 0.7970036750193685} {"data_time": 0.012874249601736665, "eta_seconds": 54936.864870898426, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3138260101491193, "fast_rcnn/fg_cls_accuracy": 0.6688770999115827, "iteration": 42679, "loss_box_reg": 0.2371822241693735, "loss_cls": 0.1979865673929453, "loss_mask": 0.24666902050375938, "loss_rpn_cls": 0.033757150173187256, "loss_rpn_loc": 0.07275256281718612, "lr": 0.0001, "mask_rcnn/accuracy": 0.886665234670257, "mask_rcnn/false_negative": 0.0951383536411316, "mask_rcnn/false_positive": 0.11967052767975152, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1684553800150752, "total_loss": 0.7919915093807504} {"data_time": 0.01176571217365563, "eta_seconds": 54891.95005709771, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.316937849096785, "fast_rcnn/fg_cls_accuracy": 0.6356521095683996, "iteration": 42699, "loss_box_reg": 0.2517056744545698, "loss_cls": 0.2100407900288701, "loss_mask": 0.25865292362868786, "loss_rpn_cls": 0.03527886583469808, "loss_rpn_loc": 0.07508716033771634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811357476845408, "mask_rcnn/false_negative": 0.09696539082405624, "mask_rcnn/false_positive": 0.13963451182043213, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1705672938842326, "total_loss": 0.8411082373932004} {"data_time": 0.012916369130834937, "eta_seconds": 54874.29093070328, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3659410627375158, "fast_rcnn/fg_cls_accuracy": 0.6307198257661621, "iteration": 42719, "loss_box_reg": 0.2565787695348263, "loss_cls": 0.2209161203354597, "loss_mask": 0.25865002535283566, "loss_rpn_cls": 0.028127607889473438, "loss_rpn_loc": 0.0664502801373601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953792794291631, "mask_rcnn/false_negative": 0.08294825478484293, "mask_rcnn/false_positive": 0.12479247647456151, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1758589935489, "total_loss": 0.8666570755885914} {"data_time": 0.0124888326972723, "eta_seconds": 54839.80595206842, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.27067389455782315, "fast_rcnn/fg_cls_accuracy": 0.6880970004582143, "iteration": 42739, "loss_box_reg": 0.2504977900534868, "loss_cls": 0.199086282402277, "loss_mask": 0.25464102253317833, "loss_rpn_cls": 0.030106499092653394, "loss_rpn_loc": 0.07920006103813648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881526648837601, "mask_rcnn/false_negative": 0.09577512577822758, "mask_rcnn/false_positive": 0.11033814547417642, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1498800534754992, "total_loss": 0.8053120970726013} {"data_time": 0.01187686319462955, "eta_seconds": 54837.28139682673, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.32281289424457305, "fast_rcnn/fg_cls_accuracy": 0.6400622421148332, "iteration": 42759, "loss_box_reg": 0.2319791130721569, "loss_cls": 0.20314931450411677, "loss_mask": 0.23392293602228165, "loss_rpn_cls": 0.03035623417235911, "loss_rpn_loc": 0.06926625897176564, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046574292110006, "mask_rcnn/false_negative": 0.08156767255232311, "mask_rcnn/false_positive": 0.1155168448311348, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1666468859184533, "total_loss": 0.7848394301836379} {"data_time": 0.012305976590141654, "eta_seconds": 54799.10954960156, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.36639548160835167, "fast_rcnn/fg_cls_accuracy": 0.6122155615365794, "iteration": 42779, "loss_box_reg": 0.22223101742565632, "loss_cls": 0.19359421776607633, "loss_mask": 0.24586814641952515, "loss_rpn_cls": 0.02291281847283244, "loss_rpn_loc": 0.06137514999136329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903153328075961, "mask_rcnn/false_negative": 0.09474230259836337, "mask_rcnn/false_positive": 0.1206552375292694, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.152680880157277, "total_loss": 0.7244178146356717} {"data_time": 0.012135266559198499, "eta_seconds": 54775.899422727525, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.29224137931034483, "fast_rcnn/fg_cls_accuracy": 0.6761029411764705, "iteration": 42799, "loss_box_reg": 0.2287066038697958, "loss_cls": 0.18982359394431114, "loss_mask": 0.2538883928209543, "loss_rpn_cls": 0.03296221198979765, "loss_rpn_loc": 0.07182564632967114, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027628744669696, "mask_rcnn/false_negative": 0.08349360123927, "mask_rcnn/false_positive": 0.11747933838028662, "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": 1.1584060112945735, "total_loss": 0.77068867883645} {"data_time": 0.012120095081627369, "eta_seconds": 54738.87218436692, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.28598840852130325, "fast_rcnn/fg_cls_accuracy": 0.7080200501253133, "iteration": 42819, "loss_box_reg": 0.24316643550992012, "loss_cls": 0.21117689367383718, "loss_mask": 0.24329249188303947, "loss_rpn_cls": 0.03329404746182263, "loss_rpn_loc": 0.06644982378929853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885649359525112, "mask_rcnn/false_negative": 0.09320637909753493, "mask_rcnn/false_positive": 0.13259776394083622, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1631606789305806, "total_loss": 0.8091522152535617} {"data_time": 0.012050142046064138, "eta_seconds": 54697.979584755376, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.30492424242424243, "fast_rcnn/fg_cls_accuracy": 0.6544172932330827, "iteration": 42839, "loss_box_reg": 0.22395836934447289, "loss_cls": 0.19048924650996923, "loss_mask": 0.24810145795345306, "loss_rpn_cls": 0.028094648849219084, "loss_rpn_loc": 0.07373598776757717, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016253069881074, "mask_rcnn/false_negative": 0.07861609548611838, "mask_rcnn/false_positive": 0.10764297095648388, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.1602107968647033, "total_loss": 0.7582648019888438} {"data_time": 0.012801840202882886, "eta_seconds": 54674.78281648364, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3278222681477654, "fast_rcnn/fg_cls_accuracy": 0.6408548324990373, "iteration": 42859, "loss_box_reg": 0.23540436290204525, "loss_cls": 0.2050987333059311, "loss_mask": 0.24287190102040768, "loss_rpn_cls": 0.025199870113283396, "loss_rpn_loc": 0.06512344116345048, "lr": 0.0001, "mask_rcnn/accuracy": 0.896816503840704, "mask_rcnn/false_negative": 0.086261879688041, "mask_rcnn/false_positive": 0.11078033923711264, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1592436078935862, "total_loss": 0.8015752104111016} {"data_time": 0.012837105430662632, "eta_seconds": 54667.48259220272, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.3062149859943978, "fast_rcnn/fg_cls_accuracy": 0.6493862922230951, "iteration": 42879, "loss_box_reg": 0.25702366419136524, "loss_cls": 0.20623745024204254, "loss_mask": 0.24864361062645912, "loss_rpn_cls": 0.03132331042434089, "loss_rpn_loc": 0.07687455369159579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936216399879191, "mask_rcnn/false_negative": 0.09308302133817736, "mask_rcnn/false_positive": 0.125392299840309, "roi_head/num_bg_samples": 428.125, "roi_head/num_fg_samples": 83.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1625366399530321, "total_loss": 0.8191181904403493} {"data_time": 0.012053103419020772, "eta_seconds": 54628.389279940166, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3210647586708707, "fast_rcnn/fg_cls_accuracy": 0.6657529239766082, "iteration": 42899, "loss_box_reg": 0.22932088002562523, "loss_cls": 0.19272773154079914, "loss_mask": 0.2522403299808502, "loss_rpn_cls": 0.03578017686959356, "loss_rpn_loc": 0.06634777900762856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803207630878438, "mask_rcnn/false_negative": 0.09393996786327594, "mask_rcnn/false_positive": 0.1296118643032364, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.152554547181353, "total_loss": 0.7676907120039687} {"data_time": 0.012819506460800767, "eta_seconds": 54590.60981183313, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29994259154991776, "fast_rcnn/fg_cls_accuracy": 0.6559814563545907, "iteration": 42919, "loss_box_reg": 0.23378229048103094, "loss_cls": 0.18894132878631353, "loss_mask": 0.25739797949790955, "loss_rpn_cls": 0.029005409334786236, "loss_rpn_loc": 0.07381148333661258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890420125841488, "mask_rcnn/false_negative": 0.0993849594440969, "mask_rcnn/false_positive": 0.1365876162618353, "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": 1.1489794934168458, "total_loss": 0.7801566250855103} {"data_time": 0.01184049854055047, "eta_seconds": 54557.82511603087, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.24181445191243556, "fast_rcnn/fg_cls_accuracy": 0.7289895638952242, "iteration": 42939, "loss_box_reg": 0.23804016411304474, "loss_cls": 0.20280661433935165, "loss_mask": 0.2428599689155817, "loss_rpn_cls": 0.029414366465061903, "loss_rpn_loc": 0.06168911117129028, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034989916850789, "mask_rcnn/false_negative": 0.09625241225886773, "mask_rcnn/false_positive": 0.09637556758700926, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.115818549413234, "total_loss": 0.7677792014437728} {"data_time": 0.011867760680615902, "eta_seconds": 54536.401423215866, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3218086010538841, "fast_rcnn/fg_cls_accuracy": 0.6251243250923558, "iteration": 42959, "loss_box_reg": 0.23602009750902653, "loss_cls": 0.21153010241687298, "loss_mask": 0.24885545670986176, "loss_rpn_cls": 0.03121216455474496, "loss_rpn_loc": 0.0652815350331366, "lr": 0.0001, "mask_rcnn/accuracy": 0.883416076657265, "mask_rcnn/false_negative": 0.09981968097996094, "mask_rcnn/false_positive": 0.13521471113982886, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1657205924857408, "total_loss": 0.7925870948820375} {"data_time": 0.012047264259308577, "eta_seconds": 54521.03809159715, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3081159900157914, "fast_rcnn/fg_cls_accuracy": 0.6774170274170275, "iteration": 42979, "loss_box_reg": 0.24179974664002657, "loss_cls": 0.2228080816566944, "loss_mask": 0.25002602487802505, "loss_rpn_cls": 0.03978717396967113, "loss_rpn_loc": 0.07682944391854107, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871838965761278, "mask_rcnn/false_negative": 0.10439901768796339, "mask_rcnn/false_positive": 0.12893500469371427, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1703309880103916, "total_loss": 0.8188989638583735} {"data_time": 0.012468586210161448, "eta_seconds": 54487.072015879676, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3476230037847318, "fast_rcnn/fg_cls_accuracy": 0.6355764792762855, "iteration": 42999, "loss_box_reg": 0.2451737355440855, "loss_cls": 0.19952353462576866, "loss_mask": 0.25434729643166065, "loss_rpn_cls": 0.03155864297877997, "loss_rpn_loc": 0.07049822132103145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935770309781709, "mask_rcnn/false_negative": 0.09386635647602898, "mask_rcnn/false_positive": 0.11795700718258692, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1319209195207804, "total_loss": 0.811652110889554} {"data_time": 0.012662825640290976, "eta_seconds": 54446.72889959067, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29541429711663175, "fast_rcnn/fg_cls_accuracy": 0.6790631547440886, "iteration": 43019, "loss_box_reg": 0.22227751649916172, "loss_cls": 0.19976933859288692, "loss_mask": 0.2376548871397972, "loss_rpn_cls": 0.028383355063851923, "loss_rpn_loc": 0.07207874022424221, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007526694888481, "mask_rcnn/false_negative": 0.08456068017668679, "mask_rcnn/false_positive": 0.11689650680010535, "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": 1.1555570277851075, "total_loss": 0.7632604866521433} {"data_time": 0.011621511308476329, "eta_seconds": 54432.046716380864, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.33280085197018106, "fast_rcnn/fg_cls_accuracy": 0.6308927727916864, "iteration": 43039, "loss_box_reg": 0.21549101546406746, "loss_cls": 0.18254789430648088, "loss_mask": 0.2454213984310627, "loss_rpn_cls": 0.03187588066793978, "loss_rpn_loc": 0.07411192206200212, "lr": 0.0001, "mask_rcnn/accuracy": 0.894104099209784, "mask_rcnn/false_negative": 0.09074260429164677, "mask_rcnn/false_positive": 0.12456659004552526, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1554062378127128, "total_loss": 0.752248163393233} {"data_time": 0.013519617496058345, "eta_seconds": 54424.40825129859, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3134562298226735, "fast_rcnn/fg_cls_accuracy": 0.633379672536299, "iteration": 43059, "loss_box_reg": 0.23192025441676378, "loss_cls": 0.1990266041830182, "loss_mask": 0.24804559536278248, "loss_rpn_cls": 0.03269077418372035, "loss_rpn_loc": 0.06890380592085421, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010357180717814, "mask_rcnn/false_negative": 0.08246418040979883, "mask_rcnn/false_positive": 0.12866997028540506, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1661355707328767, "total_loss": 0.8009359926218167} {"data_time": 0.011648400221019983, "eta_seconds": 54401.21932575479, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.31104884329618376, "fast_rcnn/fg_cls_accuracy": 0.6594925204124202, "iteration": 43079, "loss_box_reg": 0.24583067884668708, "loss_cls": 0.2012315271422267, "loss_mask": 0.24704844690859318, "loss_rpn_cls": 0.02892180299386382, "loss_rpn_loc": 0.05918185180053115, "lr": 0.0001, "mask_rcnn/accuracy": 0.894033152053925, "mask_rcnn/false_negative": 0.08875658985644552, "mask_rcnn/false_positive": 0.12595713698727828, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1556002714205533, "total_loss": 0.7769085412146524} {"data_time": 0.012537348084151745, "eta_seconds": 54372.33314793557, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.31465201465201464, "fast_rcnn/fg_cls_accuracy": 0.6433699633699634, "iteration": 43099, "loss_box_reg": 0.23738288134336472, "loss_cls": 0.1982086133211851, "loss_mask": 0.2616220507770777, "loss_rpn_cls": 0.026842224644497037, "loss_rpn_loc": 0.06990023772232234, "lr": 0.0001, "mask_rcnn/accuracy": 0.891529582293684, "mask_rcnn/false_negative": 0.10200171699977297, "mask_rcnn/false_positive": 0.10488006812311443, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1596731808967888, "total_loss": 0.7767832819372416} {"data_time": 0.011913336114957929, "eta_seconds": 54354.84147466719, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.28770516950452524, "fast_rcnn/fg_cls_accuracy": 0.6939773578623158, "iteration": 43119, "loss_box_reg": 0.2348782350309193, "loss_cls": 0.1994854472577572, "loss_mask": 0.25232574343681335, "loss_rpn_cls": 0.02987221267540008, "loss_rpn_loc": 0.07252772082574666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866231002045989, "mask_rcnn/false_negative": 0.09608304309167882, "mask_rcnn/false_positive": 0.11861622346553384, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.1644085408188403, "total_loss": 0.8199610224692151} {"data_time": 0.012503237929195166, "eta_seconds": 54327.716213688254, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.38656108597285066, "fast_rcnn/fg_cls_accuracy": 0.5943960027432154, "iteration": 43139, "loss_box_reg": 0.23832620400935411, "loss_cls": 0.21063045598566532, "loss_mask": 0.2454196009784937, "loss_rpn_cls": 0.026457012398168445, "loss_rpn_loc": 0.05930391373112798, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059795437352143, "mask_rcnn/false_negative": 0.07548635193618841, "mask_rcnn/false_positive": 0.10793784274615989, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1511786689516157, "total_loss": 0.7927843406796455} {"data_time": 0.01276830374263227, "eta_seconds": 54301.584111144766, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.29575499412455936, "fast_rcnn/fg_cls_accuracy": 0.6511662862550799, "iteration": 43159, "loss_box_reg": 0.24644330702722073, "loss_cls": 0.2085032518953085, "loss_mask": 0.23606307059526443, "loss_rpn_cls": 0.02926731714978814, "loss_rpn_loc": 0.07779911532998085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982303476420351, "mask_rcnn/false_negative": 0.08607044223172716, "mask_rcnn/false_positive": 0.11709910925792708, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.131006124895066, "total_loss": 0.8358002118766308} {"data_time": 0.012047128053382039, "eta_seconds": 54246.20061961934, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.348613586848881, "fast_rcnn/fg_cls_accuracy": 0.6312717907784062, "iteration": 43179, "loss_box_reg": 0.24676004145294428, "loss_cls": 0.19576603174209595, "loss_mask": 0.24830987863242626, "loss_rpn_cls": 0.02638862025924027, "loss_rpn_loc": 0.07295012311078608, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871254768958936, "mask_rcnn/false_negative": 0.09287969787521168, "mask_rcnn/false_positive": 0.13474932346165808, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1213476373814046, "total_loss": 0.7931914776563644} {"data_time": 0.011749277589842677, "eta_seconds": 54223.02838526666, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.31352583586626137, "fast_rcnn/fg_cls_accuracy": 0.666955266955267, "iteration": 43199, "loss_box_reg": 0.24548335745930672, "loss_cls": 0.20893296040594578, "loss_mask": 0.25134607031941414, "loss_rpn_cls": 0.02945211692713201, "loss_rpn_loc": 0.07413011393509805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893400199885779, "mask_rcnn/false_negative": 0.09297716403716294, "mask_rcnn/false_positive": 0.1200632158395614, "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": 1.1781371016986668, "total_loss": 0.8035755445016548} {"data_time": 0.011892745038494468, "eta_seconds": 54178.08181750588, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3284047256649996, "fast_rcnn/fg_cls_accuracy": 0.6616299518696779, "iteration": 43219, "loss_box_reg": 0.2096163695678115, "loss_cls": 0.17704018205404282, "loss_mask": 0.25615701638162136, "loss_rpn_cls": 0.02399649389553815, "loss_rpn_loc": 0.06535598961636424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963555333042075, "mask_rcnn/false_negative": 0.08769044929923271, "mask_rcnn/false_positive": 0.11553178755287408, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.156348189804703, "total_loss": 0.7407025538850576} {"data_time": 0.012406439054757357, "eta_seconds": 54152.36067088321, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29240003693785205, "fast_rcnn/fg_cls_accuracy": 0.6896214302631415, "iteration": 43239, "loss_box_reg": 0.2253055926412344, "loss_cls": 0.2050155196338892, "loss_mask": 0.24618164263665676, "loss_rpn_cls": 0.029800622956827283, "loss_rpn_loc": 0.06277937022969127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846740142469629, "mask_rcnn/false_negative": 0.08584953419900879, "mask_rcnn/false_positive": 0.137998832947155, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.156402551336214, "total_loss": 0.7688091532327235} {"data_time": 0.011961946031078696, "eta_seconds": 54118.224160876125, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.2889644142343063, "fast_rcnn/fg_cls_accuracy": 0.6845973808424201, "iteration": 43259, "loss_box_reg": 0.24679739400744438, "loss_cls": 0.19973238836973906, "loss_mask": 0.25071898102760315, "loss_rpn_cls": 0.03303568670526147, "loss_rpn_loc": 0.07124024047516286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968427901463616, "mask_rcnn/false_negative": 0.0920644861737201, "mask_rcnn/false_positive": 0.1204234026486399, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.153438825160265, "total_loss": 0.8190799246076494} {"data_time": 0.01240410259924829, "eta_seconds": 54109.92850467563, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33145780051150897, "fast_rcnn/fg_cls_accuracy": 0.6612953692115144, "iteration": 43279, "loss_box_reg": 0.23531866632401943, "loss_cls": 0.19952210411429405, "loss_mask": 0.25087024085223675, "loss_rpn_cls": 0.032717525493353605, "loss_rpn_loc": 0.06873997836373746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996198694995239, "mask_rcnn/false_negative": 0.09071727426249723, "mask_rcnn/false_positive": 0.11130805052047471, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.1890753554180264, "total_loss": 0.7847238872200251} {"data_time": 0.0121617685072124, "eta_seconds": 54093.62465403974, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.35430539609644085, "fast_rcnn/fg_cls_accuracy": 0.6365384615384615, "iteration": 43299, "loss_box_reg": 0.22827244736254215, "loss_cls": 0.19996293634176254, "loss_mask": 0.253995256498456, "loss_rpn_cls": 0.03225753246806562, "loss_rpn_loc": 0.07927100267261267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866548479510852, "mask_rcnn/false_negative": 0.10640231705540695, "mask_rcnn/false_positive": 0.12265922154777961, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.1685980015899986, "total_loss": 0.8011711480794474} {"data_time": 0.011662980075925589, "eta_seconds": 54039.56341043115, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.39306724590460673, "fast_rcnn/fg_cls_accuracy": 0.5766497108215456, "iteration": 43319, "loss_box_reg": 0.2204616330564022, "loss_cls": 0.18939000321552157, "loss_mask": 0.24177371338009834, "loss_rpn_cls": 0.0330212073167786, "loss_rpn_loc": 0.06456867861561477, "lr": 0.0001, "mask_rcnn/accuracy": 0.892305967001628, "mask_rcnn/false_negative": 0.09176549830165498, "mask_rcnn/false_positive": 0.12691317532337304, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1544485229533166, "total_loss": 0.7518415324157104} {"data_time": 0.013246138580143452, "eta_seconds": 54025.59562144801, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.36695193035017726, "fast_rcnn/fg_cls_accuracy": 0.6108115180267814, "iteration": 43339, "loss_box_reg": 0.2524266876280308, "loss_cls": 0.21320568583905697, "loss_mask": 0.2550434935837984, "loss_rpn_cls": 0.03259143978357315, "loss_rpn_loc": 0.07307708892039955, "lr": 0.0001, "mask_rcnn/accuracy": 0.890001437477239, "mask_rcnn/false_negative": 0.09266368015582284, "mask_rcnn/false_positive": 0.12325347195745168, "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": 1.1601549566257745, "total_loss": 0.8486424963921309} {"data_time": 0.012315867468714714, "eta_seconds": 53987.80765151605, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2841387185959851, "fast_rcnn/fg_cls_accuracy": 0.6893083128049076, "iteration": 43359, "loss_box_reg": 0.21832324005663395, "loss_cls": 0.18455807771533728, "loss_mask": 0.24525702372193336, "loss_rpn_cls": 0.035091284080408514, "loss_rpn_loc": 0.06482297915499657, "lr": 0.0001, "mask_rcnn/accuracy": 0.898752574047027, "mask_rcnn/false_negative": 0.07514936580289036, "mask_rcnn/false_positive": 0.12023864983714858, "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": 1.1431424380280077, "total_loss": 0.7411011803196743} {"data_time": 0.01224343036301434, "eta_seconds": 53979.80636531487, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.30159689601178963, "fast_rcnn/fg_cls_accuracy": 0.6412382431927935, "iteration": 43379, "loss_box_reg": 0.2251873668283224, "loss_cls": 0.1907075848430395, "loss_mask": 0.23816168494522572, "loss_rpn_cls": 0.03289710124954581, "loss_rpn_loc": 0.08182943752035499, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959213052231765, "mask_rcnn/false_negative": 0.09006091469995206, "mask_rcnn/false_positive": 0.1166914784240394, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1675598858855665, "total_loss": 0.7736425397451967} {"data_time": 0.01185912056826055, "eta_seconds": 53938.557488890365, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3150276806526806, "fast_rcnn/fg_cls_accuracy": 0.6521846370683579, "iteration": 43399, "loss_box_reg": 0.250848432071507, "loss_cls": 0.2184317633509636, "loss_mask": 0.24945986457169056, "loss_rpn_cls": 0.027382544009014964, "loss_rpn_loc": 0.07588682230561972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893603060891971, "mask_rcnn/false_negative": 0.0887588492101137, "mask_rcnn/false_positive": 0.13283470800590758, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 207.625, "rpn/num_pos_anchors": 48.375, "time": 1.1563235989306122, "total_loss": 0.8213001650874503} {"data_time": 0.013415046501904726, "eta_seconds": 53905.53633953445, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3107165274491816, "fast_rcnn/fg_cls_accuracy": 0.663391434503404, "iteration": 43419, "loss_box_reg": 0.2467039441689849, "loss_cls": 0.21283005084842443, "loss_mask": 0.2617961522191763, "loss_rpn_cls": 0.044165552128106356, "loss_rpn_loc": 0.09083219803869724, "lr": 0.0001, "mask_rcnn/accuracy": 0.888848696604891, "mask_rcnn/false_negative": 0.09231460491669477, "mask_rcnn/false_positive": 0.13129338807090407, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.1534687234088778, "total_loss": 0.8797381459735334} {"data_time": 0.01198649569414556, "eta_seconds": 53916.69838629663, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2828635182465258, "fast_rcnn/fg_cls_accuracy": 0.6816480748470672, "iteration": 43439, "loss_box_reg": 0.24277294613420963, "loss_cls": 0.19974559359252453, "loss_mask": 0.24897649511694908, "loss_rpn_cls": 0.03480228001717478, "loss_rpn_loc": 0.07865611463785172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991347383640105, "mask_rcnn/false_negative": 0.08504974158128759, "mask_rcnn/false_positive": 0.11674790025334365, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1866917973384261, "total_loss": 0.8173734962474555} {"data_time": 0.01273169694468379, "eta_seconds": 53905.02687919885, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3124609943831912, "fast_rcnn/fg_cls_accuracy": 0.6605716820889846, "iteration": 43459, "loss_box_reg": 0.23489177785813808, "loss_cls": 0.19164725858718157, "loss_mask": 0.2454064730554819, "loss_rpn_cls": 0.0329438264016062, "loss_rpn_loc": 0.06902751931920648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980507755427753, "mask_rcnn/false_negative": 0.08892299265723003, "mask_rcnn/false_positive": 0.13818747608538479, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1669394464697689, "total_loss": 0.7534004801418632} {"data_time": 0.012109297094866633, "eta_seconds": 53894.27738890983, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3284711710471997, "fast_rcnn/fg_cls_accuracy": 0.6354585172012558, "iteration": 43479, "loss_box_reg": 0.2669259998947382, "loss_cls": 0.20961510576307774, "loss_mask": 0.2536283377557993, "loss_rpn_cls": 0.034720023861154914, "loss_rpn_loc": 0.08644250128418207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963408430132069, "mask_rcnn/false_negative": 0.0889257310844229, "mask_rcnn/false_positive": 0.109577199817127, "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": 1.1658640885725617, "total_loss": 0.8592258307617158} {"data_time": 0.011044268263503909, "eta_seconds": 53875.44486997649, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3377470355731225, "fast_rcnn/fg_cls_accuracy": 0.6577733860342556, "iteration": 43499, "loss_box_reg": 0.24027667939662933, "loss_cls": 0.18832889385521412, "loss_mask": 0.24295611679553986, "loss_rpn_cls": 0.026376184076070786, "loss_rpn_loc": 0.0754041182808578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933478522193585, "mask_rcnn/false_negative": 0.08612477109508243, "mask_rcnn/false_positive": 0.11926703900317684, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 1.1593926404602826, "total_loss": 0.7697164653800428} {"data_time": 0.013657207367941737, "eta_seconds": 53852.76593340561, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3466698841698842, "fast_rcnn/fg_cls_accuracy": 0.6234546703296704, "iteration": 43519, "loss_box_reg": 0.22208862286061049, "loss_cls": 0.18357786629348993, "loss_mask": 0.25234904885292053, "loss_rpn_cls": 0.03155677730683237, "loss_rpn_loc": 0.07030539208790287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839929581446235, "mask_rcnn/false_negative": 0.09744135431187459, "mask_rcnn/false_positive": 0.12685479055923077, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1535816905088723, "total_loss": 0.7528265565633774} {"data_time": 0.012192772468551993, "eta_seconds": 53834.18751253281, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.27251262009444716, "fast_rcnn/fg_cls_accuracy": 0.661898446381205, "iteration": 43539, "loss_box_reg": 0.22338500432670116, "loss_cls": 0.19071766268461943, "loss_mask": 0.243957850150764, "loss_rpn_cls": 0.030762788781430572, "loss_rpn_loc": 0.05996038834564388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969098709369479, "mask_rcnn/false_negative": 0.08496179575578358, "mask_rcnn/false_positive": 0.11516420607690703, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1596725361887366, "total_loss": 0.7376695153070614} {"data_time": 0.011693925131112337, "eta_seconds": 53840.70327677764, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2894550981867314, "fast_rcnn/fg_cls_accuracy": 0.650910931174089, "iteration": 43559, "loss_box_reg": 0.24564243759959936, "loss_cls": 0.1980959251523018, "loss_mask": 0.25240799970924854, "loss_rpn_cls": 0.02856542798690498, "loss_rpn_loc": 0.06954666273668408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989801738331507, "mask_rcnn/false_negative": 0.09350644266956085, "mask_rcnn/false_positive": 0.11338680691475772, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1665525876451284, "total_loss": 0.8308759451610968} {"data_time": 0.011494304984807968, "eta_seconds": 53808.016948625445, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3206393270241851, "fast_rcnn/fg_cls_accuracy": 0.6482649842271293, "iteration": 43579, "loss_box_reg": 0.23096578940749168, "loss_cls": 0.20005254074931145, "loss_mask": 0.2520524524152279, "loss_rpn_cls": 0.031337922206148505, "loss_rpn_loc": 0.0706178282853216, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835062881470688, "mask_rcnn/false_negative": 0.08976148167369544, "mask_rcnn/false_positive": 0.14583757609573686, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1642803493887186, "total_loss": 0.8001726123038679} {"data_time": 0.011728622019290924, "eta_seconds": 53819.35382448137, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31995589499116284, "fast_rcnn/fg_cls_accuracy": 0.6689957214925818, "iteration": 43599, "loss_box_reg": 0.25320524256676435, "loss_cls": 0.19711135514080524, "loss_mask": 0.24198869429528713, "loss_rpn_cls": 0.03357176063582301, "loss_rpn_loc": 0.07491416204720736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878251722254495, "mask_rcnn/false_negative": 0.089867405459927, "mask_rcnn/false_positive": 0.14189961929278355, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1681547791231424, "total_loss": 0.8246138608083129} {"data_time": 0.012144567212089896, "eta_seconds": 53811.38253488112, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3032053648332718, "fast_rcnn/fg_cls_accuracy": 0.6455035879688533, "iteration": 43619, "loss_box_reg": 0.23148808255791664, "loss_cls": 0.18539424054324627, "loss_mask": 0.2540717329829931, "loss_rpn_cls": 0.030267194495536387, "loss_rpn_loc": 0.06547145103104413, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856700212771852, "mask_rcnn/false_negative": 0.09275904683759292, "mask_rcnn/false_positive": 0.1240470719136626, "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": 1.1728416259866208, "total_loss": 0.7623301094863564} {"data_time": 0.013674725079908967, "eta_seconds": 53801.74153198488, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3390151515151515, "fast_rcnn/fg_cls_accuracy": 0.6360837438423645, "iteration": 43639, "loss_box_reg": 0.23454390279948711, "loss_cls": 0.2063894122838974, "loss_mask": 0.25017722323536873, "loss_rpn_cls": 0.034300205879844725, "loss_rpn_loc": 0.07538591977208853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935275771055594, "mask_rcnn/false_negative": 0.09089453014855367, "mask_rcnn/false_positive": 0.13242136049962133, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1732516456395388, "total_loss": 0.8020991971134208} {"data_time": 0.012071840465068817, "eta_seconds": 53789.00919423904, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3512472073623153, "fast_rcnn/fg_cls_accuracy": 0.6226053639846744, "iteration": 43659, "loss_box_reg": 0.23745519667863846, "loss_cls": 0.19863451644778252, "loss_mask": 0.24847912043333054, "loss_rpn_cls": 0.030503707414027303, "loss_rpn_loc": 0.06679439428262413, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933760376440008, "mask_rcnn/false_negative": 0.092918045315227, "mask_rcnn/false_positive": 0.12119858153671989, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1748156587127596, "total_loss": 0.78168157604523} {"data_time": 0.011567670851945877, "eta_seconds": 53763.744578864425, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2622171945701357, "fast_rcnn/fg_cls_accuracy": 0.6839234723015419, "iteration": 43679, "loss_box_reg": 0.23136843368411064, "loss_cls": 0.19965068064630032, "loss_mask": 0.25072108767926693, "loss_rpn_cls": 0.033435963559895754, "loss_rpn_loc": 0.07142204907722771, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923804721637378, "mask_rcnn/false_negative": 0.09228379186111266, "mask_rcnn/false_positive": 0.1177007080440492, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1654041036963463, "total_loss": 0.779585946816951} {"data_time": 0.0124347482342273, "eta_seconds": 53740.53052680101, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3718007052667501, "fast_rcnn/fg_cls_accuracy": 0.597533594435816, "iteration": 43699, "loss_box_reg": 0.23300630785524845, "loss_cls": 0.19137931615114212, "loss_mask": 0.2536907475441694, "loss_rpn_cls": 0.033539003459736705, "loss_rpn_loc": 0.07518507493659854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891443170786879, "mask_rcnn/false_negative": 0.09634497845589993, "mask_rcnn/false_positive": 0.12475329336646221, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.164355372544378, "total_loss": 0.7984513086266816} {"data_time": 0.011756493709981441, "eta_seconds": 53717.3164747376, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.3482811094971294, "fast_rcnn/fg_cls_accuracy": 0.6325555667303631, "iteration": 43719, "loss_box_reg": 0.25950334407389164, "loss_cls": 0.21378399897366762, "loss_mask": 0.25658125057816505, "loss_rpn_cls": 0.032241135893855244, "loss_rpn_loc": 0.06870944146066904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920554050750187, "mask_rcnn/false_negative": 0.09172889138364389, "mask_rcnn/false_positive": 0.11655339715589721, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.171460519777611, "total_loss": 0.8346502867061645} {"data_time": 0.01255687209777534, "eta_seconds": 53698.420048370026, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.31610089580386613, "fast_rcnn/fg_cls_accuracy": 0.6490825082508251, "iteration": 43739, "loss_box_reg": 0.2332161981612444, "loss_cls": 0.20586599968373775, "loss_mask": 0.24476313218474388, "loss_rpn_cls": 0.03619443147908896, "loss_rpn_loc": 0.06288852146826684, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012093393695506, "mask_rcnn/false_negative": 0.0894968906395001, "mask_rcnn/false_positive": 0.11782086718477333, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1523967159446329, "total_loss": 0.8077023327350616} {"data_time": 0.012132270960137248, "eta_seconds": 53669.46835577488, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.34597528504130537, "fast_rcnn/fg_cls_accuracy": 0.6449390815370197, "iteration": 43759, "loss_box_reg": 0.2314122747629881, "loss_cls": 0.20185787230730057, "loss_mask": 0.24786439538002014, "loss_rpn_cls": 0.02714099473087117, "loss_rpn_loc": 0.06928793713450432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959688079777366, "mask_rcnn/false_negative": 0.08934234258663185, "mask_rcnn/false_positive": 0.12523506080692737, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1442096885293722, "total_loss": 0.8032064305152744} {"data_time": 0.011187733383849263, "eta_seconds": 53656.27302583773, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3274274316754371, "fast_rcnn/fg_cls_accuracy": 0.6511097436767951, "iteration": 43779, "loss_box_reg": 0.22874521557241678, "loss_cls": 0.18220617715269327, "loss_mask": 0.2458871304988861, "loss_rpn_cls": 0.02943376952316612, "loss_rpn_loc": 0.06724325753748417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963813783831882, "mask_rcnn/false_negative": 0.08921502908592817, "mask_rcnn/false_positive": 0.12893757349263654, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1621730595361441, "total_loss": 0.7681493011768907} {"data_time": 0.012011089129373431, "eta_seconds": 53664.39365618862, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.34271983250856486, "fast_rcnn/fg_cls_accuracy": 0.6379096064976895, "iteration": 43799, "loss_box_reg": 0.24669915437698364, "loss_cls": 0.2021075114607811, "loss_mask": 0.25996552035212517, "loss_rpn_cls": 0.02982883737422526, "loss_rpn_loc": 0.07398952427320182, "lr": 0.0001, "mask_rcnn/accuracy": 0.895879395971185, "mask_rcnn/false_negative": 0.09940276091486543, "mask_rcnn/false_positive": 0.10929408569946608, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.17016198951751, "total_loss": 0.8268102771253325} {"data_time": 0.012199749005958438, "eta_seconds": 53641.16231694352, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2978214093598709, "fast_rcnn/fg_cls_accuracy": 0.6856746079666016, "iteration": 43819, "loss_box_reg": 0.22255916520953178, "loss_cls": 0.17538392916321754, "loss_mask": 0.24459143914282322, "loss_rpn_cls": 0.03182828612625599, "loss_rpn_loc": 0.07054320117458701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889214603846611, "mask_rcnn/false_negative": 0.09552054116826675, "mask_rcnn/false_positive": 0.11736719453563857, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1601999276317656, "total_loss": 0.7662399866094347} {"data_time": 0.011636539828032255, "eta_seconds": 53626.07131000608, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27211538461538465, "fast_rcnn/fg_cls_accuracy": 0.7037301061007957, "iteration": 43839, "loss_box_reg": 0.21608564350754023, "loss_cls": 0.18360451329499483, "loss_mask": 0.24099410697817802, "loss_rpn_cls": 0.031347832875326276, "loss_rpn_loc": 0.06992019759491086, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007143807515539, "mask_rcnn/false_negative": 0.09137824483826745, "mask_rcnn/false_positive": 0.10070957560136956, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1693664097692817, "total_loss": 0.7341523759241682} {"data_time": 0.012425645487383008, "eta_seconds": 53610.629339609295, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3341194968553459, "fast_rcnn/fg_cls_accuracy": 0.652629749768304, "iteration": 43859, "loss_box_reg": 0.2307040523737669, "loss_cls": 0.19596459809690714, "loss_mask": 0.24472351372241974, "loss_rpn_cls": 0.03709430142771453, "loss_rpn_loc": 0.08699545648414642, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112682332548404, "mask_rcnn/false_negative": 0.08312538660266475, "mask_rcnn/false_positive": 0.10356115663712373, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1645243393722922, "total_loss": 0.7993105724453926} {"data_time": 0.014013165142387152, "eta_seconds": 53579.601577501744, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3015544041450777, "fast_rcnn/fg_cls_accuracy": 0.6597716610347429, "iteration": 43879, "loss_box_reg": 0.21721850708127022, "loss_cls": 0.17309155594557524, "loss_mask": 0.24626122042536736, "loss_rpn_cls": 0.0302242839243263, "loss_rpn_loc": 0.07546485774219036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866205449571133, "mask_rcnn/false_negative": 0.08684268882742599, "mask_rcnn/false_positive": 0.13051693054356805, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.15255158348009, "total_loss": 0.7494366322644055} {"data_time": 0.012621236499398947, "eta_seconds": 53556.366711249575, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.320271164021164, "fast_rcnn/fg_cls_accuracy": 0.6522302463891249, "iteration": 43899, "loss_box_reg": 0.23610370233654976, "loss_cls": 0.1930191135033965, "loss_mask": 0.24932374618947506, "loss_rpn_cls": 0.031178334029391408, "loss_rpn_loc": 0.07693405938334763, "lr": 0.0001, "mask_rcnn/accuracy": 0.894804737086222, "mask_rcnn/false_negative": 0.09609262387577389, "mask_rcnn/false_positive": 0.10862980892643984, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1405910192988813, "total_loss": 0.7797297635115683} {"data_time": 0.011743270792067051, "eta_seconds": 53536.08964562416, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.29862016380943013, "fast_rcnn/fg_cls_accuracy": 0.6572098125249302, "iteration": 43919, "loss_box_reg": 0.252530500292778, "loss_cls": 0.20545956678688526, "loss_mask": 0.2611221522092819, "loss_rpn_cls": 0.03264900401700288, "loss_rpn_loc": 0.07409239700064063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827622806368924, "mask_rcnn/false_negative": 0.10342444629255289, "mask_rcnn/false_positive": 0.12189096530604432, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1563648742157966, "total_loss": 0.8349627433344722} {"data_time": 0.011686882004141808, "eta_seconds": 53525.45110340696, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.2895222721081572, "fast_rcnn/fg_cls_accuracy": 0.7074145834649593, "iteration": 43939, "loss_box_reg": 0.24702701345086098, "loss_cls": 0.20372104924172163, "loss_mask": 0.24151339009404182, "loss_rpn_cls": 0.029176169424317777, "loss_rpn_loc": 0.07269998104311526, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028719282926537, "mask_rcnn/false_negative": 0.10058649575614492, "mask_rcnn/false_positive": 0.11006996421478876, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1630918779410422, "total_loss": 0.8281105051282793} {"data_time": 0.011602659244090319, "eta_seconds": 53485.406320393085, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3108093126385809, "fast_rcnn/fg_cls_accuracy": 0.6692002268859898, "iteration": 43959, "loss_box_reg": 0.22565372101962566, "loss_cls": 0.1929100933484733, "loss_mask": 0.24375643581151962, "loss_rpn_cls": 0.023858395812567323, "loss_rpn_loc": 0.06937568238936365, "lr": 0.0001, "mask_rcnn/accuracy": 0.896273106844497, "mask_rcnn/false_negative": 0.08925064927607065, "mask_rcnn/false_positive": 0.12030879644847489, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1252901679836214, "total_loss": 0.7502815634943545} {"data_time": 0.01107924897223711, "eta_seconds": 53434.02190312743, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35279658522225493, "fast_rcnn/fg_cls_accuracy": 0.614168175875841, "iteration": 43979, "loss_box_reg": 0.22079507913440466, "loss_cls": 0.19160554371774197, "loss_mask": 0.23370651341974735, "loss_rpn_cls": 0.030288003239547834, "loss_rpn_loc": 0.07406974874902517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965700282520765, "mask_rcnn/false_negative": 0.10256716479089234, "mask_rcnn/false_positive": 0.10068410897107402, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0968085946515203, "total_loss": 0.7396548315300606} {"data_time": 0.012472828850150108, "eta_seconds": 53434.24926325679, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.28838632631736083, "fast_rcnn/fg_cls_accuracy": 0.692104119761425, "iteration": 43999, "loss_box_reg": 0.23379192128777504, "loss_cls": 0.2028845064342022, "loss_mask": 0.23159355111420155, "loss_rpn_cls": 0.027679467923007905, "loss_rpn_loc": 0.0671760980039835, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112399156413468, "mask_rcnn/false_negative": 0.08154046757336275, "mask_rcnn/false_positive": 0.10069872433803756, "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": 1.1640206107404083, "total_loss": 0.7599733462557197} {"data_time": 0.012393892044201493, "eta_seconds": 53419.90889552515, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3016098887095404, "fast_rcnn/fg_cls_accuracy": 0.6741367702221794, "iteration": 44019, "loss_box_reg": 0.23671971261501312, "loss_cls": 0.19447314646095037, "loss_mask": 0.24166594818234444, "loss_rpn_cls": 0.02658384953974746, "loss_rpn_loc": 0.07102200854569674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922867578849722, "mask_rcnn/false_negative": 0.09377157392269089, "mask_rcnn/false_positive": 0.10891124407260087, "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": 1.1674684735480696, "total_loss": 0.763066739513306} {"data_time": 0.012716396246105433, "eta_seconds": 53407.5285694655, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.30258234905729586, "fast_rcnn/fg_cls_accuracy": 0.6606989154759855, "iteration": 44039, "loss_box_reg": 0.24624058231711388, "loss_cls": 0.21328962873667479, "loss_mask": 0.2415844388306141, "loss_rpn_cls": 0.03448998311068863, "loss_rpn_loc": 0.08113783551380038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989437203434628, "mask_rcnn/false_negative": 0.08582924519618321, "mask_rcnn/false_positive": 0.10918367847753266, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1702087924350053, "total_loss": 0.8118064225418493} {"data_time": 0.011433185776695609, "eta_seconds": 53375.67738284357, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.21830346225063763, "fast_rcnn/fg_cls_accuracy": 0.7480080217502489, "iteration": 44059, "loss_box_reg": 0.22156894952058792, "loss_cls": 0.18275312427431345, "loss_mask": 0.24302280507981777, "loss_rpn_cls": 0.025916828541085124, "loss_rpn_loc": 0.07198466418776661, "lr": 0.0001, "mask_rcnn/accuracy": 0.9103186811829038, "mask_rcnn/false_negative": 0.08699470265530905, "mask_rcnn/false_positive": 0.10777551836639301, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1403389680199325, "total_loss": 0.7539464611327276} {"data_time": 0.011889282613992691, "eta_seconds": 53361.04682136327, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.311991469816273, "fast_rcnn/fg_cls_accuracy": 0.6604166666666667, "iteration": 44079, "loss_box_reg": 0.22346960101276636, "loss_cls": 0.18640162982046604, "loss_mask": 0.2280359733849764, "loss_rpn_cls": 0.025926066329702735, "loss_rpn_loc": 0.05984667269513011, "lr": 0.0001, "mask_rcnn/accuracy": 0.9130506456949103, "mask_rcnn/false_negative": 0.07973062840777297, "mask_rcnn/false_positive": 0.08814815403440093, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1669173210393637, "total_loss": 0.7407467266311869} {"data_time": 0.01219148375093937, "eta_seconds": 53337.805947312154, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.28096982507680324, "fast_rcnn/fg_cls_accuracy": 0.7009646302250804, "iteration": 44099, "loss_box_reg": 0.22657265421003103, "loss_cls": 0.17586684599518776, "loss_mask": 0.2383587397634983, "loss_rpn_cls": 0.030460277514066547, "loss_rpn_loc": 0.06690520467236638, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041020053854876, "mask_rcnn/false_negative": 0.08932841353210672, "mask_rcnn/false_positive": 0.11019928413606285, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.159952181391418, "total_loss": 0.7392705767415464} {"data_time": 0.012651320081204176, "eta_seconds": 53318.964480673894, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.29884390900927865, "fast_rcnn/fg_cls_accuracy": 0.6857041304998504, "iteration": 44119, "loss_box_reg": 0.24471708200871944, "loss_cls": 0.2011141823604703, "loss_mask": 0.2446884885430336, "loss_rpn_cls": 0.030482227448374033, "loss_rpn_loc": 0.06580930517520756, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027684353068417, "mask_rcnn/false_negative": 0.08083591019801045, "mask_rcnn/false_positive": 0.10248142360267462, "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": 1.166534325107932, "total_loss": 0.8091487230267376} {"data_time": 0.0139713145326823, "eta_seconds": 53303.815501248464, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.361877858488028, "fast_rcnn/fg_cls_accuracy": 0.6224587692448262, "iteration": 44139, "loss_box_reg": 0.25351719930768013, "loss_cls": 0.20329841785132885, "loss_mask": 0.2545869052410126, "loss_rpn_cls": 0.0316087338142097, "loss_rpn_loc": 0.06899337936192751, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856234609461218, "mask_rcnn/false_negative": 0.09345502663602047, "mask_rcnn/false_positive": 0.1251439922626499, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1766623752191663, "total_loss": 0.8461499940312933} {"data_time": 0.011104892939329147, "eta_seconds": 53296.293155774474, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.28049047248687536, "fast_rcnn/fg_cls_accuracy": 0.6769889840881274, "iteration": 44159, "loss_box_reg": 0.23756022192537785, "loss_cls": 0.19115599896758795, "loss_mask": 0.25243677757680416, "loss_rpn_cls": 0.027349715121090412, "loss_rpn_loc": 0.05761972372420132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939834904678654, "mask_rcnn/false_negative": 0.0897040728624354, "mask_rcnn/false_positive": 0.12086601359902732, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.155704910401255, "total_loss": 0.7717286041006446} {"data_time": 0.012171145994216204, "eta_seconds": 53306.4795470424, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27059620596205963, "fast_rcnn/fg_cls_accuracy": 0.7017097082735533, "iteration": 44179, "loss_box_reg": 0.23580310679972172, "loss_cls": 0.176673436537385, "loss_mask": 0.2403449472039938, "loss_rpn_cls": 0.026386684854514897, "loss_rpn_loc": 0.06506757566239685, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054240542836617, "mask_rcnn/false_negative": 0.08802588290184785, "mask_rcnn/false_positive": 0.10419171114246212, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1804003110155463, "total_loss": 0.7435445276205428} {"data_time": 0.012588767567649484, "eta_seconds": 53288.308873260394, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3149531744938714, "fast_rcnn/fg_cls_accuracy": 0.6557867853876551, "iteration": 44199, "loss_box_reg": 0.25836218893527985, "loss_cls": 0.20265045203268528, "loss_mask": 0.24469959363341331, "loss_rpn_cls": 0.030131635605357587, "loss_rpn_loc": 0.07105762558057904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972506117831748, "mask_rcnn/false_negative": 0.0838099627886102, "mask_rcnn/false_positive": 0.11813677659679106, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1730650605168194, "total_loss": 0.8412244478240609} {"data_time": 0.012970995623618364, "eta_seconds": 53289.95825896505, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3015418407338817, "fast_rcnn/fg_cls_accuracy": 0.6592442645074224, "iteration": 44219, "loss_box_reg": 0.2223969427868724, "loss_cls": 0.18958204332739115, "loss_mask": 0.24723630212247372, "loss_rpn_cls": 0.02577542918152176, "loss_rpn_loc": 0.07496747421100736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933944696359098, "mask_rcnn/false_negative": 0.09712488731601768, "mask_rcnn/false_positive": 0.12354707207594084, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.178374157520011, "total_loss": 0.762436983990483} {"data_time": 0.012446647509932518, "eta_seconds": 53269.69012543559, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3234278798511948, "fast_rcnn/fg_cls_accuracy": 0.6487077018048313, "iteration": 44239, "loss_box_reg": 0.23230293905362487, "loss_cls": 0.18306963797658682, "loss_mask": 0.2364132795482874, "loss_rpn_cls": 0.028847758076153696, "loss_rpn_loc": 0.08288464089855552, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905870670586966, "mask_rcnn/false_negative": 0.0937001215249775, "mask_rcnn/false_positive": 0.12571631563338406, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.1676832833327353, "total_loss": 0.7582993955002166} {"data_time": 0.01123186806216836, "eta_seconds": 53252.70929815713, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2843027764851869, "fast_rcnn/fg_cls_accuracy": 0.6919413919413919, "iteration": 44259, "loss_box_reg": 0.23634608648717403, "loss_cls": 0.17996445577591658, "loss_mask": 0.2406777422875166, "loss_rpn_cls": 0.030052635236643255, "loss_rpn_loc": 0.08631130238063633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978045887366779, "mask_rcnn/false_negative": 0.08785423248902316, "mask_rcnn/false_positive": 0.11183161572094391, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1573911914601922, "total_loss": 0.7931659505702555} {"data_time": 0.013017607387155294, "eta_seconds": 53207.11671246216, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3428716020821284, "fast_rcnn/fg_cls_accuracy": 0.6252460226340824, "iteration": 44279, "loss_box_reg": 0.23876769840717316, "loss_cls": 0.2064414918422699, "loss_mask": 0.24267320707440376, "loss_rpn_cls": 0.0308908378938213, "loss_rpn_loc": 0.08755454141646624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868934884559885, "mask_rcnn/false_negative": 0.08993121849605158, "mask_rcnn/false_positive": 0.1322365181775561, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1657781943213195, "total_loss": 0.7966425633057952} {"data_time": 0.012237966526299715, "eta_seconds": 53178.07423078921, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3368611796838069, "fast_rcnn/fg_cls_accuracy": 0.655355058802406, "iteration": 44299, "loss_box_reg": 0.23872156254947186, "loss_cls": 0.18186395894736052, "loss_mask": 0.23886963725090027, "loss_rpn_cls": 0.03054292721208185, "loss_rpn_loc": 0.07753025740385056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902152838085589, "mask_rcnn/false_negative": 0.09232240340482836, "mask_rcnn/false_positive": 0.11861859257131482, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1619658297859132, "total_loss": 0.7726847390877083} {"data_time": 0.012535085901618004, "eta_seconds": 53151.96132844314, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.35805396942346657, "fast_rcnn/fg_cls_accuracy": 0.604759012863689, "iteration": 44319, "loss_box_reg": 0.2219223352149129, "loss_cls": 0.17798852361738682, "loss_mask": 0.24018779210746288, "loss_rpn_cls": 0.023062577820383012, "loss_rpn_loc": 0.05714175570756197, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944242379674286, "mask_rcnn/false_negative": 0.09669654749637965, "mask_rcnn/false_positive": 0.124048024790132, "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": 1.1580572149250656, "total_loss": 0.7372872732958058} {"data_time": 0.012803738936781883, "eta_seconds": 53128.68989178445, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.30493411936613507, "fast_rcnn/fg_cls_accuracy": 0.6749867734865089, "iteration": 44339, "loss_box_reg": 0.2230894025415182, "loss_cls": 0.17373869754374027, "loss_mask": 0.24452943913638592, "loss_rpn_cls": 0.02782296243822202, "loss_rpn_loc": 0.06149448687210679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913706203414493, "mask_rcnn/false_negative": 0.09333040895039543, "mask_rcnn/false_positive": 0.12303822620410082, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1597393348347396, "total_loss": 0.7612679052399471} {"data_time": 0.012492089765146375, "eta_seconds": 53121.74452281557, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.28049638263665594, "fast_rcnn/fg_cls_accuracy": 0.6986688367538672, "iteration": 44359, "loss_box_reg": 0.20553493220359087, "loss_cls": 0.19019681867212057, "loss_mask": 0.2463715262711048, "loss_rpn_cls": 0.02498426851525437, "loss_rpn_loc": 0.07607311848551035, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006604982580076, "mask_rcnn/false_negative": 0.07772135597398963, "mask_rcnn/false_positive": 0.12196828876043785, "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": 1.1655992658343166, "total_loss": 0.7483687613566872} {"data_time": 0.01268982165493071, "eta_seconds": 53098.46593187656, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3393510996871893, "fast_rcnn/fg_cls_accuracy": 0.6526407041877834, "iteration": 44379, "loss_box_reg": 0.21139056235551834, "loss_cls": 0.18546648789197206, "loss_mask": 0.247462447732687, "loss_rpn_cls": 0.024969097808934748, "loss_rpn_loc": 0.06620425498113036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905712163051127, "mask_rcnn/false_negative": 0.08743491630818595, "mask_rcnn/false_positive": 0.12314488022642975, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1645709206350148, "total_loss": 0.755101129761897} {"data_time": 0.012011486105620861, "eta_seconds": 53075.187340937555, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26079330814894763, "fast_rcnn/fg_cls_accuracy": 0.6822470923853412, "iteration": 44399, "loss_box_reg": 0.2377966307103634, "loss_cls": 0.19499063771218061, "loss_mask": 0.23718182370066643, "loss_rpn_cls": 0.027791118947789073, "loss_rpn_loc": 0.06816122774034739, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971423221838077, "mask_rcnn/false_negative": 0.0848174200864365, "mask_rcnn/false_positive": 0.11174437747654883, "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": 1.1562505883630365, "total_loss": 0.7862474513240159} {"data_time": 0.012024666415527463, "eta_seconds": 53048.525807415135, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3191771373487568, "fast_rcnn/fg_cls_accuracy": 0.6592499335194788, "iteration": 44419, "loss_box_reg": 0.22849097475409508, "loss_cls": 0.18963171541690826, "loss_mask": 0.24829416908323765, "loss_rpn_cls": 0.025597257656045258, "loss_rpn_loc": 0.07365141902118921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916798742017006, "mask_rcnn/false_negative": 0.10208821373262329, "mask_rcnn/false_positive": 0.10772349199101514, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1487430376000702, "total_loss": 0.7679447955451906} {"data_time": 0.01339448755607009, "eta_seconds": 53002.1193728596, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3253453230740706, "fast_rcnn/fg_cls_accuracy": 0.6503749732161989, "iteration": 44439, "loss_box_reg": 0.23747095093131065, "loss_cls": 0.1997776459902525, "loss_mask": 0.2573425602167845, "loss_rpn_cls": 0.0270656265784055, "loss_rpn_loc": 0.07057458348572254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950572369527137, "mask_rcnn/false_negative": 0.08490987419944795, "mask_rcnn/false_positive": 0.12141500873402153, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.153263215906918, "total_loss": 0.7746080380748026} {"data_time": 0.012010412057861686, "eta_seconds": 52966.366804637946, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.31617703533026115, "fast_rcnn/fg_cls_accuracy": 0.6312721915841959, "iteration": 44459, "loss_box_reg": 0.21985854767262936, "loss_cls": 0.19029926229268312, "loss_mask": 0.24717259779572487, "loss_rpn_cls": 0.03107795910909772, "loss_rpn_loc": 0.07478034379892051, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925897051160769, "mask_rcnn/false_negative": 0.09096843689118378, "mask_rcnn/false_positive": 0.12231462453893674, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1588194160722196, "total_loss": 0.7579868623288348} {"data_time": 0.013031242415308952, "eta_seconds": 52949.11782540381, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31012992151948826, "fast_rcnn/fg_cls_accuracy": 0.6774922425257351, "iteration": 44479, "loss_box_reg": 0.24502727389335632, "loss_cls": 0.18522158358246088, "loss_mask": 0.24272747710347176, "loss_rpn_cls": 0.026674613443901762, "loss_rpn_loc": 0.06336188176646829, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967826758159797, "mask_rcnn/false_negative": 0.0945813336505108, "mask_rcnn/false_positive": 0.11827991913522812, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1738840967882425, "total_loss": 0.7729446890007239} {"data_time": 0.011252379510551691, "eta_seconds": 52916.03566077538, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3107450980392157, "fast_rcnn/fg_cls_accuracy": 0.6596168238287681, "iteration": 44499, "loss_box_reg": 0.23348968848586082, "loss_cls": 0.1824915912002325, "loss_mask": 0.2403653860092163, "loss_rpn_cls": 0.02809115347918123, "loss_rpn_loc": 0.06532654725015163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957567265712255, "mask_rcnn/false_negative": 0.07814006475422558, "mask_rcnn/false_positive": 0.1294935999285361, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1569799249991775, "total_loss": 0.7601312715560198} {"data_time": 0.014033452840521932, "eta_seconds": 52909.05156008899, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.35283396152961366, "fast_rcnn/fg_cls_accuracy": 0.6340440182601821, "iteration": 44519, "loss_box_reg": 0.23865176364779472, "loss_cls": 0.20082026068121195, "loss_mask": 0.24958973564207554, "loss_rpn_cls": 0.023699874873273075, "loss_rpn_loc": 0.06292100204154849, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963376205040894, "mask_rcnn/false_negative": 0.08961932788642024, "mask_rcnn/false_positive": 0.11308393262811453, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1632351542357355, "total_loss": 0.742705508164363} {"data_time": 0.011968594044446945, "eta_seconds": 52879.325490836054, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3680335968379447, "fast_rcnn/fg_cls_accuracy": 0.613705759888966, "iteration": 44539, "loss_box_reg": 0.2542864438146353, "loss_cls": 0.1971901636570692, "loss_mask": 0.25856305845081806, "loss_rpn_cls": 0.02809707901906222, "loss_rpn_loc": 0.07527566654607654, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903566300029571, "mask_rcnn/false_negative": 0.09711293174000596, "mask_rcnn/false_positive": 0.12002352466299213, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.1315493474248797, "total_loss": 0.8008527715574019} {"data_time": 0.011940957978367805, "eta_seconds": 52856.06137931347, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30148489754534, "fast_rcnn/fg_cls_accuracy": 0.6429204076680417, "iteration": 44559, "loss_box_reg": 0.2244369424879551, "loss_cls": 0.18763401545584202, "loss_mask": 0.24367901869118214, "loss_rpn_cls": 0.02570245659444481, "loss_rpn_loc": 0.06923629157245159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991276977579437, "mask_rcnn/false_negative": 0.0889449817587547, "mask_rcnn/false_positive": 0.11809963570509832, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1720238507259637, "total_loss": 0.7571041815681383} {"data_time": 0.010568719590082765, "eta_seconds": 52836.21978338342, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27329192546583847, "fast_rcnn/fg_cls_accuracy": 0.7049299270630466, "iteration": 44579, "loss_box_reg": 0.23745894618332386, "loss_cls": 0.19685680978000164, "loss_mask": 0.25013129226863384, "loss_rpn_cls": 0.03341957204975188, "loss_rpn_loc": 0.07035260670818388, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061804884675764, "mask_rcnn/false_negative": 0.09477182605603382, "mask_rcnn/false_positive": 0.1079822271525375, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1635325029492378, "total_loss": 0.7793999270070344} {"data_time": 0.012264547636732459, "eta_seconds": 52795.86700741202, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3428972987796517, "fast_rcnn/fg_cls_accuracy": 0.6417153521583902, "iteration": 44599, "loss_box_reg": 0.23049373179674149, "loss_cls": 0.18312880862504244, "loss_mask": 0.23398849181830883, "loss_rpn_cls": 0.029604031704366207, "loss_rpn_loc": 0.06436085206223652, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861488508852104, "mask_rcnn/false_negative": 0.10238947655921343, "mask_rcnn/false_positive": 0.1204023351764267, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.156629349803552, "total_loss": 0.7393858927534893} {"data_time": 0.011717279441654682, "eta_seconds": 52761.46996965632, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.333739837398374, "fast_rcnn/fg_cls_accuracy": 0.6553552492046659, "iteration": 44619, "loss_box_reg": 0.24286242574453354, "loss_cls": 0.20279347524046898, "loss_mask": 0.25293041579425335, "loss_rpn_cls": 0.029767243308015168, "loss_rpn_loc": 0.06945700850337744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980456312959967, "mask_rcnn/false_negative": 0.09021980190987203, "mask_rcnn/false_positive": 0.10283299796049528, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1626479271799326, "total_loss": 0.8109102470916696} {"data_time": 0.012694604462012649, "eta_seconds": 52729.80956710875, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32868568043331076, "fast_rcnn/fg_cls_accuracy": 0.6498536849136423, "iteration": 44639, "loss_box_reg": 0.2414993392303586, "loss_cls": 0.19404215458780527, "loss_mask": 0.244490347802639, "loss_rpn_cls": 0.032971160602755845, "loss_rpn_loc": 0.07420120621100068, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014933944638408, "mask_rcnn/false_negative": 0.08888188268663386, "mask_rcnn/false_positive": 0.11568321375776425, "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": 1.1584980816114694, "total_loss": 0.8078977763652802} {"data_time": 0.01310600503347814, "eta_seconds": 52690.64755210187, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.32799559471365636, "fast_rcnn/fg_cls_accuracy": 0.6261904761904762, "iteration": 44659, "loss_box_reg": 0.22413913067430258, "loss_cls": 0.1821510335430503, "loss_mask": 0.23587976396083832, "loss_rpn_cls": 0.028623618360143155, "loss_rpn_loc": 0.0638243246357888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951849317894274, "mask_rcnn/false_negative": 0.08966648529647153, "mask_rcnn/false_positive": 0.1170114106429695, "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": 1.1550155563745648, "total_loss": 0.7485408579232171} {"data_time": 0.011981674935668707, "eta_seconds": 52663.40816886164, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3307324119179789, "fast_rcnn/fg_cls_accuracy": 0.6279415060510982, "iteration": 44679, "loss_box_reg": 0.22936497256159782, "loss_cls": 0.18058118131011724, "loss_mask": 0.2448268448933959, "loss_rpn_cls": 0.029515185044147074, "loss_rpn_loc": 0.0630714725703001, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839435785804173, "mask_rcnn/false_negative": 0.09783036912566995, "mask_rcnn/false_positive": 0.1365020964250287, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1191004279535264, "total_loss": 0.746644883765839} {"data_time": 0.011556885670870543, "eta_seconds": 52638.17978838924, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2947969315943865, "fast_rcnn/fg_cls_accuracy": 0.67418159782953, "iteration": 44699, "loss_box_reg": 0.2403631340712309, "loss_cls": 0.19015444349497557, "loss_mask": 0.24576154351234436, "loss_rpn_cls": 0.03028971585445106, "loss_rpn_loc": 0.07360138045623899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910327317755583, "mask_rcnn/false_negative": 0.10884783997742559, "mask_rcnn/false_positive": 0.12562304997103346, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.157150951679796, "total_loss": 0.7782860815059394} {"data_time": 0.012673234101384878, "eta_seconds": 52614.93997391313, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3211916416130395, "fast_rcnn/fg_cls_accuracy": 0.6690962616159466, "iteration": 44719, "loss_box_reg": 0.2520466297864914, "loss_cls": 0.19314344879239798, "loss_mask": 0.23914342746138573, "loss_rpn_cls": 0.029100590385496616, "loss_rpn_loc": 0.06753063341602683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922414616880615, "mask_rcnn/false_negative": 0.10249038132948887, "mask_rcnn/false_positive": 0.11566439523966834, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1724465140141547, "total_loss": 0.7827445842558518} {"data_time": 0.013059534365311265, "eta_seconds": 52577.49584045261, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.338909696213067, "fast_rcnn/fg_cls_accuracy": 0.6322943095324394, "iteration": 44739, "loss_box_reg": 0.2290245033800602, "loss_cls": 0.17763266433030367, "loss_mask": 0.2423562239855528, "loss_rpn_cls": 0.028208400355651975, "loss_rpn_loc": 0.05915562016889453, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884906736888303, "mask_rcnn/false_negative": 0.10100518097294967, "mask_rcnn/false_positive": 0.11901070568970712, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1494194029364735, "total_loss": 0.7446579033276066} {"data_time": 0.01337091438472271, "eta_seconds": 52572.36413902603, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3115530303030303, "fast_rcnn/fg_cls_accuracy": 0.6600378787878788, "iteration": 44759, "loss_box_reg": 0.22826728224754333, "loss_cls": 0.18590686190873384, "loss_mask": 0.2366090565919876, "loss_rpn_cls": 0.031226367340423167, "loss_rpn_loc": 0.07140979124233127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886665581903609, "mask_rcnn/false_negative": 0.09421164425016765, "mask_rcnn/false_positive": 0.1254287287305877, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.167541069444269, "total_loss": 0.7572831994039007} {"data_time": 0.013854896649718285, "eta_seconds": 52551.19281663094, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3165822653989252, "fast_rcnn/fg_cls_accuracy": 0.6652025630425795, "iteration": 44779, "loss_box_reg": 0.24545343779027462, "loss_cls": 0.19483844377100468, "loss_mask": 0.2542574554681778, "loss_rpn_cls": 0.028767630457878113, "loss_rpn_loc": 0.07514481479302049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926061700788313, "mask_rcnn/false_negative": 0.09556856336025471, "mask_rcnn/false_positive": 0.1318189228080081, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.169828513637185, "total_loss": 0.7766292036394589} {"data_time": 0.012302954448387027, "eta_seconds": 52527.950360719115, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31012343404568904, "fast_rcnn/fg_cls_accuracy": 0.6449005655902207, "iteration": 44799, "loss_box_reg": 0.23997576348483562, "loss_cls": 0.20133142173290253, "loss_mask": 0.24654968082904816, "loss_rpn_cls": 0.030286773573607206, "loss_rpn_loc": 0.06130286119878292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945122498548215, "mask_rcnn/false_negative": 0.09534880305672883, "mask_rcnn/false_positive": 0.12279232942295273, "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": 1.1779704939108342, "total_loss": 0.7889487004140392} {"data_time": 0.012284277006983757, "eta_seconds": 52509.66306824237, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30878709978967045, "fast_rcnn/fg_cls_accuracy": 0.6583701088555458, "iteration": 44819, "loss_box_reg": 0.23898118548095226, "loss_cls": 0.20353674329817295, "loss_mask": 0.24729729071259499, "loss_rpn_cls": 0.030049022519961, "loss_rpn_loc": 0.06868235347792506, "lr": 0.0001, "mask_rcnn/accuracy": 0.90300707103976, "mask_rcnn/false_negative": 0.09751569263689744, "mask_rcnn/false_positive": 0.11195969458072433, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1721312124282122, "total_loss": 0.79448826648877} {"data_time": 0.012710012262687087, "eta_seconds": 52478.33197293803, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30894868585732166, "fast_rcnn/fg_cls_accuracy": 0.6421455938697318, "iteration": 44839, "loss_box_reg": 0.2377504501491785, "loss_cls": 0.20413513015955687, "loss_mask": 0.24691756442189217, "loss_rpn_cls": 0.028650419088080525, "loss_rpn_loc": 0.07091339374892414, "lr": 0.0001, "mask_rcnn/accuracy": 0.892197966154407, "mask_rcnn/false_negative": 0.08704610684250745, "mask_rcnn/false_positive": 0.1250744346296086, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1608996253926307, "total_loss": 0.8125835907412693} {"data_time": 0.01144447736442089, "eta_seconds": 52450.294667030685, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3190057430007179, "fast_rcnn/fg_cls_accuracy": 0.6294143800813008, "iteration": 44859, "loss_box_reg": 0.25711079500615597, "loss_cls": 0.19670301396399736, "loss_mask": 0.24691257067024708, "loss_rpn_cls": 0.03182283299975097, "loss_rpn_loc": 0.07550565525889397, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044282129417978, "mask_rcnn/false_negative": 0.08021839995497379, "mask_rcnn/false_positive": 0.11089151493229066, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1528692697174847, "total_loss": 0.8403157519642264} {"data_time": 0.01227620872668922, "eta_seconds": 52431.8498365581, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.2751831107281344, "fast_rcnn/fg_cls_accuracy": 0.6840007512364099, "iteration": 44879, "loss_box_reg": 0.2294090986251831, "loss_cls": 0.18315405305474997, "loss_mask": 0.2408615779131651, "loss_rpn_cls": 0.02742917404975742, "loss_rpn_loc": 0.06938705570064485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916377401400443, "mask_rcnn/false_negative": 0.09151625589461043, "mask_rcnn/false_positive": 0.1280104640669532, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1654518207069486, "total_loss": 0.7499789674766362} {"data_time": 0.011143736774101853, "eta_seconds": 52426.081449957564, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2824612403100775, "fast_rcnn/fg_cls_accuracy": 0.6948232323232324, "iteration": 44899, "loss_box_reg": 0.23457492515444756, "loss_cls": 0.1775457328185439, "loss_mask": 0.2461266852915287, "loss_rpn_cls": 0.02518475177930668, "loss_rpn_loc": 0.07509342208504677, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089286587338765, "mask_rcnn/false_negative": 0.08390407317903337, "mask_rcnn/false_positive": 0.11584149739487912, "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": 1.1647180253639817, "total_loss": 0.7610514743137173} {"data_time": 0.011472012149170041, "eta_seconds": 52397.20895761624, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3662656705981406, "fast_rcnn/fg_cls_accuracy": 0.6069092182869911, "iteration": 44919, "loss_box_reg": 0.23401018232107162, "loss_cls": 0.21340817119926214, "loss_mask": 0.25438184663653374, "loss_rpn_cls": 0.03470049945462961, "loss_rpn_loc": 0.07222246215678751, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893821022727273, "mask_rcnn/false_negative": 0.10766521578959368, "mask_rcnn/false_positive": 0.1064794011449639, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.151550106704235, "total_loss": 0.8055133306770585} {"data_time": 0.011434613028541207, "eta_seconds": 52373.962635984644, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.30333117084590866, "fast_rcnn/fg_cls_accuracy": 0.6497685185185185, "iteration": 44939, "loss_box_reg": 0.2546705976128578, "loss_cls": 0.19596330262720585, "loss_mask": 0.24847659654915333, "loss_rpn_cls": 0.02626082702772692, "loss_rpn_loc": 0.07203003694303334, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890472634872559, "mask_rcnn/false_negative": 0.09300410060456463, "mask_rcnn/false_positive": 0.12558323438452657, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1614916718099266, "total_loss": 0.8031319744186476} {"data_time": 0.01176561857573688, "eta_seconds": 52373.260259162635, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3030054644808743, "fast_rcnn/fg_cls_accuracy": 0.6779214919536772, "iteration": 44959, "loss_box_reg": 0.24007044360041618, "loss_cls": 0.19754193536937237, "loss_mask": 0.24322101287543774, "loss_rpn_cls": 0.026255716336891055, "loss_rpn_loc": 0.0662104228977114, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014581491261611, "mask_rcnn/false_negative": 0.08165187160854145, "mask_rcnn/false_positive": 0.1090397972146607, "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": 1.1594175568316132, "total_loss": 0.7809899388812482} {"data_time": 0.012295994674786925, "eta_seconds": 52367.015180508606, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29856248402760033, "fast_rcnn/fg_cls_accuracy": 0.6661337209302325, "iteration": 44979, "loss_box_reg": 0.22702981904149055, "loss_cls": 0.1809096923097968, "loss_mask": 0.24797938391566277, "loss_rpn_cls": 0.02322469459613785, "loss_rpn_loc": 0.07192197721451521, "lr": 0.0001, "mask_rcnn/accuracy": 0.895828331332533, "mask_rcnn/false_negative": 0.08783333808908411, "mask_rcnn/false_positive": 0.11860559105005575, "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": 1.1631944731343538, "total_loss": 0.7816158814821392} {"data_time": 0.012363570276647806, "eta_seconds": 52346.0792703554, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27083829483210287, "fast_rcnn/fg_cls_accuracy": 0.7022319511505388, "iteration": 44999, "loss_box_reg": 0.23444992024451494, "loss_cls": 0.18846043199300766, "loss_mask": 0.24210937321186066, "loss_rpn_cls": 0.02456437039654702, "loss_rpn_loc": 0.06506751338019967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956590480321683, "mask_rcnn/false_negative": 0.08808459812235199, "mask_rcnn/false_positive": 0.11992576333362173, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1720350852701813, "total_loss": 0.7421871045371518} {"data_time": 0.011544572887942195, "eta_seconds": 52324.67967423145, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2885221835580687, "fast_rcnn/fg_cls_accuracy": 0.6818771065595022, "iteration": 45019, "loss_box_reg": 0.25797137059271336, "loss_cls": 0.19290204159915447, "loss_mask": 0.2358915340155363, "loss_rpn_cls": 0.0284032541239867, "loss_rpn_loc": 0.07001464511267841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986028516083349, "mask_rcnn/false_negative": 0.08482518839499956, "mask_rcnn/false_positive": 0.12724941964254993, "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": 1.1806455051992089, "total_loss": 0.8009498964529485} {"data_time": 0.01230146479792893, "eta_seconds": 52300.12830615044, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.323784415032911, "fast_rcnn/fg_cls_accuracy": 0.6470771287630814, "iteration": 45039, "loss_box_reg": 0.24529367312788963, "loss_cls": 0.2016033586114645, "loss_mask": 0.24440248124301434, "loss_rpn_cls": 0.028901746904011816, "loss_rpn_loc": 0.07715490832924843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980932943629909, "mask_rcnn/false_negative": 0.08216435640067546, "mask_rcnn/false_positive": 0.10551538000216554, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1646596279460937, "total_loss": 0.7994499509222806} {"data_time": 0.012351936660706997, "eta_seconds": 52276.28449799493, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.33876408284422854, "fast_rcnn/fg_cls_accuracy": 0.6186464715225777, "iteration": 45059, "loss_box_reg": 0.2307146918028593, "loss_cls": 0.18445386551320553, "loss_mask": 0.24281017668545246, "loss_rpn_cls": 0.03104236861690879, "loss_rpn_loc": 0.07326961262151599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971868953731038, "mask_rcnn/false_negative": 0.09150796970708439, "mask_rcnn/false_positive": 0.12052896100764023, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.10113888932392, "total_loss": 0.7634484557202086} {"data_time": 0.011802733177319169, "eta_seconds": 52250.69573319517, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.35421145202266957, "fast_rcnn/fg_cls_accuracy": 0.6321790952551303, "iteration": 45079, "loss_box_reg": 0.241339311003685, "loss_cls": 0.1957870963960886, "loss_mask": 0.24788074754178524, "loss_rpn_cls": 0.02806092076934874, "loss_rpn_loc": 0.06966572988312691, "lr": 0.0001, "mask_rcnn/accuracy": 0.881586885684795, "mask_rcnn/false_negative": 0.0951666355291839, "mask_rcnn/false_positive": 0.13837289553466436, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.157383737154305, "total_loss": 0.7853651993209496} {"data_time": 0.012323924573138356, "eta_seconds": 52229.75464975461, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2948841698841699, "fast_rcnn/fg_cls_accuracy": 0.6752645502645502, "iteration": 45099, "loss_box_reg": 0.2601134292781353, "loss_cls": 0.19724605418741703, "loss_mask": 0.2443816401064396, "loss_rpn_cls": 0.026892321999184787, "loss_rpn_loc": 0.0744779952801764, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059820034571207, "mask_rcnn/false_negative": 0.09001184723649004, "mask_rcnn/false_positive": 0.09781165132896735, "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": 1.1814337184187025, "total_loss": 0.8076074140844867} {"data_time": 0.012523140758275986, "eta_seconds": 52189.49863431975, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.29116263440860213, "fast_rcnn/fg_cls_accuracy": 0.6630069798151292, "iteration": 45119, "loss_box_reg": 0.224527508020401, "loss_cls": 0.18505288381129503, "loss_mask": 0.24777908250689507, "loss_rpn_cls": 0.026164029026404023, "loss_rpn_loc": 0.06595635577104986, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041955388726133, "mask_rcnn/false_negative": 0.08073849620142536, "mask_rcnn/false_positive": 0.10790153256951182, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1565044899471104, "total_loss": 0.7438291757134721} {"data_time": 0.011230349307879806, "eta_seconds": 52156.973835215904, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3041963226571768, "fast_rcnn/fg_cls_accuracy": 0.6752590997065617, "iteration": 45139, "loss_box_reg": 0.242211502045393, "loss_cls": 0.1955392649397254, "loss_mask": 0.253363898023963, "loss_rpn_cls": 0.027967307658400387, "loss_rpn_loc": 0.06023731245659292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920549942944557, "mask_rcnn/false_negative": 0.09992382544080654, "mask_rcnn/false_positive": 0.11237093453527172, "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": 1.1741521393414587, "total_loss": 0.7895142634515651} {"data_time": 0.012599575100466609, "eta_seconds": 52148.18547190167, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2893183519431102, "fast_rcnn/fg_cls_accuracy": 0.6848060775689724, "iteration": 45159, "loss_box_reg": 0.24111305410042405, "loss_cls": 0.18743414897471666, "loss_mask": 0.2451069038361311, "loss_rpn_cls": 0.021461293334141374, "loss_rpn_loc": 0.0636723698116839, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004856229080732, "mask_rcnn/false_negative": 0.08700531980974058, "mask_rcnn/false_positive": 0.11006358073202649, "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": 1.1760091295000166, "total_loss": 0.7494160707574338} {"data_time": 0.013207650976255536, "eta_seconds": 52119.726577322, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3203843948948496, "fast_rcnn/fg_cls_accuracy": 0.6480906165485605, "iteration": 45179, "loss_box_reg": 0.24157226271927357, "loss_cls": 0.19629711844027042, "loss_mask": 0.2342698834836483, "loss_rpn_cls": 0.025194561458192766, "loss_rpn_loc": 0.0651641475269571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918556222069691, "mask_rcnn/false_negative": 0.0773035003442139, "mask_rcnn/false_positive": 0.13350313862282975, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1685380584094673, "total_loss": 0.7553632733470295} {"data_time": 0.014182822313159704, "eta_seconds": 52087.21417337656, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.3354244381053886, "fast_rcnn/fg_cls_accuracy": 0.6244912897086811, "iteration": 45199, "loss_box_reg": 0.24496771581470966, "loss_cls": 0.20284776762127876, "loss_mask": 0.24011505395174026, "loss_rpn_cls": 0.028190439799800515, "loss_rpn_loc": 0.06757544283755124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944899857306563, "mask_rcnn/false_negative": 0.09551831357921678, "mask_rcnn/false_positive": 0.1192085644810904, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 1.169014276470989, "total_loss": 0.7997385037015192} {"data_time": 0.012551150983199477, "eta_seconds": 52044.94003636297, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30110275880489945, "fast_rcnn/fg_cls_accuracy": 0.6783329374191676, "iteration": 45219, "loss_box_reg": 0.2314168056473136, "loss_cls": 0.18784969951957464, "loss_mask": 0.2435394860804081, "loss_rpn_cls": 0.023001672932878137, "loss_rpn_loc": 0.06482479418627918, "lr": 0.0001, "mask_rcnn/accuracy": 0.890029269083819, "mask_rcnn/false_negative": 0.10408775865289652, "mask_rcnn/false_positive": 0.12558689211147034, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.167777950875461, "total_loss": 0.731172619300196} {"data_time": 0.012309402925893664, "eta_seconds": 52013.51060913876, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3319240746283548, "fast_rcnn/fg_cls_accuracy": 0.6451414514145142, "iteration": 45239, "loss_box_reg": 0.22260224912315607, "loss_cls": 0.18980923108756542, "loss_mask": 0.239112701267004, "loss_rpn_cls": 0.02863401477225125, "loss_rpn_loc": 0.06875324295833707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842207587369313, "mask_rcnn/false_negative": 0.09332610270228427, "mask_rcnn/false_positive": 0.1442107493552539, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1639081288594753, "total_loss": 0.7654455187730491} {"data_time": 0.012317138025537133, "eta_seconds": 51990.858675921336, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3294721847353426, "fast_rcnn/fg_cls_accuracy": 0.6203471010850605, "iteration": 45259, "loss_box_reg": 0.24043563473969698, "loss_cls": 0.20198473846539855, "loss_mask": 0.2474085483700037, "loss_rpn_cls": 0.0328029288793914, "loss_rpn_loc": 0.07913718279451132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947493696360995, "mask_rcnn/false_negative": 0.08421364061058559, "mask_rcnn/false_positive": 0.1417077356946767, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.161244462709874, "total_loss": 0.8112734616152011} {"data_time": 0.012120456201955676, "eta_seconds": 51961.34095130488, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.31594944808830583, "fast_rcnn/fg_cls_accuracy": 0.6637823371989295, "iteration": 45279, "loss_box_reg": 0.23164489585906267, "loss_cls": 0.18283387552946806, "loss_mask": 0.23639606963843107, "loss_rpn_cls": 0.024431350990198553, "loss_rpn_loc": 0.06278777285479009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976464090420857, "mask_rcnn/false_negative": 0.08452797566531936, "mask_rcnn/false_positive": 0.12525904926800602, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1437940879259259, "total_loss": 0.7193499557906762} {"data_time": 0.012432498158887029, "eta_seconds": 51928.28692928888, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3265179677819083, "fast_rcnn/fg_cls_accuracy": 0.6040803645401822, "iteration": 45299, "loss_box_reg": 0.22365737054497004, "loss_cls": 0.17913343757390976, "loss_mask": 0.2450286913663149, "loss_rpn_cls": 0.028332644898910075, "loss_rpn_loc": 0.06362535757943988, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924055293743384, "mask_rcnn/false_negative": 0.09093629927218644, "mask_rcnn/false_positive": 0.10949092808461489, "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": 1.1548009244725108, "total_loss": 0.7380227169778664} {"data_time": 0.012629331089556217, "eta_seconds": 51914.86390215345, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.26434426229508196, "fast_rcnn/fg_cls_accuracy": 0.7056034728965557, "iteration": 45319, "loss_box_reg": 0.22127143759280443, "loss_cls": 0.19640460517257452, "loss_mask": 0.2371036261320114, "loss_rpn_cls": 0.02482635142223444, "loss_rpn_loc": 0.06865495629608631, "lr": 0.0001, "mask_rcnn/accuracy": 0.898535418119313, "mask_rcnn/false_negative": 0.088756763245319, "mask_rcnn/false_positive": 0.10798228292890635, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1611085436306894, "total_loss": 0.744978689472191} {"data_time": 0.013470844365656376, "eta_seconds": 51896.854245546274, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27793103448275863, "fast_rcnn/fg_cls_accuracy": 0.697458818802732, "iteration": 45339, "loss_box_reg": 0.23872041143476963, "loss_cls": 0.19126186147332191, "loss_mask": 0.23640986904501915, "loss_rpn_cls": 0.031988242582883686, "loss_rpn_loc": 0.07453391328454018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929950630284801, "mask_rcnn/false_negative": 0.09730192435289031, "mask_rcnn/false_positive": 0.11629769103881588, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.162717658560723, "total_loss": 0.8131983284838498} {"data_time": 0.013429153012111783, "eta_seconds": 51871.45612321794, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.28230309846046453, "fast_rcnn/fg_cls_accuracy": 0.6822602953642976, "iteration": 45359, "loss_box_reg": 0.2152211032807827, "loss_cls": 0.19222453329712152, "loss_mask": 0.2263207621872425, "loss_rpn_cls": 0.027962590451352298, "loss_rpn_loc": 0.0747754645999521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936640746724221, "mask_rcnn/false_negative": 0.09386905589037858, "mask_rcnn/false_positive": 0.11772053152297575, "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": 1.167769816936925, "total_loss": 0.7248512498335913} {"data_time": 0.012774116126820445, "eta_seconds": 51858.9822336426, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.30049585104229914, "fast_rcnn/fg_cls_accuracy": 0.667199148029819, "iteration": 45379, "loss_box_reg": 0.22810141369700432, "loss_cls": 0.2008828315883875, "loss_mask": 0.24487738497555256, "loss_rpn_cls": 0.02856232854537666, "loss_rpn_loc": 0.07231473829597235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905230099879391, "mask_rcnn/false_negative": 0.09937325365485207, "mask_rcnn/false_positive": 0.130854576312863, "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": 1.177031185477972, "total_loss": 0.7752536320476793} {"data_time": 0.012432568008080125, "eta_seconds": 51828.16935507581, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.24864797091152255, "fast_rcnn/fg_cls_accuracy": 0.722438886533842, "iteration": 45399, "loss_box_reg": 0.22976518236100674, "loss_cls": 0.1818370409309864, "loss_mask": 0.2441198080778122, "loss_rpn_cls": 0.033439630758948624, "loss_rpn_loc": 0.07969781663268805, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055620435765629, "mask_rcnn/false_negative": 0.0954671402605777, "mask_rcnn/false_positive": 0.10348852428719266, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1363394551444799, "total_loss": 0.793531994742807} {"data_time": 0.013577410252764821, "eta_seconds": 51822.37705901731, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3086565180620998, "fast_rcnn/fg_cls_accuracy": 0.6571051469457221, "iteration": 45419, "loss_box_reg": 0.23031244426965714, "loss_cls": 0.18758132215589285, "loss_mask": 0.23937480710446835, "loss_rpn_cls": 0.029172503273002803, "loss_rpn_loc": 0.06938393204472959, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040937278676358, "mask_rcnn/false_negative": 0.08210407785333088, "mask_rcnn/false_positive": 0.10585487277358337, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.166114990832284, "total_loss": 0.7496984235476702} {"data_time": 0.01284797303378582, "eta_seconds": 51825.19064517692, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2828389830508474, "fast_rcnn/fg_cls_accuracy": 0.7037782485875707, "iteration": 45439, "loss_box_reg": 0.23383938055485487, "loss_cls": 0.1994941532611847, "loss_mask": 0.23803700879216194, "loss_rpn_cls": 0.02478183215134777, "loss_rpn_loc": 0.0699703071732074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929150473894792, "mask_rcnn/false_negative": 0.0943687822773856, "mask_rcnn/false_positive": 0.1135137618666356, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 234.875, "rpn/num_pos_anchors": 21.125, "time": 1.1747567916754633, "total_loss": 0.7845938886748627} {"data_time": 0.011850076029077172, "eta_seconds": 51805.521335974336, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2970752118201928, "fast_rcnn/fg_cls_accuracy": 0.6614540043435129, "iteration": 45459, "loss_box_reg": 0.23804597184062004, "loss_cls": 0.18966702837496996, "loss_mask": 0.23099917359650135, "loss_rpn_cls": 0.025526681100018322, "loss_rpn_loc": 0.062478347681462765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977710186638759, "mask_rcnn/false_negative": 0.08866296175296033, "mask_rcnn/false_positive": 0.10579687417398836, "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": 1.159853027202189, "total_loss": 0.7475779443630017} {"data_time": 0.012665017042309046, "eta_seconds": 51775.347920078784, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.33760162601626015, "fast_rcnn/fg_cls_accuracy": 0.6409214092140921, "iteration": 45479, "loss_box_reg": 0.23711438290774822, "loss_cls": 0.19978086091578007, "loss_mask": 0.24266374856233597, "loss_rpn_cls": 0.030723714968189597, "loss_rpn_loc": 0.06224625091999769, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003789384595782, "mask_rcnn/false_negative": 0.10151499872277694, "mask_rcnn/false_positive": 0.11983202872654566, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.163017479935661, "total_loss": 0.7559412064147182} {"data_time": 0.011735918466001749, "eta_seconds": 51759.19037335552, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3480679762212458, "fast_rcnn/fg_cls_accuracy": 0.6376491383119752, "iteration": 45499, "loss_box_reg": 0.21714350767433643, "loss_cls": 0.19213036261498928, "loss_mask": 0.23763970285654068, "loss_rpn_cls": 0.023760710668284446, "loss_rpn_loc": 0.0661685315426439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941030221576123, "mask_rcnn/false_negative": 0.08622006105102784, "mask_rcnn/false_positive": 0.1278498385826597, "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": 1.1712328917346895, "total_loss": 0.7355604528565891} {"data_time": 0.01215259451419115, "eta_seconds": 51741.76394701004, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.31334541904894714, "fast_rcnn/fg_cls_accuracy": 0.6561137354651163, "iteration": 45519, "loss_box_reg": 0.2582009397447109, "loss_cls": 0.19699123688042164, "loss_mask": 0.2522189188748598, "loss_rpn_cls": 0.02665939216967672, "loss_rpn_loc": 0.06566264666616917, "lr": 0.0001, "mask_rcnn/accuracy": 0.882836910344245, "mask_rcnn/false_negative": 0.09491269792335441, "mask_rcnn/false_positive": 0.13745105396879131, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1754890684969723, "total_loss": 0.7993365423171781} {"data_time": 0.012212565168738365, "eta_seconds": 51726.97873388417, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.34445635437136857, "fast_rcnn/fg_cls_accuracy": 0.6372668997668998, "iteration": 45539, "loss_box_reg": 0.21438294928520918, "loss_cls": 0.18022530805319548, "loss_mask": 0.2358361165970564, "loss_rpn_cls": 0.02677936526015401, "loss_rpn_loc": 0.07281563803553581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903116504357218, "mask_rcnn/false_negative": 0.0930137035634937, "mask_rcnn/false_positive": 0.11944690540887742, "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": 1.1624854234978557, "total_loss": 0.7327521936967969} {"data_time": 0.01219994854182005, "eta_seconds": 51699.58650195971, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.2975964579380139, "fast_rcnn/fg_cls_accuracy": 0.6603966675314941, "iteration": 45559, "loss_box_reg": 0.24821137264370918, "loss_cls": 0.2053777314722538, "loss_mask": 0.2508518844842911, "loss_rpn_cls": 0.037096183747053146, "loss_rpn_loc": 0.08861520094797015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932007838977885, "mask_rcnn/false_negative": 0.10655038561347965, "mask_rcnn/false_positive": 0.11481806810315398, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 1.1634897054173052, "total_loss": 0.8461521756835282} {"data_time": 0.012636698549613357, "eta_seconds": 51684.81753568165, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.29830866204614814, "fast_rcnn/fg_cls_accuracy": 0.6647173227818389, "iteration": 45579, "loss_box_reg": 0.23587671294808388, "loss_cls": 0.20480844751000404, "loss_mask": 0.25105039961636066, "loss_rpn_cls": 0.03944632923230529, "loss_rpn_loc": 0.07472091470845044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853366757123036, "mask_rcnn/false_negative": 0.1007522131424494, "mask_rcnn/false_positive": 0.13012508829923974, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1745899755042046, "total_loss": 0.7906559815164655} {"data_time": 0.012614517705515027, "eta_seconds": 51665.871626883745, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.25656596913317603, "fast_rcnn/fg_cls_accuracy": 0.7345955981897652, "iteration": 45599, "loss_box_reg": 0.2202729806303978, "loss_cls": 0.16765262372791767, "loss_mask": 0.23918689787387848, "loss_rpn_cls": 0.0315610229736194, "loss_rpn_loc": 0.06339976354502141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940423184199053, "mask_rcnn/false_negative": 0.09767519463417246, "mask_rcnn/false_positive": 0.10187076705429139, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.163118336116895, "total_loss": 0.7343141596065834} {"data_time": 0.012330025434494019, "eta_seconds": 51646.82626183145, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3120636784758922, "fast_rcnn/fg_cls_accuracy": 0.6879363215241078, "iteration": 45619, "loss_box_reg": 0.2475087083876133, "loss_cls": 0.20208746753633022, "loss_mask": 0.26122257485985756, "loss_rpn_cls": 0.029764757957309484, "loss_rpn_loc": 0.07254389021545649, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002489795137184, "mask_rcnn/false_negative": 0.09782761833809459, "mask_rcnn/false_positive": 0.10443547087897774, "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": 1.1660346519201994, "total_loss": 0.8256550959777087} {"data_time": 0.012680100044235587, "eta_seconds": 51624.42766922526, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3130523851331577, "fast_rcnn/fg_cls_accuracy": 0.6744642042863658, "iteration": 45639, "loss_box_reg": 0.2478086370974779, "loss_cls": 0.18494092300534248, "loss_mask": 0.2530801482498646, "loss_rpn_cls": 0.032460226328112185, "loss_rpn_loc": 0.07833068631589413, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982343793681856, "mask_rcnn/false_negative": 0.08895622795369235, "mask_rcnn/false_positive": 0.12119219173837903, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1608590784016997, "total_loss": 0.8013325417414308} {"data_time": 0.012239145347848535, "eta_seconds": 51601.152453864925, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3115298021092546, "fast_rcnn/fg_cls_accuracy": 0.645369368343111, "iteration": 45659, "loss_box_reg": 0.22771408408880234, "loss_cls": 0.17609274853020906, "loss_mask": 0.2422686144709587, "loss_rpn_cls": 0.02693152753636241, "loss_rpn_loc": 0.06579359120223671, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849767022935516, "mask_rcnn/false_negative": 0.09341616064460606, "mask_rcnn/false_positive": 0.13098199795937393, "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": 1.1614442034624517, "total_loss": 0.7636322404723614} {"data_time": 0.012482219841331244, "eta_seconds": 51588.41689337045, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31238273921200754, "fast_rcnn/fg_cls_accuracy": 0.6645217313858212, "iteration": 45679, "loss_box_reg": 0.2290429580025375, "loss_cls": 0.19000160391442478, "loss_mask": 0.2345132976770401, "loss_rpn_cls": 0.03109864320140332, "loss_rpn_loc": 0.06952194613404572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961596434807143, "mask_rcnn/false_negative": 0.0980430516258737, "mask_rcnn/false_positive": 0.11299192126883567, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1509926749859005, "total_loss": 0.7768688076284889} {"data_time": 0.011491932440549135, "eta_seconds": 51572.78581087012, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.33079056226564585, "fast_rcnn/fg_cls_accuracy": 0.6331963159167344, "iteration": 45699, "loss_box_reg": 0.2442825436592102, "loss_cls": 0.19581232173368335, "loss_mask": 0.25022164918482304, "loss_rpn_cls": 0.03771450323984027, "loss_rpn_loc": 0.07943966169841588, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000919019868827, "mask_rcnn/false_negative": 0.08202392855707148, "mask_rcnn/false_positive": 0.11731506016686549, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1694314084015787, "total_loss": 0.8143987369840033} {"data_time": 0.012728525325655937, "eta_seconds": 51549.502386124805, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26764607493309545, "fast_rcnn/fg_cls_accuracy": 0.7233991228070176, "iteration": 45719, "loss_box_reg": 0.24145880062133074, "loss_cls": 0.20078167133033276, "loss_mask": 0.2435707189142704, "loss_rpn_cls": 0.027565474854782224, "loss_rpn_loc": 0.06779983406886458, "lr": 0.0001, "mask_rcnn/accuracy": 0.894542806843702, "mask_rcnn/false_negative": 0.08670273491237113, "mask_rcnn/false_positive": 0.11342526482545681, "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": 1.1698746534530073, "total_loss": 0.8037402875488624} {"data_time": 0.012229471933096647, "eta_seconds": 51544.23366051167, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.31702884541025445, "fast_rcnn/fg_cls_accuracy": 0.6330457774691522, "iteration": 45739, "loss_box_reg": 0.2702157851308584, "loss_cls": 0.20765375532209873, "loss_mask": 0.25298937782645226, "loss_rpn_cls": 0.02828357310499996, "loss_rpn_loc": 0.06704628630541265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934014540200499, "mask_rcnn/false_negative": 0.10509363879520062, "mask_rcnn/false_positive": 0.10961059319478905, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1656150638591498, "total_loss": 0.8488981400732882} {"data_time": 0.013414759887382388, "eta_seconds": 51520.9420953691, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2945663322447921, "fast_rcnn/fg_cls_accuracy": 0.6525761911820037, "iteration": 45759, "loss_box_reg": 0.24713223427534103, "loss_cls": 0.19913908559828997, "loss_mask": 0.23766423389315605, "loss_rpn_cls": 0.02903054584749043, "loss_rpn_loc": 0.07726783864200115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980707683317131, "mask_rcnn/false_negative": 0.09197695479637989, "mask_rcnn/false_positive": 0.11097986245804742, "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": 1.169370732968673, "total_loss": 0.7624457501806319} {"data_time": 0.012051741126924753, "eta_seconds": 51502.41752370726, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2827942497753818, "fast_rcnn/fg_cls_accuracy": 0.703275785128577, "iteration": 45779, "loss_box_reg": 0.23317476361989975, "loss_cls": 0.1834480781108141, "loss_mask": 0.24055173061788082, "loss_rpn_cls": 0.026171465637162328, "loss_rpn_loc": 0.06891735689714551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963284714277292, "mask_rcnn/false_negative": 0.09224421102210228, "mask_rcnn/false_positive": 0.11199064068944897, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1724585611373186, "total_loss": 0.7431994847720489} {"data_time": 0.013266088673844934, "eta_seconds": 51503.63860586658, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2759645793801392, "fast_rcnn/fg_cls_accuracy": 0.6846772696829585, "iteration": 45799, "loss_box_reg": 0.2514139860868454, "loss_cls": 0.20572869665920734, "loss_mask": 0.24580540880560875, "loss_rpn_cls": 0.025928189512342215, "loss_rpn_loc": 0.06874965270981193, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956248211297959, "mask_rcnn/false_negative": 0.08725483545563957, "mask_rcnn/false_positive": 0.12181288095236899, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1787621518597007, "total_loss": 0.7864138762233779} {"data_time": 0.01268435106612742, "eta_seconds": 51451.68321931269, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3672118492787186, "fast_rcnn/fg_cls_accuracy": 0.6292420514305013, "iteration": 45819, "loss_box_reg": 0.2223228644579649, "loss_cls": 0.1956191686913371, "loss_mask": 0.25060419738292694, "loss_rpn_cls": 0.030642576748505235, "loss_rpn_loc": 0.0636169204954058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907942996852771, "mask_rcnn/false_negative": 0.09181174064319321, "mask_rcnn/false_positive": 0.13172801398892842, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1505620572715998, "total_loss": 0.7582563752075657} {"data_time": 0.013230776647105813, "eta_seconds": 51457.028978168964, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.32752290883458646, "fast_rcnn/fg_cls_accuracy": 0.6419373939479638, "iteration": 45839, "loss_box_reg": 0.2213844135403633, "loss_cls": 0.1810360224917531, "loss_mask": 0.237549789249897, "loss_rpn_cls": 0.02496849567978643, "loss_rpn_loc": 0.060603498946875334, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890200326021236, "mask_rcnn/false_negative": 0.09237911317476533, "mask_rcnn/false_positive": 0.13480042478808538, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.1689758910797536, "total_loss": 0.7290556213119999} {"data_time": 0.011953704059123993, "eta_seconds": 51442.34231058508, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3720779220779221, "fast_rcnn/fg_cls_accuracy": 0.6226425748164879, "iteration": 45859, "loss_box_reg": 0.22404247894883156, "loss_cls": 0.19028888083994389, "loss_mask": 0.24110721983015537, "loss_rpn_cls": 0.02713214443065226, "loss_rpn_loc": 0.06821158155798912, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029100517325575, "mask_rcnn/false_negative": 0.09243688365986569, "mask_rcnn/false_positive": 0.1107632006790048, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1629536806140095, "total_loss": 0.7665102670434862} {"data_time": 0.012959675630554557, "eta_seconds": 51410.41935047135, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3481182795698925, "fast_rcnn/fg_cls_accuracy": 0.6379876219054763, "iteration": 45879, "loss_box_reg": 0.2500564754009247, "loss_cls": 0.19388544280081987, "loss_mask": 0.25748603232204914, "loss_rpn_cls": 0.0275048345210962, "loss_rpn_loc": 0.072377196745947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925377882840116, "mask_rcnn/false_negative": 0.1146846164911425, "mask_rcnn/false_positive": 0.10625697817054416, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1573976858053356, "total_loss": 0.7995943307178095} {"data_time": 0.0123928755056113, "eta_seconds": 51387.11453662254, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28834876543209875, "fast_rcnn/fg_cls_accuracy": 0.6918981481481481, "iteration": 45899, "loss_box_reg": 0.2253921814262867, "loss_cls": 0.1835808544419706, "loss_mask": 0.23827215656638145, "loss_rpn_cls": 0.0331345172598958, "loss_rpn_loc": 0.06919021625071764, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080051817991486, "mask_rcnn/false_negative": 0.08298249336001834, "mask_rcnn/false_positive": 0.10885211286384486, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1636260370723903, "total_loss": 0.7738865657011047} {"data_time": 0.01107825175859034, "eta_seconds": 51366.37922147289, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3104492948763376, "fast_rcnn/fg_cls_accuracy": 0.6512323305545488, "iteration": 45919, "loss_box_reg": 0.23947703279554844, "loss_cls": 0.19711380265653133, "loss_mask": 0.24329058825969696, "loss_rpn_cls": 0.029575965483672917, "loss_rpn_loc": 0.0674938892479986, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965521938316694, "mask_rcnn/false_negative": 0.08556141199213473, "mask_rcnn/false_positive": 0.12235376989794068, "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": 1.1618034925777465, "total_loss": 0.7894365702522919} {"data_time": 0.013037226861342788, "eta_seconds": 51343.073241789825, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.32785657998423956, "fast_rcnn/fg_cls_accuracy": 0.6630336058128974, "iteration": 45939, "loss_box_reg": 0.22382070496678352, "loss_cls": 0.19127856567502022, "loss_mask": 0.23830034583806992, "loss_rpn_cls": 0.028945178957656026, "loss_rpn_loc": 0.06364782643504441, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034387052812196, "mask_rcnn/false_negative": 0.08667175848244638, "mask_rcnn/false_positive": 0.11667145545135521, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1595507296733558, "total_loss": 0.7611304187448695} {"data_time": 0.012468794360756874, "eta_seconds": 51297.17338062823, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.31905341035775814, "fast_rcnn/fg_cls_accuracy": 0.6396103896103896, "iteration": 45959, "loss_box_reg": 0.23716652020812035, "loss_cls": 0.19438374508172274, "loss_mask": 0.24507994577288628, "loss_rpn_cls": 0.03095553384628147, "loss_rpn_loc": 0.07968504005111754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939920791789998, "mask_rcnn/false_negative": 0.09424600746449979, "mask_rcnn/false_positive": 0.11125998417366531, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1495701586827636, "total_loss": 0.7944786051521078} {"data_time": 0.011791563127189875, "eta_seconds": 51273.877661563456, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3168235294117647, "fast_rcnn/fg_cls_accuracy": 0.658619401061801, "iteration": 45979, "loss_box_reg": 0.24014131724834442, "loss_cls": 0.18042605090886354, "loss_mask": 0.23573804646730423, "loss_rpn_cls": 0.02627573604695499, "loss_rpn_loc": 0.061738879419863224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922870078511811, "mask_rcnn/false_negative": 0.08630158649471008, "mask_rcnn/false_positive": 0.11881869827865921, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.162003313889727, "total_loss": 0.7533191884867847} {"data_time": 0.011160777416080236, "eta_seconds": 51223.53443969041, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31093143873636386, "fast_rcnn/fg_cls_accuracy": 0.660117302052786, "iteration": 45999, "loss_box_reg": 0.21657215058803558, "loss_cls": 0.1827686708420515, "loss_mask": 0.2338765151798725, "loss_rpn_cls": 0.026350811938755214, "loss_rpn_loc": 0.0686992947012186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918055036987577, "mask_rcnn/false_negative": 0.09278624508186734, "mask_rcnn/false_positive": 0.11213101471360111, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.127312944503501, "total_loss": 0.7294109704671428} {"data_time": 0.012951938901096582, "eta_seconds": 51204.853416192345, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2778271773825809, "fast_rcnn/fg_cls_accuracy": 0.6909787886532073, "iteration": 46019, "loss_box_reg": 0.2353651775047183, "loss_cls": 0.1763923428952694, "loss_mask": 0.24602874368429184, "loss_rpn_cls": 0.027246756246313453, "loss_rpn_loc": 0.06000169145409018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973669676675303, "mask_rcnn/false_negative": 0.07392706778447497, "mask_rcnn/false_positive": 0.12196612273943691, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.177152311662212, "total_loss": 0.7420147765660658} {"data_time": 0.01236949022859335, "eta_seconds": 51178.02962889895, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3340451455688085, "fast_rcnn/fg_cls_accuracy": 0.6341719077568134, "iteration": 46039, "loss_box_reg": 0.23851400427520275, "loss_cls": 0.1861274279654026, "loss_mask": 0.23928184807300568, "loss_rpn_cls": 0.023304688278585672, "loss_rpn_loc": 0.06833300250582397, "lr": 0.0001, "mask_rcnn/accuracy": 0.893206230530547, "mask_rcnn/false_negative": 0.08564457070255596, "mask_rcnn/false_positive": 0.11947719629837403, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1540790311992168, "total_loss": 0.7517359174089506} {"data_time": 0.011225513415411115, "eta_seconds": 51158.2823807979, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.33116883116883117, "fast_rcnn/fg_cls_accuracy": 0.6342231842231842, "iteration": 46059, "loss_box_reg": 0.21824451349675655, "loss_cls": 0.19272699113935232, "loss_mask": 0.23801029287278652, "loss_rpn_cls": 0.02893868344835937, "loss_rpn_loc": 0.07286603935062885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980042607768172, "mask_rcnn/false_negative": 0.10144315994387815, "mask_rcnn/false_positive": 0.11451504660230508, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1599999121390283, "total_loss": 0.7291856650263071} {"data_time": 0.012510226806625724, "eta_seconds": 51142.339003421366, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.34319172113289764, "fast_rcnn/fg_cls_accuracy": 0.6443115761501412, "iteration": 46079, "loss_box_reg": 0.24061406590044498, "loss_cls": 0.20125610008835793, "loss_mask": 0.2528266943991184, "loss_rpn_cls": 0.03205952688585967, "loss_rpn_loc": 0.07797130406834185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984472017351909, "mask_rcnn/false_negative": 0.0917718023878708, "mask_rcnn/false_positive": 0.12099758629462072, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1642979567404836, "total_loss": 0.7817940353415906} {"data_time": 0.01179267535917461, "eta_seconds": 51103.93346338533, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3439649151085321, "fast_rcnn/fg_cls_accuracy": 0.6081597822329761, "iteration": 46099, "loss_box_reg": 0.2414498459547758, "loss_cls": 0.20172681845724583, "loss_mask": 0.2465507760643959, "loss_rpn_cls": 0.03548004268668592, "loss_rpn_loc": 0.07222006376832724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865946754012999, "mask_rcnn/false_negative": 0.08982696458913428, "mask_rcnn/false_positive": 0.14303774636567185, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.152021509828046, "total_loss": 0.7805983737343922} {"data_time": 0.011568884598091245, "eta_seconds": 51095.76128119603, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.30964751288764136, "fast_rcnn/fg_cls_accuracy": 0.6563950582018139, "iteration": 46119, "loss_box_reg": 0.2380541805177927, "loss_cls": 0.18294990435242653, "loss_mask": 0.2512020356953144, "loss_rpn_cls": 0.033341880538500845, "loss_rpn_loc": 0.06922986381687224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886508762470666, "mask_rcnn/false_negative": 0.09948702959327922, "mask_rcnn/false_positive": 0.10657897110527931, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1683455249294639, "total_loss": 0.8092810101807117} {"data_time": 0.013228554977104068, "eta_seconds": 51060.550466473214, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3072567269846771, "fast_rcnn/fg_cls_accuracy": 0.6684391361256545, "iteration": 46139, "loss_box_reg": 0.21893068216741085, "loss_cls": 0.18461689446121454, "loss_mask": 0.24576030671596527, "loss_rpn_cls": 0.029107033915352076, "loss_rpn_loc": 0.0708454690175131, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996273911412567, "mask_rcnn/false_negative": 0.08026341319283559, "mask_rcnn/false_positive": 0.13487068616975825, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1570989533793181, "total_loss": 0.7635264412965626} {"data_time": 0.013371612643823028, "eta_seconds": 51036.73288375139, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.33435981230098877, "fast_rcnn/fg_cls_accuracy": 0.6341344058991119, "iteration": 46159, "loss_box_reg": 0.2526825778186321, "loss_cls": 0.21191652305424213, "loss_mask": 0.24896098859608173, "loss_rpn_cls": 0.0317621961585246, "loss_rpn_loc": 0.08214349881745875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946739437810867, "mask_rcnn/false_negative": 0.0889740006065284, "mask_rcnn/false_positive": 0.1334165885282032, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.1693893827032298, "total_loss": 0.8395675646606833} {"data_time": 0.011245572939515114, "eta_seconds": 50994.12395609077, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.30540617428969974, "fast_rcnn/fg_cls_accuracy": 0.6244243345307174, "iteration": 46179, "loss_box_reg": 0.21590608917176723, "loss_cls": 0.18828992173075676, "loss_mask": 0.2423472199589014, "loss_rpn_cls": 0.024840771569870412, "loss_rpn_loc": 0.06288931146264076, "lr": 0.0001, "mask_rcnn/accuracy": 0.893169301472033, "mask_rcnn/false_negative": 0.08612421794713379, "mask_rcnn/false_positive": 0.12320194579599031, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1605667716357857, "total_loss": 0.7099916159058921} {"data_time": 0.011173937004059553, "eta_seconds": 50964.44446728565, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2783673609208002, "fast_rcnn/fg_cls_accuracy": 0.6915756047445596, "iteration": 46199, "loss_box_reg": 0.23878373205661774, "loss_cls": 0.19322697445750237, "loss_mask": 0.2563351895660162, "loss_rpn_cls": 0.032299987971782684, "loss_rpn_loc": 0.0764814589638263, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009872807879168, "mask_rcnn/false_negative": 0.08258616011397252, "mask_rcnn/false_positive": 0.11704275710461898, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.15013064048253, "total_loss": 0.8078089198097587} {"data_time": 0.012729793321341276, "eta_seconds": 50941.17303145584, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2989376659896891, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 46219, "loss_box_reg": 0.2376462873071432, "loss_cls": 0.1942050028592348, "loss_mask": 0.2519016470760107, "loss_rpn_cls": 0.03025114964111708, "loss_rpn_loc": 0.08070768741890788, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992417329298741, "mask_rcnn/false_negative": 0.09804332540197427, "mask_rcnn/false_positive": 0.11987416780933476, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.164842958562076, "total_loss": 0.7724867283250205} {"data_time": 0.012758945347741246, "eta_seconds": 50917.24186912179, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30940315315315314, "fast_rcnn/fg_cls_accuracy": 0.6732947232947233, "iteration": 46239, "loss_box_reg": 0.21534420177340508, "loss_cls": 0.17914783582091331, "loss_mask": 0.22669941000640392, "loss_rpn_cls": 0.024526028719265014, "loss_rpn_loc": 0.07232006068807095, "lr": 0.0001, "mask_rcnn/accuracy": 0.898001677259763, "mask_rcnn/false_negative": 0.08909201920634466, "mask_rcnn/false_positive": 0.12961375714679044, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1572374773677438, "total_loss": 0.7255781280109659} {"data_time": 0.01318650646135211, "eta_seconds": 50895.941860587336, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3191645408163265, "fast_rcnn/fg_cls_accuracy": 0.6736184988179669, "iteration": 46259, "loss_box_reg": 0.23643607459962368, "loss_cls": 0.18738802149891853, "loss_mask": 0.2436615154147148, "loss_rpn_cls": 0.030228020332287997, "loss_rpn_loc": 0.0700885858386755, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019434916701137, "mask_rcnn/false_negative": 0.09366332666844734, "mask_rcnn/false_positive": 0.11322585623358011, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1724485140293837, "total_loss": 0.7732244071376044} {"data_time": 0.011579365935176611, "eta_seconds": 50885.34234925173, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3194228527011271, "fast_rcnn/fg_cls_accuracy": 0.6502978630376564, "iteration": 46279, "loss_box_reg": 0.24779775738716125, "loss_cls": 0.19788825046271086, "loss_mask": 0.2446958888322115, "loss_rpn_cls": 0.030639913689810783, "loss_rpn_loc": 0.07143857190385461, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877082699807355, "mask_rcnn/false_negative": 0.10516145292764872, "mask_rcnn/false_positive": 0.1260533749674655, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1677208801265806, "total_loss": 0.7929951778496616} {"data_time": 0.01194024458527565, "eta_seconds": 50880.64403603785, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2809449311639549, "fast_rcnn/fg_cls_accuracy": 0.6749441548771408, "iteration": 46299, "loss_box_reg": 0.2363480031490326, "loss_cls": 0.20521798636764288, "loss_mask": 0.24473747797310352, "loss_rpn_cls": 0.02905711263883859, "loss_rpn_loc": 0.07586653856560588, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969774194714052, "mask_rcnn/false_negative": 0.08401013399858732, "mask_rcnn/false_positive": 0.11800438205520544, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1752575989812613, "total_loss": 0.799168324097991} {"data_time": 0.012082373956218362, "eta_seconds": 50864.821138344705, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.289079281689968, "fast_rcnn/fg_cls_accuracy": 0.6707129939168082, "iteration": 46319, "loss_box_reg": 0.25083740055561066, "loss_cls": 0.2080059815198183, "loss_mask": 0.250753752887249, "loss_rpn_cls": 0.031416626181453466, "loss_rpn_loc": 0.07683002226985991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888745926460262, "mask_rcnn/false_negative": 0.10272997852361436, "mask_rcnn/false_positive": 0.11829075729497195, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.17208038456738, "total_loss": 0.8228025061544031} {"data_time": 0.011840272694826126, "eta_seconds": 50848.840134893544, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3130533620483369, "fast_rcnn/fg_cls_accuracy": 0.6524505251467252, "iteration": 46339, "loss_box_reg": 0.24323474988341331, "loss_cls": 0.20140796527266502, "loss_mask": 0.2581056859344244, "loss_rpn_cls": 0.029263386968523264, "loss_rpn_loc": 0.061630379874259233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944702061590649, "mask_rcnn/false_negative": 0.09878709552019069, "mask_rcnn/false_positive": 0.12280547159441466, "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": 1.1688004944007844, "total_loss": 0.7926599924685434} {"data_time": 0.0109274594578892, "eta_seconds": 50825.54703359492, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3543521349145027, "fast_rcnn/fg_cls_accuracy": 0.6246951219512196, "iteration": 46359, "loss_box_reg": 0.23388602957129478, "loss_cls": 0.20093370787799358, "loss_mask": 0.24232023395597935, "loss_rpn_cls": 0.03158818790689111, "loss_rpn_loc": 0.08825265662744641, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948478422933017, "mask_rcnn/false_negative": 0.08675245617683562, "mask_rcnn/false_positive": 0.11428283140811946, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1649490143172443, "total_loss": 0.7805335510056466} {"data_time": 0.012199944583699107, "eta_seconds": 50790.57918144856, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3270218797059084, "fast_rcnn/fg_cls_accuracy": 0.6127482616479993, "iteration": 46379, "loss_box_reg": 0.23978618625551462, "loss_cls": 0.1982345711439848, "loss_mask": 0.23440892808139324, "loss_rpn_cls": 0.026233149110339582, "loss_rpn_loc": 0.06068416847847402, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981066045123085, "mask_rcnn/false_negative": 0.08022615770998073, "mask_rcnn/false_positive": 0.12393131605782054, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1666045649908483, "total_loss": 0.7810514235170558} {"data_time": 0.013261246029287577, "eta_seconds": 50774.866531416774, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.319142034100641, "fast_rcnn/fg_cls_accuracy": 0.6402633056716791, "iteration": 46399, "loss_box_reg": 0.2403628583997488, "loss_cls": 0.19887865893542767, "loss_mask": 0.2384890653192997, "loss_rpn_cls": 0.03137072897516191, "loss_rpn_loc": 0.06880217557772994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928023654754469, "mask_rcnn/false_negative": 0.09567487510886297, "mask_rcnn/false_positive": 0.11617285847351788, "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": 1.1504618835169822, "total_loss": 0.7946923689451069} {"data_time": 0.012167669599875808, "eta_seconds": 50759.75827401038, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.35934487146459326, "fast_rcnn/fg_cls_accuracy": 0.6182170542635659, "iteration": 46419, "loss_box_reg": 0.2656071474775672, "loss_cls": 0.21999935805797577, "loss_mask": 0.2545196767896414, "loss_rpn_cls": 0.03212085599079728, "loss_rpn_loc": 0.07844573259353638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950422808331333, "mask_rcnn/false_negative": 0.09624487621790209, "mask_rcnn/false_positive": 0.1125676790682733, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.1859225574880838, "total_loss": 0.8486100886948407} {"data_time": 0.01161451288498938, "eta_seconds": 50720.715936357155, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3271739834239834, "fast_rcnn/fg_cls_accuracy": 0.650873281308064, "iteration": 46439, "loss_box_reg": 0.2367686154320836, "loss_cls": 0.17939960397779942, "loss_mask": 0.25264042988419533, "loss_rpn_cls": 0.0315886716125533, "loss_rpn_loc": 0.07238104939460754, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014367438077354, "mask_rcnn/false_negative": 0.09293909790119495, "mask_rcnn/false_positive": 0.10616473136946118, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1626114810351282, "total_loss": 0.7693523103371263} {"data_time": 0.012791733955964446, "eta_seconds": 50691.615386465564, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3505253810862809, "fast_rcnn/fg_cls_accuracy": 0.6301150658576291, "iteration": 46459, "loss_box_reg": 0.230020341463387, "loss_cls": 0.20406709797680378, "loss_mask": 0.24630459398031235, "loss_rpn_cls": 0.026536082266829908, "loss_rpn_loc": 0.05593451764434576, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023093155145495, "mask_rcnn/false_negative": 0.08463807563876333, "mask_rcnn/false_positive": 0.12182098243735232, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.158096072031185, "total_loss": 0.7822195386979729} {"data_time": 0.013027124805375934, "eta_seconds": 50666.54980480671, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30050866316960734, "fast_rcnn/fg_cls_accuracy": 0.6699058226616392, "iteration": 46479, "loss_box_reg": 0.2175055705010891, "loss_cls": 0.18303473759442568, "loss_mask": 0.24325613491237164, "loss_rpn_cls": 0.030186024960130453, "loss_rpn_loc": 0.0678143217228353, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026063363899942, "mask_rcnn/false_negative": 0.08369144840711419, "mask_rcnn/false_positive": 0.11712056152166123, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1598915776703507, "total_loss": 0.7546939639141783} {"data_time": 0.01222987356595695, "eta_seconds": 50637.671280652285, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2663524352931448, "fast_rcnn/fg_cls_accuracy": 0.687581956464726, "iteration": 46499, "loss_box_reg": 0.2063030954450369, "loss_cls": 0.18316836655139923, "loss_mask": 0.2308625616133213, "loss_rpn_cls": 0.027587647491600364, "loss_rpn_loc": 0.06802566861733794, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070022936989264, "mask_rcnn/false_negative": 0.07762772859221972, "mask_rcnn/false_positive": 0.10519833915373064, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1589843414258212, "total_loss": 0.7140424823155627} {"data_time": 0.011897488264366984, "eta_seconds": 50598.459826810285, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27653789509459614, "fast_rcnn/fg_cls_accuracy": 0.6851738209935259, "iteration": 46519, "loss_box_reg": 0.23576801642775536, "loss_cls": 0.1926434487104416, "loss_mask": 0.24540991708636284, "loss_rpn_cls": 0.03066184208728373, "loss_rpn_loc": 0.06758097861893475, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021080206276059, "mask_rcnn/false_negative": 0.0908389879236706, "mask_rcnn/false_positive": 0.10455511949884395, "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": 1.1553632840514183, "total_loss": 0.7543006396153942} {"data_time": 0.011904888553544879, "eta_seconds": 50596.697024744935, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2652152279705343, "fast_rcnn/fg_cls_accuracy": 0.6748546144121366, "iteration": 46539, "loss_box_reg": 0.23432606644928455, "loss_cls": 0.18985876068472862, "loss_mask": 0.23657512478530407, "loss_rpn_cls": 0.025863793212920427, "loss_rpn_loc": 0.07684934290591627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942760536167129, "mask_rcnn/false_negative": 0.08905673968674808, "mask_rcnn/false_positive": 0.12135610740998642, "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": 1.1789691969752312, "total_loss": 0.7805662986356765} {"data_time": 0.012938041938468814, "eta_seconds": 50573.412764724344, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.35057641355206043, "fast_rcnn/fg_cls_accuracy": 0.6077394443045412, "iteration": 46559, "loss_box_reg": 0.26732102781534195, "loss_cls": 0.21493859216570854, "loss_mask": 0.2481378149241209, "loss_rpn_cls": 0.03077107947319746, "loss_rpn_loc": 0.08348404057323933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867712496397651, "mask_rcnn/false_negative": 0.10940531047404153, "mask_rcnn/false_positive": 0.11282946615350802, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.164029719075188, "total_loss": 0.8625101323705167} {"data_time": 0.011417388683184981, "eta_seconds": 50544.544528871775, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.31717867630449514, "fast_rcnn/fg_cls_accuracy": 0.6662280701754386, "iteration": 46579, "loss_box_reg": 0.2468691375106573, "loss_cls": 0.20171692594885826, "loss_mask": 0.24249525554478168, "loss_rpn_cls": 0.02839856641367078, "loss_rpn_loc": 0.07221754966303706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891405256237359, "mask_rcnn/false_negative": 0.08546569222783854, "mask_rcnn/false_positive": 0.12321352686512768, "roi_head/num_bg_samples": 427.125, "roi_head/num_fg_samples": 84.875, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1541273510083556, "total_loss": 0.8027000192087144} {"data_time": 0.012364028953015804, "eta_seconds": 50528.619838599116, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.32434070250252495, "fast_rcnn/fg_cls_accuracy": 0.6370996388609319, "iteration": 46599, "loss_box_reg": 0.2430047057569027, "loss_cls": 0.19693708419799805, "loss_mask": 0.2589212879538536, "loss_rpn_cls": 0.027868485311046243, "loss_rpn_loc": 0.07045285776257515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8724273232154743, "mask_rcnn/false_negative": 0.10572407571111395, "mask_rcnn/false_positive": 0.13522233877146805, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.168138345470652, "total_loss": 0.7956211660057306} {"data_time": 0.012668240815401077, "eta_seconds": 50493.63725173753, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3295270461625602, "fast_rcnn/fg_cls_accuracy": 0.6478473547859285, "iteration": 46619, "loss_box_reg": 0.2273863572627306, "loss_cls": 0.19498029723763466, "loss_mask": 0.24295415356755257, "loss_rpn_cls": 0.027003888739272952, "loss_rpn_loc": 0.07524816412478685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937291929834783, "mask_rcnn/false_negative": 0.097417175652865, "mask_rcnn/false_positive": 0.11296184532997144, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.155784391798079, "total_loss": 0.7777667124755681} {"data_time": 0.013403535354882479, "eta_seconds": 50470.35756651312, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.36195842144395196, "fast_rcnn/fg_cls_accuracy": 0.6225427240257609, "iteration": 46639, "loss_box_reg": 0.23618906177580357, "loss_cls": 0.19222233071923256, "loss_mask": 0.2445213757455349, "loss_rpn_cls": 0.030318169039674103, "loss_rpn_loc": 0.06792029272764921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952760592543682, "mask_rcnn/false_negative": 0.09353865968181063, "mask_rcnn/false_positive": 0.1306997239138774, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1658881611656398, "total_loss": 0.7644235455663875} {"data_time": 0.012124220142140985, "eta_seconds": 50443.06352736894, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.31191643323996265, "fast_rcnn/fg_cls_accuracy": 0.6562236286919831, "iteration": 46659, "loss_box_reg": 0.22669667564332485, "loss_cls": 0.19531483482569456, "loss_mask": 0.23871149122714996, "loss_rpn_cls": 0.027739028446376324, "loss_rpn_loc": 0.061288707656785846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920372080701862, "mask_rcnn/false_negative": 0.08820754733508367, "mask_rcnn/false_positive": 0.12402843348302088, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1415284022223204, "total_loss": 0.7482172707095742} {"data_time": 0.011583802755922079, "eta_seconds": 50410.46896931715, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3027817234848485, "fast_rcnn/fg_cls_accuracy": 0.6723011363636364, "iteration": 46679, "loss_box_reg": 0.23663636483252048, "loss_cls": 0.19840134121477604, "loss_mask": 0.24950524885207415, "loss_rpn_cls": 0.029678741848329082, "loss_rpn_loc": 0.0666516178753227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905925514573638, "mask_rcnn/false_negative": 0.08925952476438825, "mask_rcnn/false_positive": 0.12716454944801103, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.145560470642522, "total_loss": 0.7785752649360802} {"data_time": 0.012825922574847937, "eta_seconds": 50384.389879019, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3233568075117371, "fast_rcnn/fg_cls_accuracy": 0.6615305979799392, "iteration": 46699, "loss_box_reg": 0.22611471824347973, "loss_cls": 0.19160543382167816, "loss_mask": 0.248664241284132, "loss_rpn_cls": 0.028407747973687947, "loss_rpn_loc": 0.061624787747859955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908514231317479, "mask_rcnn/false_negative": 0.09477319204206645, "mask_rcnn/false_positive": 0.12167857415241287, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1476929124910384, "total_loss": 0.7775369657902047} {"data_time": 0.012048013741150498, "eta_seconds": 50354.61340101436, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3146016102478518, "fast_rcnn/fg_cls_accuracy": 0.6730396247265511, "iteration": 46719, "loss_box_reg": 0.2202740227803588, "loss_cls": 0.1726575270295143, "loss_mask": 0.24439306184649467, "loss_rpn_cls": 0.030147010227665305, "loss_rpn_loc": 0.07222828362137079, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834096754899143, "mask_rcnn/false_negative": 0.0929581832146108, "mask_rcnn/false_positive": 0.12555942061737865, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1460213186219335, "total_loss": 0.7617035325965844} {"data_time": 0.012397732585668564, "eta_seconds": 50340.648375176825, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3024370541974029, "fast_rcnn/fg_cls_accuracy": 0.6708206686930092, "iteration": 46739, "loss_box_reg": 0.23333452828228474, "loss_cls": 0.18000565096735954, "loss_mask": 0.24590644426643848, "loss_rpn_cls": 0.03194059617817402, "loss_rpn_loc": 0.07253799680620432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925300854388349, "mask_rcnn/false_negative": 0.10305921570420937, "mask_rcnn/false_positive": 0.11842565545401637, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.181889132130891, "total_loss": 0.7739841848379001} {"data_time": 0.012356424937024713, "eta_seconds": 50314.57317248918, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28805139545364034, "fast_rcnn/fg_cls_accuracy": 0.6792968585726902, "iteration": 46759, "loss_box_reg": 0.2360938936471939, "loss_cls": 0.19747960567474365, "loss_mask": 0.24142239056527615, "loss_rpn_cls": 0.03232459910213947, "loss_rpn_loc": 0.07495744770858437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886492678466735, "mask_rcnn/false_negative": 0.09805012163056724, "mask_rcnn/false_positive": 0.11439427540825667, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1617977458517998, "total_loss": 0.7936708162305877} {"data_time": 0.011990059167146683, "eta_seconds": 50272.84991181921, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.31149570768214835, "fast_rcnn/fg_cls_accuracy": 0.6540489642184557, "iteration": 46779, "loss_box_reg": 0.23289075680077076, "loss_cls": 0.18887543585151434, "loss_mask": 0.2304136324673891, "loss_rpn_cls": 0.026929551037028432, "loss_rpn_loc": 0.06820038380101323, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010146502381815, "mask_rcnn/false_negative": 0.08637714970324359, "mask_rcnn/false_positive": 0.11439401722570886, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1364757549017668, "total_loss": 0.7557358397170901} {"data_time": 0.011458115419372916, "eta_seconds": 50246.89716249704, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37095967677414193, "fast_rcnn/fg_cls_accuracy": 0.6105120946989191, "iteration": 46799, "loss_box_reg": 0.2546557392925024, "loss_cls": 0.19972518645226955, "loss_mask": 0.24965768493711948, "loss_rpn_cls": 0.031672625220380723, "loss_rpn_loc": 0.07100219698622823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947198858622947, "mask_rcnn/false_negative": 0.08834736387112412, "mask_rcnn/false_positive": 0.13154620815941198, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 204.375, "rpn/num_pos_anchors": 51.625, "time": 1.1753265915904194, "total_loss": 0.8146982071921229} {"data_time": 0.013077463721856475, "eta_seconds": 50231.733570350334, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.26783586132177684, "fast_rcnn/fg_cls_accuracy": 0.7202260458839407, "iteration": 46819, "loss_box_reg": 0.22716140560805798, "loss_cls": 0.18151563592255116, "loss_mask": 0.2287052646279335, "loss_rpn_cls": 0.03236939839553088, "loss_rpn_loc": 0.06797430058941245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038263548068217, "mask_rcnn/false_negative": 0.08646581378641027, "mask_rcnn/false_positive": 0.10758015722768058, "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": 1.1672070631757379, "total_loss": 0.722569868521532} {"data_time": 0.011591087095439434, "eta_seconds": 50200.372257716954, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3361721161157579, "fast_rcnn/fg_cls_accuracy": 0.6428214196406243, "iteration": 46839, "loss_box_reg": 0.2546735554933548, "loss_cls": 0.20893414411693811, "loss_mask": 0.24935735948383808, "loss_rpn_cls": 0.028183751739561558, "loss_rpn_loc": 0.08207156509160995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902035018116526, "mask_rcnn/false_negative": 0.10539235627105395, "mask_rcnn/false_positive": 0.1261648498269686, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1637659072875977, "total_loss": 0.8253053366206586} {"data_time": 0.01272584404796362, "eta_seconds": 50182.737935772166, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28732622357646165, "fast_rcnn/fg_cls_accuracy": 0.7101694915254237, "iteration": 46859, "loss_box_reg": 0.2229981031268835, "loss_cls": 0.18658961076289415, "loss_mask": 0.2389604113996029, "loss_rpn_cls": 0.028950223699212074, "loss_rpn_loc": 0.07752775261178613, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079184654631083, "mask_rcnn/false_negative": 0.07994455150751667, "mask_rcnn/false_positive": 0.09559281983315378, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.1663798419758677, "total_loss": 0.7601055481354706} {"data_time": 0.012933117337524891, "eta_seconds": 50167.15174622834, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2976968369654974, "fast_rcnn/fg_cls_accuracy": 0.6549577590040018, "iteration": 46879, "loss_box_reg": 0.2229324821382761, "loss_cls": 0.1838566865772009, "loss_mask": 0.23009474389255047, "loss_rpn_cls": 0.03525994601659477, "loss_rpn_loc": 0.0731130454223603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976708300095849, "mask_rcnn/false_negative": 0.07978001696216067, "mask_rcnn/false_positive": 0.1104261132386519, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1667068139649928, "total_loss": 0.7418873911665287} {"data_time": 0.014097488019615412, "eta_seconds": 50139.86297121737, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.27935251290026153, "fast_rcnn/fg_cls_accuracy": 0.6905515370705244, "iteration": 46899, "loss_box_reg": 0.22605114988982677, "loss_cls": 0.18506908882409334, "loss_mask": 0.2411470990628004, "loss_rpn_cls": 0.030097198206931353, "loss_rpn_loc": 0.07776915130671114, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002902095927268, "mask_rcnn/false_negative": 0.09713123929297052, "mask_rcnn/false_positive": 0.1169482273372856, "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": 1.1533387715462595, "total_loss": 0.769976819108706} {"data_time": 0.013285154709592462, "eta_seconds": 50115.40255235508, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30140589569160997, "fast_rcnn/fg_cls_accuracy": 0.69, "iteration": 46919, "loss_box_reg": 0.23631244339048862, "loss_cls": 0.17991918325424194, "loss_mask": 0.24682443216443062, "loss_rpn_cls": 0.02596692298538983, "loss_rpn_loc": 0.06493934034369886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904577460480596, "mask_rcnn/false_negative": 0.09996883305906146, "mask_rcnn/false_positive": 0.10505369992757935, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1395877860486507, "total_loss": 0.756630354328081} {"data_time": 0.012240241514518857, "eta_seconds": 50093.32945569884, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31791443850267376, "fast_rcnn/fg_cls_accuracy": 0.6405792587978822, "iteration": 46939, "loss_box_reg": 0.24412153288722038, "loss_cls": 0.19398379884660244, "loss_mask": 0.24525207467377186, "loss_rpn_cls": 0.028678726870566607, "loss_rpn_loc": 0.0642598798731342, "lr": 0.0001, "mask_rcnn/accuracy": 0.89675354588791, "mask_rcnn/false_negative": 0.08108810532970988, "mask_rcnn/false_positive": 0.12070826282214339, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1687074035871774, "total_loss": 0.7639807951636612} {"data_time": 0.013428549049422145, "eta_seconds": 50075.382642783225, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3408655929510328, "fast_rcnn/fg_cls_accuracy": 0.6149224782560962, "iteration": 46959, "loss_box_reg": 0.2407221831381321, "loss_cls": 0.19773303251713514, "loss_mask": 0.2523554190993309, "loss_rpn_cls": 0.030448397155851126, "loss_rpn_loc": 0.06554463249631226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873837620772228, "mask_rcnn/false_negative": 0.09541642265024947, "mask_rcnn/false_positive": 0.12762039610660023, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1571735851466656, "total_loss": 0.800329671241343} {"data_time": 0.013454139465466142, "eta_seconds": 50052.11341293063, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.28905597326649957, "fast_rcnn/fg_cls_accuracy": 0.6473106167276823, "iteration": 46979, "loss_box_reg": 0.2205576365813613, "loss_cls": 0.18935483787208796, "loss_mask": 0.23549328558146954, "loss_rpn_cls": 0.03209591703489423, "loss_rpn_loc": 0.05989903397858143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901722461915416, "mask_rcnn/false_negative": 0.0877522296086305, "mask_rcnn/false_positive": 0.10981827548680057, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1599017775151879, "total_loss": 0.7356870224466547} {"data_time": 0.012356154853478074, "eta_seconds": 50040.49673117697, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.28994059917355375, "fast_rcnn/fg_cls_accuracy": 0.6813754045307443, "iteration": 46999, "loss_box_reg": 0.23193125892430544, "loss_cls": 0.19382874760776758, "loss_mask": 0.2489972822368145, "loss_rpn_cls": 0.03079897165298462, "loss_rpn_loc": 0.071927884593606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936805410572387, "mask_rcnn/false_negative": 0.08681340228866721, "mask_rcnn/false_positive": 0.12410545350181539, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.162577707087621, "total_loss": 0.7785739208920859} {"data_time": 0.01242948416620493, "eta_seconds": 49999.07153435983, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3254789399906548, "fast_rcnn/fg_cls_accuracy": 0.6565560026827633, "iteration": 47019, "loss_box_reg": 0.24701300635933876, "loss_cls": 0.20010644849389791, "loss_mask": 0.25111917220056057, "loss_rpn_cls": 0.03161736857146025, "loss_rpn_loc": 0.0649369484744966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841630189525513, "mask_rcnn/false_negative": 0.09784457992779216, "mask_rcnn/false_positive": 0.12538882984116478, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1306865992955863, "total_loss": 0.8058628649450839} {"data_time": 0.012795351911336184, "eta_seconds": 49979.087619781494, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3304286642130331, "fast_rcnn/fg_cls_accuracy": 0.6257930942362919, "iteration": 47039, "loss_box_reg": 0.2374815847724676, "loss_cls": 0.19359961710870266, "loss_mask": 0.25341951102018356, "loss_rpn_cls": 0.03082543914206326, "loss_rpn_loc": 0.07071870635263622, "lr": 0.0001, "mask_rcnn/accuracy": 0.890086734844906, "mask_rcnn/false_negative": 0.08404138822290393, "mask_rcnn/false_positive": 0.1368554988950362, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1649787025526166, "total_loss": 0.7807383582694456} {"data_time": 0.012759874109178782, "eta_seconds": 49962.66764554195, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3348255936437235, "fast_rcnn/fg_cls_accuracy": 0.6507485802787816, "iteration": 47059, "loss_box_reg": 0.23666546493768692, "loss_cls": 0.1956857070326805, "loss_mask": 0.24254199117422104, "loss_rpn_cls": 0.027325028204359114, "loss_rpn_loc": 0.07929687411524355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731806586270872, "mask_rcnn/false_negative": 0.11227509439191419, "mask_rcnn/false_positive": 0.1444753016079458, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.168230323586613, "total_loss": 0.7809986742213368} {"data_time": 0.012583369854837656, "eta_seconds": 49942.21740433015, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30273466371027347, "fast_rcnn/fg_cls_accuracy": 0.6711441893830703, "iteration": 47079, "loss_box_reg": 0.2275844495743513, "loss_cls": 0.20414612628519535, "loss_mask": 0.25254786759614944, "loss_rpn_cls": 0.025898563442751765, "loss_rpn_loc": 0.0662188665010035, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890576963040382, "mask_rcnn/false_negative": 0.09493584846209108, "mask_rcnn/false_positive": 0.12216433800940038, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.168351522181183, "total_loss": 0.7973163138376549} {"data_time": 0.013686840422451496, "eta_seconds": 49937.00155173428, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.26904118301796787, "fast_rcnn/fg_cls_accuracy": 0.6940406374029975, "iteration": 47099, "loss_box_reg": 0.2150459112599492, "loss_cls": 0.17545474134385586, "loss_mask": 0.24346179328858852, "loss_rpn_cls": 0.0216265769849997, "loss_rpn_loc": 0.056699528358876705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971648260886982, "mask_rcnn/false_negative": 0.08374194047106626, "mask_rcnn/false_positive": 0.11940650046037307, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.169177768053487, "total_loss": 0.7280293839867227} {"data_time": 0.012707937741652131, "eta_seconds": 49917.17551514506, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3118009311643264, "fast_rcnn/fg_cls_accuracy": 0.6587543447993847, "iteration": 47119, "loss_box_reg": 0.25275465846061707, "loss_cls": 0.2003221521154046, "loss_mask": 0.2474090987816453, "loss_rpn_cls": 0.0334023047471419, "loss_rpn_loc": 0.07794316997751594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921422102761059, "mask_rcnn/false_negative": 0.0968439270115877, "mask_rcnn/false_positive": 0.12192227456320326, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1739326766692102, "total_loss": 0.8173461356200278} {"data_time": 0.01414054399356246, "eta_seconds": 49896.85507363174, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3039796844354673, "fast_rcnn/fg_cls_accuracy": 0.6767829147809625, "iteration": 47139, "loss_box_reg": 0.23866048268973827, "loss_cls": 0.1749089090153575, "loss_mask": 0.2368756514042616, "loss_rpn_cls": 0.027126301894895732, "loss_rpn_loc": 0.06511396635323763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974978545981533, "mask_rcnn/false_negative": 0.09939318530961805, "mask_rcnn/false_positive": 0.09094937751524165, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.155009213835001, "total_loss": 0.7484397619846277} {"data_time": 0.013205542927607894, "eta_seconds": 49867.15959152207, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30740845070422534, "fast_rcnn/fg_cls_accuracy": 0.6494421364985163, "iteration": 47159, "loss_box_reg": 0.24311152379959822, "loss_cls": 0.19552554562687874, "loss_mask": 0.24829890206456184, "loss_rpn_cls": 0.02951816190034151, "loss_rpn_loc": 0.06700333207845688, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868763026807085, "mask_rcnn/false_negative": 0.09112998110718455, "mask_rcnn/false_positive": 0.12323656840841214, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1597881992347538, "total_loss": 0.8107035774737597} {"data_time": 0.012607077602297068, "eta_seconds": 49851.24231939204, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31172295286335205, "fast_rcnn/fg_cls_accuracy": 0.6606721698113207, "iteration": 47179, "loss_box_reg": 0.2278851643204689, "loss_cls": 0.1815658421255648, "loss_mask": 0.24180901050567627, "loss_rpn_cls": 0.026286863372661173, "loss_rpn_loc": 0.06469065696001053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904946609791458, "mask_rcnn/false_negative": 0.09039814831439832, "mask_rcnn/false_positive": 0.12922837907582768, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.177591481944546, "total_loss": 0.7442320090485737} {"data_time": 0.013571618590503931, "eta_seconds": 49835.988883301616, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3440241414484869, "fast_rcnn/fg_cls_accuracy": 0.6258662369057212, "iteration": 47199, "loss_box_reg": 0.26800535432994366, "loss_cls": 0.21348815970122814, "loss_mask": 0.25657673738896847, "loss_rpn_cls": 0.032213586557190865, "loss_rpn_loc": 0.07737563317641616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889546965805388, "mask_rcnn/false_negative": 0.09741625033160187, "mask_rcnn/false_positive": 0.1278014614607563, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 204.875, "rpn/num_pos_anchors": 51.125, "time": 1.1766323947813362, "total_loss": 0.8590243492508307} {"data_time": 0.013865582644939423, "eta_seconds": 49824.85004295129, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.30840549224141656, "fast_rcnn/fg_cls_accuracy": 0.6360741711931073, "iteration": 47219, "loss_box_reg": 0.2540580555796623, "loss_cls": 0.22132298350334167, "loss_mask": 0.24615699239075184, "loss_rpn_cls": 0.030391364940442145, "loss_rpn_loc": 0.06846205657348037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865990138667761, "mask_rcnn/false_negative": 0.08757395408988478, "mask_rcnn/false_positive": 0.13307515826454996, "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": 1.1704210634343326, "total_loss": 0.8319406288210303} {"data_time": 0.011731975013390183, "eta_seconds": 49815.92852718197, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3852431289640592, "fast_rcnn/fg_cls_accuracy": 0.5971602797871705, "iteration": 47239, "loss_box_reg": 0.23849740251898766, "loss_cls": 0.20178054086863995, "loss_mask": 0.24939086101949215, "loss_rpn_cls": 0.029734936077147722, "loss_rpn_loc": 0.06599449412897229, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774324171879808, "mask_rcnn/false_negative": 0.08895916410463983, "mask_rcnn/false_positive": 0.14023493643866497, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.176952773006633, "total_loss": 0.8145867816638201} {"data_time": 0.013114618370309472, "eta_seconds": 49786.1288746167, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3315700104493208, "fast_rcnn/fg_cls_accuracy": 0.636026936026936, "iteration": 47259, "loss_box_reg": 0.23408861178904772, "loss_cls": 0.1896866736933589, "loss_mask": 0.24063442833721638, "loss_rpn_cls": 0.037757098441943526, "loss_rpn_loc": 0.07743162102997303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878297324648498, "mask_rcnn/false_negative": 0.09075015609435882, "mask_rcnn/false_positive": 0.13025019926811884, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1580381889361888, "total_loss": 0.7835530351148918} {"data_time": 0.013081898912787437, "eta_seconds": 49765.99117252976, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.37595313265782965, "fast_rcnn/fg_cls_accuracy": 0.5977177263795497, "iteration": 47279, "loss_box_reg": 0.2366305198520422, "loss_cls": 0.19833062030375004, "loss_mask": 0.25886101089417934, "loss_rpn_cls": 0.035938429879024625, "loss_rpn_loc": 0.07809811481274664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849856831349356, "mask_rcnn/false_negative": 0.11360172499374216, "mask_rcnn/false_positive": 0.11939783603383018, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1739367723930627, "total_loss": 0.7923440414015204} {"data_time": 0.012327834032475948, "eta_seconds": 49746.02778556291, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3369628782100178, "fast_rcnn/fg_cls_accuracy": 0.6575418137179684, "iteration": 47299, "loss_box_reg": 0.24565181322395802, "loss_cls": 0.19419710524380207, "loss_mask": 0.24850067496299744, "loss_rpn_cls": 0.027533905493328348, "loss_rpn_loc": 0.07270436082035303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844966498305008, "mask_rcnn/false_negative": 0.10872880555907291, "mask_rcnn/false_positive": 0.1309743653623036, "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": 1.1776026969309896, "total_loss": 0.7785109425894916} {"data_time": 0.012904267059639096, "eta_seconds": 49725.311153819785, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3604130188484911, "fast_rcnn/fg_cls_accuracy": 0.6283351414241467, "iteration": 47319, "loss_box_reg": 0.23489153943955898, "loss_cls": 0.18395971972495317, "loss_mask": 0.23836240731179714, "loss_rpn_cls": 0.030326251406222582, "loss_rpn_loc": 0.07070531300269067, "lr": 0.0001, "mask_rcnn/accuracy": 0.890771463966707, "mask_rcnn/false_negative": 0.09485074458972001, "mask_rcnn/false_positive": 0.1295778801497043, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1722854466643184, "total_loss": 0.7436869065859355} {"data_time": 0.011579626239836216, "eta_seconds": 49692.94005126692, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3060062919115821, "fast_rcnn/fg_cls_accuracy": 0.6558273962662444, "iteration": 47339, "loss_box_reg": 0.21595090813934803, "loss_cls": 0.1797565445303917, "loss_mask": 0.2375087235122919, "loss_rpn_cls": 0.02721125155221671, "loss_rpn_loc": 0.061470993561670184, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083583164310807, "mask_rcnn/false_negative": 0.07699612742606543, "mask_rcnn/false_positive": 0.11466784367032896, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1575512147974223, "total_loss": 0.7087863215710968} {"data_time": 0.011869122041389346, "eta_seconds": 49672.514837589115, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32460088114074565, "fast_rcnn/fg_cls_accuracy": 0.6613007852509389, "iteration": 47359, "loss_box_reg": 0.22008653916418552, "loss_cls": 0.18994496995583177, "loss_mask": 0.23848413676023483, "loss_rpn_cls": 0.03238997596781701, "loss_rpn_loc": 0.06935750180855393, "lr": 0.0001, "mask_rcnn/accuracy": 0.9142086963522951, "mask_rcnn/false_negative": 0.08532366831836817, "mask_rcnn/false_positive": 0.08819125086235978, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1668712843675166, "total_loss": 0.7465466734720394} {"data_time": 0.012105117551982403, "eta_seconds": 49627.863998236135, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.30235940530058175, "fast_rcnn/fg_cls_accuracy": 0.6804483837330553, "iteration": 47379, "loss_box_reg": 0.2343863993883133, "loss_cls": 0.1984421256929636, "loss_mask": 0.2442615982145071, "loss_rpn_cls": 0.03225421765819192, "loss_rpn_loc": 0.07473090291023254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811242582139238, "mask_rcnn/false_negative": 0.10538218350655693, "mask_rcnn/false_positive": 0.1344785388580189, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.137324106413871, "total_loss": 0.7839694547583349} {"data_time": 0.013351576635614038, "eta_seconds": 49622.72468120791, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3031868542263164, "fast_rcnn/fg_cls_accuracy": 0.6644833255888766, "iteration": 47399, "loss_box_reg": 0.22286796942353249, "loss_cls": 0.1925284070894122, "loss_mask": 0.23845956102013588, "loss_rpn_cls": 0.027830566745251417, "loss_rpn_loc": 0.0621613182593137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982196089991329, "mask_rcnn/false_negative": 0.08530386685049168, "mask_rcnn/false_positive": 0.1270970625643415, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1665873271413147, "total_loss": 0.7701696027070284} {"data_time": 0.012832698877900839, "eta_seconds": 49591.914792633615, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30540019286403086, "fast_rcnn/fg_cls_accuracy": 0.6715100965759437, "iteration": 47419, "loss_box_reg": 0.23327581956982613, "loss_cls": 0.19710382353514433, "loss_mask": 0.2447737716138363, "loss_rpn_cls": 0.026370577747002244, "loss_rpn_loc": 0.0685820197686553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912709698464116, "mask_rcnn/false_negative": 0.09280361175399685, "mask_rcnn/false_positive": 0.12271974947893696, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1683819049503654, "total_loss": 0.7720522456802428} {"data_time": 0.013181074755266309, "eta_seconds": 49582.92605511844, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.39350332407641164, "fast_rcnn/fg_cls_accuracy": 0.5937985115514566, "iteration": 47439, "loss_box_reg": 0.22708569839596748, "loss_cls": 0.18826827313750982, "loss_mask": 0.24070589989423752, "loss_rpn_cls": 0.027203660923987627, "loss_rpn_loc": 0.07486841350328177, "lr": 0.0001, "mask_rcnn/accuracy": 0.87718014491115, "mask_rcnn/false_negative": 0.10104502347304774, "mask_rcnn/false_positive": 0.1436473715501868, "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": 1.171043303096667, "total_loss": 0.7624526806175709} {"data_time": 0.012562759453430772, "eta_seconds": 49570.90467900038, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3119488188976378, "fast_rcnn/fg_cls_accuracy": 0.6396843119225886, "iteration": 47459, "loss_box_reg": 0.2300849361345172, "loss_cls": 0.19071888737380505, "loss_mask": 0.23691603355109692, "loss_rpn_cls": 0.027069823176134378, "loss_rpn_loc": 0.06585678551346064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972844940141411, "mask_rcnn/false_negative": 0.09101982128273707, "mask_rcnn/false_positive": 0.11919710650978232, "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": 1.165681301150471, "total_loss": 0.7587948399595916} {"data_time": 0.01404696679674089, "eta_seconds": 49544.6391601488, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33625491582616895, "fast_rcnn/fg_cls_accuracy": 0.6346558066211245, "iteration": 47479, "loss_box_reg": 0.23547949641942978, "loss_cls": 0.19920627772808075, "loss_mask": 0.2597685884684324, "loss_rpn_cls": 0.036313097923994064, "loss_rpn_loc": 0.06758623057976365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882275911888906, "mask_rcnn/false_negative": 0.09678839696413966, "mask_rcnn/false_positive": 0.12486955492221449, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1443654319737107, "total_loss": 0.8019270867807791} {"data_time": 0.013375491602346301, "eta_seconds": 49527.583915623836, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.30197668749722995, "fast_rcnn/fg_cls_accuracy": 0.6724500809498111, "iteration": 47499, "loss_box_reg": 0.24966958072036505, "loss_cls": 0.19668819941580296, "loss_mask": 0.24254528805613518, "loss_rpn_cls": 0.030705874087288976, "loss_rpn_loc": 0.06226281821727753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888621423168748, "mask_rcnn/false_negative": 0.09742791989351443, "mask_rcnn/false_positive": 0.13344141970166123, "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": 1.1630962372291833, "total_loss": 0.8124102451838553} {"data_time": 0.011774410493671894, "eta_seconds": 49511.626664958894, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29596077127659576, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 47519, "loss_box_reg": 0.23574725165963173, "loss_cls": 0.19546903483569622, "loss_mask": 0.24304470978677273, "loss_rpn_cls": 0.030946087965276092, "loss_rpn_loc": 0.08924204995855689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946794968357463, "mask_rcnn/false_negative": 0.09192797037222208, "mask_rcnn/false_positive": 0.11954153860265856, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1736031849868596, "total_loss": 0.8187389080412686} {"data_time": 0.011674830224364996, "eta_seconds": 49463.28454452567, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31143841420728785, "fast_rcnn/fg_cls_accuracy": 0.6366576463599762, "iteration": 47539, "loss_box_reg": 0.22850976884365082, "loss_cls": 0.1842261990532279, "loss_mask": 0.2567972466349602, "loss_rpn_cls": 0.03096829541027546, "loss_rpn_loc": 0.06948018725961447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877301471609051, "mask_rcnn/false_negative": 0.10550882928220957, "mask_rcnn/false_positive": 0.13054070674282756, "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": 1.1571073792874813, "total_loss": 0.7787873654160649} {"data_time": 0.012906183954328299, "eta_seconds": 49445.52354202606, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.32269548633184997, "fast_rcnn/fg_cls_accuracy": 0.6460055096418733, "iteration": 47559, "loss_box_reg": 0.24810500536113977, "loss_cls": 0.20776452496647835, "loss_mask": 0.2451449315994978, "loss_rpn_cls": 0.02861256233882159, "loss_rpn_loc": 0.07566326251253486, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903379548803373, "mask_rcnn/false_negative": 0.09963516547224772, "mask_rcnn/false_positive": 0.12341908688140231, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1676621751394123, "total_loss": 0.8098132307059132} {"data_time": 0.012773419497534633, "eta_seconds": 49428.11837190762, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.25528686185245514, "fast_rcnn/fg_cls_accuracy": 0.6973176345609066, "iteration": 47579, "loss_box_reg": 0.22254420444369316, "loss_cls": 0.19671315420418978, "loss_mask": 0.23741361126303673, "loss_rpn_cls": 0.02776445634663105, "loss_rpn_loc": 0.06052919221110642, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006048733596003, "mask_rcnn/false_negative": 0.09573576159730497, "mask_rcnn/false_positive": 0.11513851019421083, "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": 1.1685458249412477, "total_loss": 0.7521548621007241} {"data_time": 0.01274616434238851, "eta_seconds": 49398.92078656703, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.26284075409652286, "fast_rcnn/fg_cls_accuracy": 0.7114513644619169, "iteration": 47599, "loss_box_reg": 0.22090427577495575, "loss_cls": 0.19638493843376637, "loss_mask": 0.23644875176250935, "loss_rpn_cls": 0.02547148708254099, "loss_rpn_loc": 0.06808462331537157, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077525586410815, "mask_rcnn/false_negative": 0.08112069654323022, "mask_rcnn/false_positive": 0.10377501624982062, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1711921049281955, "total_loss": 0.733967628213577} {"data_time": 0.013486729236319661, "eta_seconds": 49398.33863644395, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2940283400809717, "fast_rcnn/fg_cls_accuracy": 0.6318971061093248, "iteration": 47619, "loss_box_reg": 0.24422321282327175, "loss_cls": 0.20235909055918455, "loss_mask": 0.23916082829236984, "loss_rpn_cls": 0.02433617482893169, "loss_rpn_loc": 0.06248985440470278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951775876792727, "mask_rcnn/false_negative": 0.09999110455013324, "mask_rcnn/false_positive": 0.10237648180321343, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1768652657046914, "total_loss": 0.7782089288812131} {"data_time": 0.012409939430654049, "eta_seconds": 49375.02653704025, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35343095033017513, "fast_rcnn/fg_cls_accuracy": 0.6375199123855038, "iteration": 47639, "loss_box_reg": 0.25379045493900776, "loss_cls": 0.2018533805385232, "loss_mask": 0.24831195175647736, "loss_rpn_cls": 0.0341740264557302, "loss_rpn_loc": 0.07541228062473238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832669938953968, "mask_rcnn/false_negative": 0.08649110603005308, "mask_rcnn/false_positive": 0.1292414448827751, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1614500384312123, "total_loss": 0.8069589214283042} {"data_time": 0.01321079465560615, "eta_seconds": 49363.04101114161, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.26909412111100206, "fast_rcnn/fg_cls_accuracy": 0.6992048935827152, "iteration": 47659, "loss_box_reg": 0.23537286557257175, "loss_cls": 0.1821813676506281, "loss_mask": 0.2413479294627905, "loss_rpn_cls": 0.028330620494671166, "loss_rpn_loc": 0.06940024346113205, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952879440378989, "mask_rcnn/false_negative": 0.09072295297925875, "mask_rcnn/false_positive": 0.12751298810137898, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1732034855522215, "total_loss": 0.7567977937869728} {"data_time": 0.011675544315949082, "eta_seconds": 49355.12541949749, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35433083176985614, "fast_rcnn/fg_cls_accuracy": 0.6289198606271778, "iteration": 47679, "loss_box_reg": 0.22632811963558197, "loss_cls": 0.18874537851661444, "loss_mask": 0.2462922167032957, "loss_rpn_cls": 0.03731283132219687, "loss_rpn_loc": 0.07042738841846585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826708206846131, "mask_rcnn/false_negative": 0.10258260753258353, "mask_rcnn/false_positive": 0.13116980250371607, "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": 1.1859550497028977, "total_loss": 0.7735719536431134} {"data_time": 0.013251865049824119, "eta_seconds": 49334.4463275047, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2886280646844027, "fast_rcnn/fg_cls_accuracy": 0.6809531106343856, "iteration": 47699, "loss_box_reg": 0.2438167780637741, "loss_cls": 0.2097593955695629, "loss_mask": 0.2449039425700903, "loss_rpn_cls": 0.0285064218332991, "loss_rpn_loc": 0.07110980013385415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972862135547959, "mask_rcnn/false_negative": 0.08812941596372573, "mask_rcnn/false_positive": 0.11768262044344419, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1676436178386211, "total_loss": 0.7934189127408899} {"data_time": 0.012004236225038767, "eta_seconds": 49324.712718585506, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3098240469208211, "fast_rcnn/fg_cls_accuracy": 0.6495139876718824, "iteration": 47719, "loss_box_reg": 0.23993504233658314, "loss_cls": 0.1857169233262539, "loss_mask": 0.2439226359128952, "loss_rpn_cls": 0.029163072002120316, "loss_rpn_loc": 0.07568123517557979, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904841036537465, "mask_rcnn/false_negative": 0.09349755992417906, "mask_rcnn/false_positive": 0.120817425815016, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1751197269186378, "total_loss": 0.7749166402500123} {"data_time": 0.01332478504627943, "eta_seconds": 49288.05660910439, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3396900695762176, "fast_rcnn/fg_cls_accuracy": 0.6303211076741788, "iteration": 47739, "loss_box_reg": 0.24276421032845974, "loss_cls": 0.18801632709801197, "loss_mask": 0.2534959986805916, "loss_rpn_cls": 0.03454965120181441, "loss_rpn_loc": 0.08688075724057853, "lr": 0.0001, "mask_rcnn/accuracy": 0.89266769259378, "mask_rcnn/false_negative": 0.10011460421988791, "mask_rcnn/false_positive": 0.10601533147857517, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1576790229883045, "total_loss": 0.7997249740292318} {"data_time": 0.013028347864747047, "eta_seconds": 49264.730505645275, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2753136790383434, "fast_rcnn/fg_cls_accuracy": 0.6978810213214004, "iteration": 47759, "loss_box_reg": 0.22144481912255287, "loss_cls": 0.17791188322007656, "loss_mask": 0.22693285904824734, "loss_rpn_cls": 0.028335058712400496, "loss_rpn_loc": 0.06116239703260362, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077935264733793, "mask_rcnn/false_negative": 0.07859852241623821, "mask_rcnn/false_positive": 0.10485218555230877, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 1.1572951753623784, "total_loss": 0.7243921052431688} {"data_time": 0.013389738509431481, "eta_seconds": 49265.71994546335, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3198757763975155, "fast_rcnn/fg_cls_accuracy": 0.6435142465676817, "iteration": 47779, "loss_box_reg": 0.22949152253568172, "loss_cls": 0.18646538443863392, "loss_mask": 0.24099468998610973, "loss_rpn_cls": 0.025763502228073776, "loss_rpn_loc": 0.06201317464001477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946796466318447, "mask_rcnn/false_negative": 0.09263987148535494, "mask_rcnn/false_positive": 0.12068069042939186, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1678917310200632, "total_loss": 0.7462835318874568} {"data_time": 0.011166398879140615, "eta_seconds": 49231.38308241032, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3232247701340423, "fast_rcnn/fg_cls_accuracy": 0.6311489508083935, "iteration": 47799, "loss_box_reg": 0.243877487257123, "loss_cls": 0.2080293851904571, "loss_mask": 0.24680366553366184, "loss_rpn_cls": 0.03110881068278104, "loss_rpn_loc": 0.06904155947268009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970057566972272, "mask_rcnn/false_negative": 0.0906080198615795, "mask_rcnn/false_positive": 0.1275202383487422, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.164520901395008, "total_loss": 0.7947543786140159} {"data_time": 0.01328765950165689, "eta_seconds": 49207.636883924715, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2932623949060337, "fast_rcnn/fg_cls_accuracy": 0.6894384979511092, "iteration": 47819, "loss_box_reg": 0.23255480453372002, "loss_cls": 0.18706899834796786, "loss_mask": 0.24515419267117977, "loss_rpn_cls": 0.029763538972474635, "loss_rpn_loc": 0.07298703794367611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835984525370794, "mask_rcnn/false_negative": 0.09089499500485726, "mask_rcnn/false_positive": 0.1326773887967208, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.168076909147203, "total_loss": 0.7471395679749548} {"data_time": 0.012835466070100665, "eta_seconds": 49172.4863919802, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.29873279873279873, "fast_rcnn/fg_cls_accuracy": 0.6416832425734503, "iteration": 47839, "loss_box_reg": 0.2313311342149973, "loss_cls": 0.1928571444004774, "loss_mask": 0.24169989489018917, "loss_rpn_cls": 0.028492228244431317, "loss_rpn_loc": 0.07057645998429507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974664919328437, "mask_rcnn/false_negative": 0.07866813215362109, "mask_rcnn/false_positive": 0.1253187739483483, "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": 1.1627316570375115, "total_loss": 0.7838896291796118} {"data_time": 0.01234734756872058, "eta_seconds": 49153.6949769035, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27760891590678827, "fast_rcnn/fg_cls_accuracy": 0.7104761904761905, "iteration": 47859, "loss_box_reg": 0.23125539999455214, "loss_cls": 0.18153984192758799, "loss_mask": 0.23603128269314766, "loss_rpn_cls": 0.03049171349266544, "loss_rpn_loc": 0.06453247251920402, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039674418618022, "mask_rcnn/false_negative": 0.08510464327740708, "mask_rcnn/false_positive": 0.1079354473455644, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.171343946363777, "total_loss": 0.7569270964595489} {"data_time": 0.012260634684935212, "eta_seconds": 49137.64024539851, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.33419110002079433, "fast_rcnn/fg_cls_accuracy": 0.6164837471512534, "iteration": 47879, "loss_box_reg": 0.24187639076262712, "loss_cls": 0.19683428946882486, "loss_mask": 0.2460031695663929, "loss_rpn_cls": 0.029993835487402976, "loss_rpn_loc": 0.07767100865021348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872739840663084, "mask_rcnn/false_negative": 0.09831162551782027, "mask_rcnn/false_positive": 0.13693916010362722, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1751994313672185, "total_loss": 0.7993520037271082} {"data_time": 0.012176852906122804, "eta_seconds": 49114.30803255644, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27317962884261227, "fast_rcnn/fg_cls_accuracy": 0.6664992345962495, "iteration": 47899, "loss_box_reg": 0.24615859426558018, "loss_cls": 0.19210002850741148, "loss_mask": 0.24385225027799606, "loss_rpn_cls": 0.028151978855021298, "loss_rpn_loc": 0.07296817097812891, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953268899314069, "mask_rcnn/false_negative": 0.09279997529117331, "mask_rcnn/false_positive": 0.1252448425698906, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1521224558819085, "total_loss": 0.8100771572790109} {"data_time": 0.011716666631400585, "eta_seconds": 49079.17996618897, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29995078740157477, "fast_rcnn/fg_cls_accuracy": 0.6554574275362319, "iteration": 47919, "loss_box_reg": 0.23286531306803226, "loss_cls": 0.21296988986432552, "loss_mask": 0.24847940728068352, "loss_rpn_cls": 0.028252153017092496, "loss_rpn_loc": 0.06678726337850094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921875114869435, "mask_rcnn/false_negative": 0.09380608336798142, "mask_rcnn/false_positive": 0.12073608246322368, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1443048266228288, "total_loss": 0.8076028047362342} {"data_time": 0.014434236101806164, "eta_seconds": 49044.386786115356, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23271688979653582, "fast_rcnn/fg_cls_accuracy": 0.7372425771234803, "iteration": 47939, "loss_box_reg": 0.23810414038598537, "loss_cls": 0.1867092540487647, "loss_mask": 0.2403485756367445, "loss_rpn_cls": 0.026628744381014258, "loss_rpn_loc": 0.06245697382837534, "lr": 0.0001, "mask_rcnn/accuracy": 0.9091602865797469, "mask_rcnn/false_negative": 0.08046833822183888, "mask_rcnn/false_positive": 0.0958458714342843, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1541911498643458, "total_loss": 0.7533854601206258} {"data_time": 0.012732114410027862, "eta_seconds": 49016.35401343927, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2978354572713643, "fast_rcnn/fg_cls_accuracy": 0.650288745950514, "iteration": 47959, "loss_box_reg": 0.22073011845350266, "loss_cls": 0.1796583877876401, "loss_mask": 0.242718867957592, "loss_rpn_cls": 0.024819363374263048, "loss_rpn_loc": 0.06562107102945447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957052688225049, "mask_rcnn/false_negative": 0.09623505755259792, "mask_rcnn/false_positive": 0.11768810691957413, "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": 1.1288560424000025, "total_loss": 0.7194905188807752} {"data_time": 0.012552991509437561, "eta_seconds": 48991.23576053884, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.33518339768339767, "fast_rcnn/fg_cls_accuracy": 0.6058025204265338, "iteration": 47979, "loss_box_reg": 0.23862528894096613, "loss_cls": 0.18581014219671488, "loss_mask": 0.2563896123319864, "loss_rpn_cls": 0.03234651929233223, "loss_rpn_loc": 0.06690006470307708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972754402921679, "mask_rcnn/false_negative": 0.09081780841184692, "mask_rcnn/false_positive": 0.11591962731267638, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1443879674188793, "total_loss": 0.7976800323231146} {"data_time": 0.012683509150519967, "eta_seconds": 48970.86024004966, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.34100491681821243, "fast_rcnn/fg_cls_accuracy": 0.6295669155089731, "iteration": 47999, "loss_box_reg": 0.2327467193827033, "loss_cls": 0.1974221058189869, "loss_mask": 0.24647431448101997, "loss_rpn_cls": 0.03153281728737056, "loss_rpn_loc": 0.0699504273943603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985321076180256, "mask_rcnn/false_negative": 0.09198056512165273, "mask_rcnn/false_positive": 0.11290579792638211, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.168024932499975, "total_loss": 0.7946686631767079} {"data_time": 0.012163893086835742, "eta_seconds": 48961.06118250638, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3387761432116271, "fast_rcnn/fg_cls_accuracy": 0.6294658648744251, "iteration": 48019, "loss_box_reg": 0.21151807624846697, "loss_cls": 0.1811461839824915, "loss_mask": 0.23294897750020027, "loss_rpn_cls": 0.024567303305957466, "loss_rpn_loc": 0.07163527875673026, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023070518801655, "mask_rcnn/false_negative": 0.08811099037399234, "mask_rcnn/false_positive": 0.11263532400928944, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.160895169712603, "total_loss": 0.717764516826719} {"data_time": 0.012089544674381614, "eta_seconds": 48939.22032750212, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31035204155244556, "fast_rcnn/fg_cls_accuracy": 0.6598612620390907, "iteration": 48039, "loss_box_reg": 0.24276551976799965, "loss_cls": 0.19721185695379972, "loss_mask": 0.2594338171184063, "loss_rpn_cls": 0.02824769407743588, "loss_rpn_loc": 0.0732695609331131, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976542230720577, "mask_rcnn/false_negative": 0.09442967457546625, "mask_rcnn/false_positive": 0.10479557534783522, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1681303568184376, "total_loss": 0.8116972121060826} {"data_time": 0.012495652073994279, "eta_seconds": 48914.40938528627, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.2869234207604574, "fast_rcnn/fg_cls_accuracy": 0.681370578778135, "iteration": 48059, "loss_box_reg": 0.21823108568787575, "loss_cls": 0.18718116730451584, "loss_mask": 0.2452930063009262, "loss_rpn_cls": 0.030386648839339614, "loss_rpn_loc": 0.06624168693087995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993400207637781, "mask_rcnn/false_negative": 0.08624451108663957, "mask_rcnn/false_positive": 0.12346842814605616, "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": 1.1529141736682504, "total_loss": 0.7658748002431821} {"data_time": 0.012880062684416771, "eta_seconds": 48877.582411020994, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2975868404681645, "fast_rcnn/fg_cls_accuracy": 0.6474902919603049, "iteration": 48079, "loss_box_reg": 0.2587692067027092, "loss_cls": 0.2116105742752552, "loss_mask": 0.25889904983341694, "loss_rpn_cls": 0.031793333939276636, "loss_rpn_loc": 0.07249939441680908, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904067048401595, "mask_rcnn/false_negative": 0.09555255306720445, "mask_rcnn/false_positive": 0.11713017413106058, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1639517084695399, "total_loss": 0.8402045055991039} {"data_time": 0.011623029131442308, "eta_seconds": 48834.299817471765, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34108545622237063, "fast_rcnn/fg_cls_accuracy": 0.6473542600896861, "iteration": 48099, "loss_box_reg": 0.20829567406326532, "loss_cls": 0.17106869630515575, "loss_mask": 0.23841697350144386, "loss_rpn_cls": 0.027262981981039047, "loss_rpn_loc": 0.06621763273142278, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038280071880969, "mask_rcnn/false_negative": 0.08997278615843952, "mask_rcnn/false_positive": 0.10844089044642624, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1452501486055553, "total_loss": 0.7147353735053912} {"data_time": 0.010658709332346916, "eta_seconds": 48770.78948297538, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2862174326697892, "fast_rcnn/fg_cls_accuracy": 0.666256157635468, "iteration": 48119, "loss_box_reg": 0.22008130885660648, "loss_cls": 0.17462333012372255, "loss_mask": 0.25245585665106773, "loss_rpn_cls": 0.029897615546360612, "loss_rpn_loc": 0.07209337269887328, "lr": 0.0001, "mask_rcnn/accuracy": 0.892568159672028, "mask_rcnn/false_negative": 0.09476944840668841, "mask_rcnn/false_positive": 0.1181168003553821, "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": 1.1452864152379334, "total_loss": 0.7565549778519198} {"data_time": 0.011981873074546456, "eta_seconds": 48759.97436532751, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34110663082437276, "fast_rcnn/fg_cls_accuracy": 0.6381010737628385, "iteration": 48139, "loss_box_reg": 0.24501481465995312, "loss_cls": 0.19889659993350506, "loss_mask": 0.2525550704449415, "loss_rpn_cls": 0.03216685075312853, "loss_rpn_loc": 0.07333454256877303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857274831182664, "mask_rcnn/false_negative": 0.09620524805452935, "mask_rcnn/false_positive": 0.13036043491370075, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1739416639320552, "total_loss": 0.8123385172802955} {"data_time": 0.01238029426895082, "eta_seconds": 48744.64294090867, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.30077658303464755, "fast_rcnn/fg_cls_accuracy": 0.6553005344461527, "iteration": 48159, "loss_box_reg": 0.2228085035458207, "loss_cls": 0.19110014382749796, "loss_mask": 0.2350250743329525, "loss_rpn_cls": 0.02706934930756688, "loss_rpn_loc": 0.06289920513518155, "lr": 0.0001, "mask_rcnn/accuracy": 0.896414589666405, "mask_rcnn/false_negative": 0.07868334009819265, "mask_rcnn/false_positive": 0.10711850379702953, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.164963449118659, "total_loss": 0.7598887305357493} {"data_time": 0.012696484103798866, "eta_seconds": 48723.256566622294, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.33000686827198356, "fast_rcnn/fg_cls_accuracy": 0.6368258859784284, "iteration": 48179, "loss_box_reg": 0.2217316459864378, "loss_cls": 0.19963349681347609, "loss_mask": 0.24344152584671974, "loss_rpn_cls": 0.029312987811863422, "loss_rpn_loc": 0.06347080087289214, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915555919521049, "mask_rcnn/false_negative": 0.0821157333426112, "mask_rcnn/false_positive": 0.13066987402560878, "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": 1.1707202130928636, "total_loss": 0.784824415051844} {"data_time": 0.011441821465268731, "eta_seconds": 48673.22294889018, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29243678603516876, "fast_rcnn/fg_cls_accuracy": 0.6924940715537684, "iteration": 48199, "loss_box_reg": 0.2450782973319292, "loss_cls": 0.20068034902215004, "loss_mask": 0.24477682635188103, "loss_rpn_cls": 0.025149956112727523, "loss_rpn_loc": 0.07155602611601353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967409461129114, "mask_rcnn/false_negative": 0.08975216073063863, "mask_rcnn/false_positive": 0.11993226801856538, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.146719641983509, "total_loss": 0.7847344040637836} {"data_time": 0.011987663339823484, "eta_seconds": 48637.9689092841, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.328562138344747, "fast_rcnn/fg_cls_accuracy": 0.6581727451292669, "iteration": 48219, "loss_box_reg": 0.23455494735389948, "loss_cls": 0.20078497286885977, "loss_mask": 0.24272346682846546, "loss_rpn_cls": 0.02973254374228418, "loss_rpn_loc": 0.06926323566585779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952232302695514, "mask_rcnn/false_negative": 0.10341426404642516, "mask_rcnn/false_positive": 0.11546329719221793, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.152607758063823, "total_loss": 0.7788048521615565} {"data_time": 0.011271337745711207, "eta_seconds": 48603.995722308755, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3142915642915643, "fast_rcnn/fg_cls_accuracy": 0.6530408249158249, "iteration": 48239, "loss_box_reg": 0.23544317670166492, "loss_cls": 0.1877447897568345, "loss_mask": 0.23954340815544128, "loss_rpn_cls": 0.033725172048434615, "loss_rpn_loc": 0.07525860099121928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959838524570667, "mask_rcnn/false_negative": 0.09199370469707334, "mask_rcnn/false_positive": 0.11862431257114134, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1720417488832027, "total_loss": 0.7693456050474197} {"data_time": 0.011826350819319487, "eta_seconds": 48573.60864235088, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.273910850513839, "fast_rcnn/fg_cls_accuracy": 0.6499037350789372, "iteration": 48259, "loss_box_reg": 0.250257951207459, "loss_cls": 0.20561159402132034, "loss_mask": 0.23968318291008472, "loss_rpn_cls": 0.02627795177977532, "loss_rpn_loc": 0.07922097016125917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910461606861908, "mask_rcnn/false_negative": 0.0973926421737214, "mask_rcnn/false_positive": 0.1192973158791934, "roi_head/num_bg_samples": 428.875, "roi_head/num_fg_samples": 83.125, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.139749760972336, "total_loss": 0.7740356628200971} {"data_time": 0.01128035900183022, "eta_seconds": 48550.33427309245, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29501298994691066, "fast_rcnn/fg_cls_accuracy": 0.6607420357420357, "iteration": 48279, "loss_box_reg": 0.22951604425907135, "loss_cls": 0.17946378514170647, "loss_mask": 0.2492920309305191, "loss_rpn_cls": 0.025859495741315186, "loss_rpn_loc": 0.06558445852715522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979474146614312, "mask_rcnn/false_negative": 0.08894259125862028, "mask_rcnn/false_positive": 0.11908828537630145, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1740125240758061, "total_loss": 0.7583716625813395} {"data_time": 0.012969695497304201, "eta_seconds": 48514.15859260596, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.306124002164795, "fast_rcnn/fg_cls_accuracy": 0.6551016256403618, "iteration": 48299, "loss_box_reg": 0.2358592301607132, "loss_cls": 0.19899394270032644, "loss_mask": 0.23543822206556797, "loss_rpn_cls": 0.027525424025952816, "loss_rpn_loc": 0.07067257072776556, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034805228093847, "mask_rcnn/false_negative": 0.08271299507402066, "mask_rcnn/false_positive": 0.11423336401539935, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1619959501549602, "total_loss": 0.7747148125199601} {"data_time": 0.012314340565353632, "eta_seconds": 48486.21285075322, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.31277080531899, "fast_rcnn/fg_cls_accuracy": 0.6465706507420743, "iteration": 48319, "loss_box_reg": 0.2325291484594345, "loss_cls": 0.1807452542707324, "loss_mask": 0.23823247849941254, "loss_rpn_cls": 0.022772104217438027, "loss_rpn_loc": 0.06165074044838548, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014281796406861, "mask_rcnn/false_negative": 0.0911496186248858, "mask_rcnn/false_positive": 0.11439556232456838, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.172157210065052, "total_loss": 0.7513712604995817} {"data_time": 0.011808180017396808, "eta_seconds": 48455.37466846872, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3111710092842168, "fast_rcnn/fg_cls_accuracy": 0.6392156862745098, "iteration": 48339, "loss_box_reg": 0.23373495414853096, "loss_cls": 0.18710006214678288, "loss_mask": 0.24887504428625107, "loss_rpn_cls": 0.02522603354009334, "loss_rpn_loc": 0.05870482535101473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943268945102439, "mask_rcnn/false_negative": 0.0899290798428416, "mask_rcnn/false_positive": 0.1241897425571212, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.1560367348138243, "total_loss": 0.757315874681808} {"data_time": 0.01251189736649394, "eta_seconds": 48436.23882997781, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.310546875, "fast_rcnn/fg_cls_accuracy": 0.679032874617737, "iteration": 48359, "loss_box_reg": 0.23323026672005653, "loss_cls": 0.19559982512146235, "loss_mask": 0.257167749106884, "loss_rpn_cls": 0.027682861895300448, "loss_rpn_loc": 0.07144726440310478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849398054627529, "mask_rcnn/false_negative": 0.09734806100321058, "mask_rcnn/false_positive": 0.12816083770311565, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1670584997627884, "total_loss": 0.7849044916220009} {"data_time": 0.011859352933242917, "eta_seconds": 48421.08586628921, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.29318299302145256, "fast_rcnn/fg_cls_accuracy": 0.6808874096279316, "iteration": 48379, "loss_box_reg": 0.2368811760097742, "loss_cls": 0.19522571004927158, "loss_mask": 0.24793568067252636, "loss_rpn_cls": 0.031156097044004127, "loss_rpn_loc": 0.06807119539007545, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988540285573853, "mask_rcnn/false_negative": 0.08969583699641119, "mask_rcnn/false_positive": 0.11632151488639023, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1649395243730396, "total_loss": 0.7926119823241606} {"data_time": 0.013191836420446634, "eta_seconds": 48402.395356446505, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3362200984366427, "fast_rcnn/fg_cls_accuracy": 0.6461629410363716, "iteration": 48399, "loss_box_reg": 0.2409010287374258, "loss_cls": 0.19991567078977823, "loss_mask": 0.2537763360887766, "loss_rpn_cls": 0.03329054662026465, "loss_rpn_loc": 0.07670821296051145, "lr": 0.0001, "mask_rcnn/accuracy": 0.884379274797801, "mask_rcnn/false_negative": 0.09654130140319084, "mask_rcnn/false_positive": 0.12669258511569542, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 206.125, "rpn/num_pos_anchors": 49.875, "time": 1.1680829210672528, "total_loss": 0.823924402706325} {"data_time": 0.01127477060072124, "eta_seconds": 48362.3254612321, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.34987937877288744, "fast_rcnn/fg_cls_accuracy": 0.621888583784505, "iteration": 48419, "loss_box_reg": 0.2315346784889698, "loss_cls": 0.18640528805553913, "loss_mask": 0.2392119076102972, "loss_rpn_cls": 0.03473868063883856, "loss_rpn_loc": 0.061358319129794836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850142667089572, "mask_rcnn/false_negative": 0.09841431797344943, "mask_rcnn/false_positive": 0.13282145208281126, "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": 1.150002035079524, "total_loss": 0.7810680409893394} {"data_time": 0.01315065985545516, "eta_seconds": 48325.80507979728, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.33456580732700136, "fast_rcnn/fg_cls_accuracy": 0.6428461142563047, "iteration": 48439, "loss_box_reg": 0.24169347807765007, "loss_cls": 0.19629137217998505, "loss_mask": 0.2434218619018793, "loss_rpn_cls": 0.028409672086127102, "loss_rpn_loc": 0.06504310201853514, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019980675941621, "mask_rcnn/false_negative": 0.08921771408209436, "mask_rcnn/false_positive": 0.111331136582496, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1370603104587644, "total_loss": 0.7641647963318974} {"data_time": 0.013176955981180072, "eta_seconds": 48296.76531474572, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32797220792588777, "fast_rcnn/fg_cls_accuracy": 0.6341671273263313, "iteration": 48459, "loss_box_reg": 0.2369338534772396, "loss_cls": 0.19823546521365643, "loss_mask": 0.24707252718508244, "loss_rpn_cls": 0.026961929397657514, "loss_rpn_loc": 0.07287525781430304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910324555872903, "mask_rcnn/false_negative": 0.09120821576301921, "mask_rcnn/false_positive": 0.11268793196061073, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.1566027530934662, "total_loss": 0.7886367023456842} {"data_time": 0.011069457745179534, "eta_seconds": 48279.2932366021, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27992052917102883, "fast_rcnn/fg_cls_accuracy": 0.6842196510694212, "iteration": 48479, "loss_box_reg": 0.220732475630939, "loss_cls": 0.17765577416867018, "loss_mask": 0.24848023615777493, "loss_rpn_cls": 0.027843301242683083, "loss_rpn_loc": 0.06833476241445169, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997285228552294, "mask_rcnn/false_negative": 0.11344520199739408, "mask_rcnn/false_positive": 0.12459558815506488, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1603590257000178, "total_loss": 0.7381582700763829} {"data_time": 0.012425525579601526, "eta_seconds": 48244.51980332378, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.299912510936133, "fast_rcnn/fg_cls_accuracy": 0.6718747868785377, "iteration": 48499, "loss_box_reg": 0.22649754583835602, "loss_cls": 0.186601591296494, "loss_mask": 0.2504652477800846, "loss_rpn_cls": 0.029283934156410396, "loss_rpn_loc": 0.07554351282306015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948170451996983, "mask_rcnn/false_negative": 0.09720012850459836, "mask_rcnn/false_positive": 0.11424938069048854, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.153284033993259, "total_loss": 0.7420784877613187} {"data_time": 0.012041555484756827, "eta_seconds": 48191.635315222666, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.34844134536505333, "fast_rcnn/fg_cls_accuracy": 0.6173548445902834, "iteration": 48519, "loss_box_reg": 0.22797999484464526, "loss_cls": 0.1975991241633892, "loss_mask": 0.24944845028221607, "loss_rpn_cls": 0.03452739701606333, "loss_rpn_loc": 0.0804826223757118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904890644145858, "mask_rcnn/false_negative": 0.09822198944140714, "mask_rcnn/false_positive": 0.1222325566897948, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1586348556447774, "total_loss": 0.7973277167184278} {"data_time": 0.012116443132981658, "eta_seconds": 48168.399232621305, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32204324443550636, "fast_rcnn/fg_cls_accuracy": 0.6671283471837488, "iteration": 48539, "loss_box_reg": 0.24149992689490318, "loss_cls": 0.1998219434171915, "loss_mask": 0.2446181084960699, "loss_rpn_cls": 0.03276118461508304, "loss_rpn_loc": 0.08075300534255803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823033617240934, "mask_rcnn/false_negative": 0.10243951394748824, "mask_rcnn/false_positive": 0.12621130647018436, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1604582145810127, "total_loss": 0.8048027067852672} {"data_time": 0.011780750239267945, "eta_seconds": 48138.265850916505, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32441550122771434, "fast_rcnn/fg_cls_accuracy": 0.5979953642798972, "iteration": 48559, "loss_box_reg": 0.21867982856929302, "loss_cls": 0.1828265618532896, "loss_mask": 0.2362424898892641, "loss_rpn_cls": 0.02645640366245061, "loss_rpn_loc": 0.06264478527009487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890310860717154, "mask_rcnn/false_negative": 0.09430271083456743, "mask_rcnn/false_positive": 0.1289392781565904, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.165799470152706, "total_loss": 0.7248350800946355} {"data_time": 0.011345236096531153, "eta_seconds": 48083.04960256908, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2945030520169851, "fast_rcnn/fg_cls_accuracy": 0.6656017039403621, "iteration": 48579, "loss_box_reg": 0.23188592121005058, "loss_cls": 0.18113966193050146, "loss_mask": 0.23922597244381905, "loss_rpn_cls": 0.029303241637535393, "loss_rpn_loc": 0.06411245837807655, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878860998983634, "mask_rcnn/false_negative": 0.09532671050460173, "mask_rcnn/false_positive": 0.12632880089969656, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1515228042844683, "total_loss": 0.7411826961906627} {"data_time": 0.011664186604321003, "eta_seconds": 48039.0255252365, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33521021021021025, "fast_rcnn/fg_cls_accuracy": 0.6488807674737322, "iteration": 48599, "loss_box_reg": 0.24831494875252247, "loss_cls": 0.1990457708016038, "loss_mask": 0.25503611750900745, "loss_rpn_cls": 0.0317596634849906, "loss_rpn_loc": 0.07782034785486758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766240364731723, "mask_rcnn/false_negative": 0.1008740150688969, "mask_rcnn/false_positive": 0.13901728200100272, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1519099213182926, "total_loss": 0.8190421892795712} {"data_time": 0.012113504344597459, "eta_seconds": 47991.16977113299, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.29116663126593034, "fast_rcnn/fg_cls_accuracy": 0.6726045883940621, "iteration": 48619, "loss_box_reg": 0.23409863840788603, "loss_cls": 0.19114415999501944, "loss_mask": 0.2539238706231117, "loss_rpn_cls": 0.02770382782910019, "loss_rpn_loc": 0.07626456441357732, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023853528291783, "mask_rcnn/false_negative": 0.08764891994126436, "mask_rcnn/false_positive": 0.11016406047627565, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.140410938533023, "total_loss": 0.7979023972293362} {"data_time": 0.012071918230503798, "eta_seconds": 47965.15651226044, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2848141695702672, "fast_rcnn/fg_cls_accuracy": 0.6857943925233645, "iteration": 48639, "loss_box_reg": 0.20798060484230518, "loss_cls": 0.17465790873393416, "loss_mask": 0.23579266667366028, "loss_rpn_cls": 0.025732902577146888, "loss_rpn_loc": 0.06926442869007587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970248826379554, "mask_rcnn/false_negative": 0.09539078618306518, "mask_rcnn/false_positive": 0.12536643376452, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.156231334200129, "total_loss": 0.733605935703963} {"data_time": 0.01277935248799622, "eta_seconds": 47918.36676752195, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.30319042871385843, "fast_rcnn/fg_cls_accuracy": 0.6812522957443459, "iteration": 48659, "loss_box_reg": 0.25632783584296703, "loss_cls": 0.19760579895228148, "loss_mask": 0.2437857948243618, "loss_rpn_cls": 0.03143805649597198, "loss_rpn_loc": 0.07061043800786138, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035294100877305, "mask_rcnn/false_negative": 0.10269461954443501, "mask_rcnn/false_positive": 0.10896171440724357, "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": 1.155344272730872, "total_loss": 0.8177193840965629} {"data_time": 0.012693247990682721, "eta_seconds": 47888.202019408345, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3267131024096386, "fast_rcnn/fg_cls_accuracy": 0.6577486416253249, "iteration": 48679, "loss_box_reg": 0.2413924103602767, "loss_cls": 0.20428797509521246, "loss_mask": 0.24948528222739697, "loss_rpn_cls": 0.03074184455908835, "loss_rpn_loc": 0.0675537041388452, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867495408966195, "mask_rcnn/false_negative": 0.0930483197883451, "mask_rcnn/false_positive": 0.12835745532293846, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1666917758993804, "total_loss": 0.7994630360044539} {"data_time": 0.011453354498371482, "eta_seconds": 47852.78301462531, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.32023543990086745, "fast_rcnn/fg_cls_accuracy": 0.6608635705185263, "iteration": 48699, "loss_box_reg": 0.22453957423567772, "loss_cls": 0.1819623140618205, "loss_mask": 0.24293148517608643, "loss_rpn_cls": 0.03268031420884654, "loss_rpn_loc": 0.06877686083316803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903181991259328, "mask_rcnn/false_negative": 0.09190405577669454, "mask_rcnn/false_positive": 0.1139192105650996, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1534053625073284, "total_loss": 0.7451776199741289} {"data_time": 0.012467474443838, "eta_seconds": 47821.550577655435, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2845217883418223, "fast_rcnn/fg_cls_accuracy": 0.6780008965503189, "iteration": 48719, "loss_box_reg": 0.25369319319725037, "loss_cls": 0.21237354166805744, "loss_mask": 0.2493197862058878, "loss_rpn_cls": 0.029446476080920547, "loss_rpn_loc": 0.06796593824401498, "lr": 0.0001, "mask_rcnn/accuracy": 0.887063411332095, "mask_rcnn/false_negative": 0.09091967728211528, "mask_rcnn/false_positive": 0.1365626795603918, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1573184707667679, "total_loss": 0.8188236936694011} {"data_time": 0.012999267550185323, "eta_seconds": 47804.18790729251, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3176599675667826, "fast_rcnn/fg_cls_accuracy": 0.6565541101017662, "iteration": 48739, "loss_box_reg": 0.2316830325871706, "loss_cls": 0.20577882789075375, "loss_mask": 0.24398265033960342, "loss_rpn_cls": 0.03219911421183497, "loss_rpn_loc": 0.07188961957581341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891286772549831, "mask_rcnn/false_negative": 0.09228568807694323, "mask_rcnn/false_positive": 0.12655616348723275, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1619813370052725, "total_loss": 0.8008827838348225} {"data_time": 0.012759467121213675, "eta_seconds": 47783.263233006, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3330194820291068, "fast_rcnn/fg_cls_accuracy": 0.6322695035460992, "iteration": 48759, "loss_box_reg": 0.25206610932946205, "loss_cls": 0.21449889708310366, "loss_mask": 0.2443750873208046, "loss_rpn_cls": 0.032903054569032975, "loss_rpn_loc": 0.07986654131673276, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021331596943238, "mask_rcnn/false_negative": 0.09027367604203596, "mask_rcnn/false_positive": 0.11009525318028293, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1651977864094079, "total_loss": 0.8197085603023879} {"data_time": 0.012057664105668664, "eta_seconds": 47760.08997246623, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.33612612612612613, "fast_rcnn/fg_cls_accuracy": 0.6142783882783883, "iteration": 48779, "loss_box_reg": 0.2277776999399066, "loss_cls": 0.18062359699979424, "loss_mask": 0.23893996886909008, "loss_rpn_cls": 0.032254963647574186, "loss_rpn_loc": 0.06299333088099957, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933685756700749, "mask_rcnn/false_negative": 0.08782390425643043, "mask_rcnn/false_positive": 0.11566797089778555, "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": 1.1603608124423772, "total_loss": 0.7386607455919147} {"data_time": 0.012935694539919496, "eta_seconds": 47736.91671192646, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29677672955974843, "fast_rcnn/fg_cls_accuracy": 0.658732182317088, "iteration": 48799, "loss_box_reg": 0.2320139929652214, "loss_cls": 0.18247672636061907, "loss_mask": 0.24600076116621494, "loss_rpn_cls": 0.02849513228284195, "loss_rpn_loc": 0.07360448688268661, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046086947200636, "mask_rcnn/false_negative": 0.08913107509911256, "mask_rcnn/false_positive": 0.11215418273850473, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1621837564744055, "total_loss": 0.7502461819676682} {"data_time": 0.012861946830525994, "eta_seconds": 47693.51129966322, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2763127457783946, "fast_rcnn/fg_cls_accuracy": 0.6735874200426439, "iteration": 48819, "loss_box_reg": 0.22951680980622768, "loss_cls": 0.1816840274259448, "loss_mask": 0.2526114396750927, "loss_rpn_cls": 0.024617783055873588, "loss_rpn_loc": 0.06179092184174806, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028037843133665, "mask_rcnn/false_negative": 0.08728513247390482, "mask_rcnn/false_positive": 0.11387012102374976, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1561643281020224, "total_loss": 0.7902861324837431} {"data_time": 0.01295311888679862, "eta_seconds": 47686.739799622446, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.27349414671689554, "fast_rcnn/fg_cls_accuracy": 0.7003349606243097, "iteration": 48839, "loss_box_reg": 0.2512777056545019, "loss_cls": 0.19944691564887762, "loss_mask": 0.23643079958856106, "loss_rpn_cls": 0.032260632840916514, "loss_rpn_loc": 0.06656662235036492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928183671983374, "mask_rcnn/false_negative": 0.08569282380409729, "mask_rcnn/false_positive": 0.12783950105438008, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1737492566462606, "total_loss": 0.8072499576373957} {"data_time": 0.012181281577795744, "eta_seconds": 47647.18443098944, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.36276496875741515, "fast_rcnn/fg_cls_accuracy": 0.6040710676115242, "iteration": 48859, "loss_box_reg": 0.2518188711255789, "loss_cls": 0.216074890922755, "loss_mask": 0.24836554564535618, "loss_rpn_cls": 0.035963715985417366, "loss_rpn_loc": 0.0832365924725309, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861771736750377, "mask_rcnn/false_negative": 0.09087298258652438, "mask_rcnn/false_positive": 0.12793362405614928, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1516730510629714, "total_loss": 0.8413869016803801} {"data_time": 0.012947560288012028, "eta_seconds": 47629.2996481061, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3525155378124575, "fast_rcnn/fg_cls_accuracy": 0.6244122257053292, "iteration": 48879, "loss_box_reg": 0.23019293416291475, "loss_cls": 0.19905355712398887, "loss_mask": 0.23497811146080494, "loss_rpn_cls": 0.0297262353124097, "loss_rpn_loc": 0.06327593023888767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908592217630118, "mask_rcnn/false_negative": 0.10536496890145576, "mask_rcnn/false_positive": 0.1124271101747441, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1877729617990553, "total_loss": 0.755310894921422} {"data_time": 0.011324224062263966, "eta_seconds": 47618.81054264959, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28412323224229796, "fast_rcnn/fg_cls_accuracy": 0.6816227575503437, "iteration": 48899, "loss_box_reg": 0.23729567416012287, "loss_cls": 0.1911428151652217, "loss_mask": 0.2414724938571453, "loss_rpn_cls": 0.02627442145603709, "loss_rpn_loc": 0.06493275926914066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944843695008904, "mask_rcnn/false_negative": 0.08960147397343898, "mask_rcnn/false_positive": 0.1091498629734852, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1706368068698794, "total_loss": 0.7833139547146857} {"data_time": 0.011984394630417228, "eta_seconds": 47601.44466061145, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33209417596034696, "fast_rcnn/fg_cls_accuracy": 0.6176700717235384, "iteration": 48919, "loss_box_reg": 0.2341934610158205, "loss_cls": 0.18829631432890892, "loss_mask": 0.25391396693885326, "loss_rpn_cls": 0.03064444859046489, "loss_rpn_loc": 0.07755718659609556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897136134859349, "mask_rcnn/false_negative": 0.09299513037091277, "mask_rcnn/false_positive": 0.1188916100898823, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1581995557062328, "total_loss": 0.8350474162143655} {"data_time": 0.012727636843919754, "eta_seconds": 47578.26966321096, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3068739623996052, "fast_rcnn/fg_cls_accuracy": 0.6447460177640755, "iteration": 48939, "loss_box_reg": 0.23630824405699968, "loss_cls": 0.19726699870079756, "loss_mask": 0.24182535149157047, "loss_rpn_cls": 0.02500574180157855, "loss_rpn_loc": 0.07865331100765616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976020061557232, "mask_rcnn/false_negative": 0.08960031829173157, "mask_rcnn/false_positive": 0.12289952997050228, "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": 1.1555831346195191, "total_loss": 0.7837016000412405} {"data_time": 0.01179370004683733, "eta_seconds": 47570.31699070707, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3342647741336634, "fast_rcnn/fg_cls_accuracy": 0.6264838709677419, "iteration": 48959, "loss_box_reg": 0.23563449643552303, "loss_cls": 0.19676579721271992, "loss_mask": 0.2359366361051798, "loss_rpn_cls": 0.028152227692771703, "loss_rpn_loc": 0.07533290656283498, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012596955725812, "mask_rcnn/false_negative": 0.08429269810717008, "mask_rcnn/false_positive": 0.1021408072626248, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1616067483555526, "total_loss": 0.7686043389257975} {"data_time": 0.011431916616857052, "eta_seconds": 47560.76681387611, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.31182097307510626, "fast_rcnn/fg_cls_accuracy": 0.667156862745098, "iteration": 48979, "loss_box_reg": 0.236921607516706, "loss_cls": 0.20062786526978016, "loss_mask": 0.24315083399415016, "loss_rpn_cls": 0.030239465413615108, "loss_rpn_loc": 0.06682339613325894, "lr": 0.0001, "mask_rcnn/accuracy": 0.896795406474278, "mask_rcnn/false_negative": 0.09706765434359438, "mask_rcnn/false_positive": 0.12324282229112263, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1677686653565615, "total_loss": 0.7752713656518608} {"data_time": 0.011850178008899093, "eta_seconds": 47520.47427324578, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3196294257934324, "fast_rcnn/fg_cls_accuracy": 0.6636363636363636, "iteration": 48999, "loss_box_reg": 0.25886671897023916, "loss_cls": 0.20635715872049332, "loss_mask": 0.25184337235987186, "loss_rpn_cls": 0.031222208635881543, "loss_rpn_loc": 0.06829425902105868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866290682620632, "mask_rcnn/false_negative": 0.10749896259518718, "mask_rcnn/false_positive": 0.12850360376778008, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1591328077483922, "total_loss": 0.8350353062851354} {"data_time": 0.010473988018929958, "eta_seconds": 47500.76974364463, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.21240899018676795, "fast_rcnn/fg_cls_accuracy": 0.7616967394745173, "iteration": 49019, "loss_box_reg": 0.2171275680884719, "loss_cls": 0.16559985652565956, "loss_mask": 0.22915856912732124, "loss_rpn_cls": 0.0263226778479293, "loss_rpn_loc": 0.06903762451838702, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034606716450396, "mask_rcnn/false_negative": 0.08781813085855308, "mask_rcnn/false_positive": 0.10018009586056917, "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": 1.1622168838512152, "total_loss": 0.7292765530291945} {"data_time": 0.01287996256724, "eta_seconds": 47462.394676208496, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.32770389549252676, "fast_rcnn/fg_cls_accuracy": 0.6471178908686921, "iteration": 49039, "loss_box_reg": 0.24740490317344666, "loss_cls": 0.19266841560602188, "loss_mask": 0.2458954770117998, "loss_rpn_cls": 0.030526032904163003, "loss_rpn_loc": 0.07917638146318495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859355596904649, "mask_rcnn/false_negative": 0.10401605958322326, "mask_rcnn/false_positive": 0.12799469147546133, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1483808630146086, "total_loss": 0.8115837159566581} {"data_time": 0.011157880071550608, "eta_seconds": 47444.27072193939, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2905529681752219, "fast_rcnn/fg_cls_accuracy": 0.6708244260619016, "iteration": 49059, "loss_box_reg": 0.236864747479558, "loss_cls": 0.1916059497743845, "loss_mask": 0.2418417725712061, "loss_rpn_cls": 0.03328577638603747, "loss_rpn_loc": 0.07598873600363731, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941165498818543, "mask_rcnn/false_negative": 0.09566938430544998, "mask_rcnn/false_positive": 0.1221617132571878, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1606359099969268, "total_loss": 0.7928471858613193} {"data_time": 0.012037516804412007, "eta_seconds": 47434.93005783297, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3207558368540611, "fast_rcnn/fg_cls_accuracy": 0.6534748076445769, "iteration": 49079, "loss_box_reg": 0.2475983127951622, "loss_cls": 0.1938423691317439, "loss_mask": 0.2531165722757578, "loss_rpn_cls": 0.03174254245823249, "loss_rpn_loc": 0.0836467077024281, "lr": 0.0001, "mask_rcnn/accuracy": 0.885123736994798, "mask_rcnn/false_negative": 0.0951619445130357, "mask_rcnn/false_positive": 0.12740796243790564, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 205.875, "rpn/num_pos_anchors": 50.125, "time": 1.169842888135463, "total_loss": 0.8422534262062982} {"data_time": 0.01149558462202549, "eta_seconds": 47420.775666530244, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.30691775093987084, "fast_rcnn/fg_cls_accuracy": 0.653956264573224, "iteration": 49099, "loss_box_reg": 0.2366013005375862, "loss_cls": 0.19869503006339073, "loss_mask": 0.23575168289244175, "loss_rpn_cls": 0.033363630529493093, "loss_rpn_loc": 0.06908239269978367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854444318771113, "mask_rcnn/false_negative": 0.09218122333574019, "mask_rcnn/false_positive": 0.1353718743627076, "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": 1.130425751907751, "total_loss": 0.7804860812611878} {"data_time": 0.011281231883913279, "eta_seconds": 47421.40518698841, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.28937858831475854, "fast_rcnn/fg_cls_accuracy": 0.6961030667927219, "iteration": 49119, "loss_box_reg": 0.22031171433627605, "loss_cls": 0.17513140384107828, "loss_mask": 0.2366856187582016, "loss_rpn_cls": 0.0282811988145113, "loss_rpn_loc": 0.0642356927273795, "lr": 0.0001, "mask_rcnn/accuracy": 0.893780680569936, "mask_rcnn/false_negative": 0.09078915987888192, "mask_rcnn/false_positive": 0.10824264676472439, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1643053588923067, "total_loss": 0.7346377153880894} {"data_time": 0.011618125950917602, "eta_seconds": 47408.63516315818, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.32787833463817057, "fast_rcnn/fg_cls_accuracy": 0.6655137358464109, "iteration": 49139, "loss_box_reg": 0.23328608833253384, "loss_cls": 0.2004858059808612, "loss_mask": 0.2465820387005806, "loss_rpn_cls": 0.026517878170125186, "loss_rpn_loc": 0.06795919523574412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970330765888761, "mask_rcnn/false_negative": 0.09328438911657488, "mask_rcnn/false_positive": 0.10376490678392301, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1700949717778713, "total_loss": 0.7739958096062765} {"data_time": 0.01335429330356419, "eta_seconds": 47398.77173503861, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.30552837573385516, "fast_rcnn/fg_cls_accuracy": 0.6814713606359571, "iteration": 49159, "loss_box_reg": 0.23659379966557026, "loss_cls": 0.20250375801697373, "loss_mask": 0.23700005188584328, "loss_rpn_cls": 0.03216424956917763, "loss_rpn_loc": 0.0721350401872769, "lr": 0.0001, "mask_rcnn/accuracy": 0.898393803454547, "mask_rcnn/false_negative": 0.08803571331977106, "mask_rcnn/false_positive": 0.10209559068230184, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1754158791154623, "total_loss": 0.7714888809714466} {"data_time": 0.012307405704632401, "eta_seconds": 47362.32291826047, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33088296950554824, "fast_rcnn/fg_cls_accuracy": 0.6149202001285743, "iteration": 49179, "loss_box_reg": 0.23907204903662205, "loss_cls": 0.20072253793478012, "loss_mask": 0.25287635810673237, "loss_rpn_cls": 0.03392352245282382, "loss_rpn_loc": 0.07416212372481823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862639326563959, "mask_rcnn/false_negative": 0.08558418630142384, "mask_rcnn/false_positive": 0.1262548777960502, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1443226472474635, "total_loss": 0.8154929706361145} {"data_time": 0.011811428936198354, "eta_seconds": 47354.88644186407, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3138901437644495, "fast_rcnn/fg_cls_accuracy": 0.667810907747487, "iteration": 49199, "loss_box_reg": 0.25433008559048176, "loss_cls": 0.2139603476971388, "loss_mask": 0.2502022497355938, "loss_rpn_cls": 0.028859549202024937, "loss_rpn_loc": 0.09063137974590063, "lr": 0.0001, "mask_rcnn/accuracy": 0.888012481857176, "mask_rcnn/false_negative": 0.0923571729065841, "mask_rcnn/false_positive": 0.13680524675563233, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1701995229814202, "total_loss": 0.8281936068669893} {"data_time": 0.012910968391224742, "eta_seconds": 47329.80483089108, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3141948189668232, "fast_rcnn/fg_cls_accuracy": 0.6516939355752507, "iteration": 49219, "loss_box_reg": 0.22464926773682237, "loss_cls": 0.1851423173211515, "loss_mask": 0.2578719537705183, "loss_rpn_cls": 0.032444965559989214, "loss_rpn_loc": 0.07182939117774367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874780388919608, "mask_rcnn/false_negative": 0.10019251756956359, "mask_rcnn/false_positive": 0.11507064761200435, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1554558060597628, "total_loss": 0.7456227783113718} {"data_time": 0.011767411837354302, "eta_seconds": 47308.460082607344, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3063488016318205, "fast_rcnn/fg_cls_accuracy": 0.677178205051888, "iteration": 49239, "loss_box_reg": 0.2382279485464096, "loss_cls": 0.1966147255152464, "loss_mask": 0.2561702933162451, "loss_rpn_cls": 0.027427839348092675, "loss_rpn_loc": 0.06572732958011329, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003232517509808, "mask_rcnn/false_negative": 0.08556442474670736, "mask_rcnn/false_positive": 0.1241687764566124, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1773504859302193, "total_loss": 0.795813393779099} {"data_time": 0.011531569063663483, "eta_seconds": 47283.380304328166, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.28282312925170067, "fast_rcnn/fg_cls_accuracy": 0.6707403891789274, "iteration": 49259, "loss_box_reg": 0.2305832076817751, "loss_cls": 0.18313872069120407, "loss_mask": 0.24074634350836277, "loss_rpn_cls": 0.025492314714938402, "loss_rpn_loc": 0.0643613045103848, "lr": 0.0001, "mask_rcnn/accuracy": 0.886120586858963, "mask_rcnn/false_negative": 0.0951845733792997, "mask_rcnn/false_positive": 0.13160993574029906, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.1538536380976439, "total_loss": 0.7687608802807517} {"data_time": 0.012381377629935741, "eta_seconds": 47255.663237050176, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33023390865137886, "fast_rcnn/fg_cls_accuracy": 0.6452455236028214, "iteration": 49279, "loss_box_reg": 0.2194917006418109, "loss_cls": 0.19877686724066734, "loss_mask": 0.2455522771924734, "loss_rpn_cls": 0.02923958282917738, "loss_rpn_loc": 0.07156468462198973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942527266008444, "mask_rcnn/false_negative": 0.09596468178924696, "mask_rcnn/false_positive": 0.1264416236321516, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1652232347987592, "total_loss": 0.7448147259128746} {"data_time": 0.011636738199740648, "eta_seconds": 47225.35895649344, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32301026957638, "fast_rcnn/fg_cls_accuracy": 0.6579719963866306, "iteration": 49299, "loss_box_reg": 0.24966181069612503, "loss_cls": 0.2061422341503203, "loss_mask": 0.25068891141563654, "loss_rpn_cls": 0.03482188662746921, "loss_rpn_loc": 0.06632145028561354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945368916797488, "mask_rcnn/false_negative": 0.09952655992098727, "mask_rcnn/false_positive": 0.11506995124145328, "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": 1.1440241935197264, "total_loss": 0.8119135203305632} {"data_time": 0.011488273506984115, "eta_seconds": 47198.27329941094, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.35629502900984, "fast_rcnn/fg_cls_accuracy": 0.6218643300118458, "iteration": 49319, "loss_box_reg": 0.2490845825523138, "loss_cls": 0.20402389531955123, "loss_mask": 0.2503072265535593, "loss_rpn_cls": 0.03382101433817297, "loss_rpn_loc": 0.08330948976799846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889801225870944, "mask_rcnn/false_negative": 0.10231068340060315, "mask_rcnn/false_positive": 0.11358688376026113, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 206.875, "rpn/num_pos_anchors": 49.125, "time": 1.1680150085594505, "total_loss": 0.8093679806916043} {"data_time": 0.011955031892284751, "eta_seconds": 47176.58114865422, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2867786739746504, "fast_rcnn/fg_cls_accuracy": 0.6932663974680782, "iteration": 49339, "loss_box_reg": 0.2339290026575327, "loss_cls": 0.1911097802221775, "loss_mask": 0.25025469064712524, "loss_rpn_cls": 0.029904678696766496, "loss_rpn_loc": 0.06810197012964636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964482735115242, "mask_rcnn/false_negative": 0.08992801252225896, "mask_rcnn/false_positive": 0.10276270318675287, "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": 1.1511616031639278, "total_loss": 0.8007411630824208} {"data_time": 0.010945633752271533, "eta_seconds": 47136.206489130855, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3166263278203577, "fast_rcnn/fg_cls_accuracy": 0.6445019786141282, "iteration": 49359, "loss_box_reg": 0.22807717137038708, "loss_cls": 0.196086211130023, "loss_mask": 0.25314173847436905, "loss_rpn_cls": 0.03144529298879206, "loss_rpn_loc": 0.07696974277496338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942860643878667, "mask_rcnn/false_negative": 0.08303449499081954, "mask_rcnn/false_positive": 0.13039566443899214, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1454259601887316, "total_loss": 0.7805048758164048} {"data_time": 0.012852383311837912, "eta_seconds": 47113.00953711849, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3244720319634703, "fast_rcnn/fg_cls_accuracy": 0.6407021604938272, "iteration": 49379, "loss_box_reg": 0.2472507357597351, "loss_cls": 0.21263572294265032, "loss_mask": 0.25236545875668526, "loss_rpn_cls": 0.038362368708476424, "loss_rpn_loc": 0.08275425620377064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826369754404777, "mask_rcnn/false_negative": 0.09806506821834614, "mask_rcnn/false_positive": 0.12575243089353158, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 1.168030625442043, "total_loss": 0.8341116345254704} {"data_time": 0.01178020448423922, "eta_seconds": 47084.98374787159, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30090042835912234, "fast_rcnn/fg_cls_accuracy": 0.6390428677014043, "iteration": 49399, "loss_box_reg": 0.23410698119550943, "loss_cls": 0.19064808450639248, "loss_mask": 0.26371116377413273, "loss_rpn_cls": 0.028619354125112295, "loss_rpn_loc": 0.06756720249541104, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853943285742543, "mask_rcnn/false_negative": 0.08740711465023887, "mask_rcnn/false_positive": 0.12070241409660606, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1593244278337806, "total_loss": 0.8018292511114851} {"data_time": 0.012376157101243734, "eta_seconds": 47065.545796314254, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31112927253165606, "fast_rcnn/fg_cls_accuracy": 0.6621498311889771, "iteration": 49419, "loss_box_reg": 0.21074302215129137, "loss_cls": 0.18335908465087414, "loss_mask": 0.23645691014826298, "loss_rpn_cls": 0.027653550961986184, "loss_rpn_loc": 0.06115995300933719, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936364475135175, "mask_rcnn/false_negative": 0.08617374055863769, "mask_rcnn/false_positive": 0.11936759636418667, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1486640265211463, "total_loss": 0.7097826631506905} {"data_time": 0.011893267976120114, "eta_seconds": 47032.711977772415, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3215909090909091, "fast_rcnn/fg_cls_accuracy": 0.6465731145353322, "iteration": 49439, "loss_box_reg": 0.20064003486186266, "loss_cls": 0.17619365081191063, "loss_mask": 0.2457586545497179, "loss_rpn_cls": 0.026902592391707003, "loss_rpn_loc": 0.06289003358688205, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875473493200219, "mask_rcnn/false_negative": 0.09674128539993501, "mask_rcnn/false_positive": 0.11876083070475466, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1397311589680612, "total_loss": 0.7402256205677986} {"data_time": 0.010893194004893303, "eta_seconds": 47020.22172906902, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2893068437432595, "fast_rcnn/fg_cls_accuracy": 0.6787816226543, "iteration": 49459, "loss_box_reg": 0.2519335001707077, "loss_cls": 0.2022869773209095, "loss_mask": 0.2521017026156187, "loss_rpn_cls": 0.029448634246364236, "loss_rpn_loc": 0.07548311236314476, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021594718749408, "mask_rcnn/false_negative": 0.0903534013024661, "mask_rcnn/false_positive": 0.10468778758630677, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.16969050350599, "total_loss": 0.8172557399375364} {"data_time": 0.011341072153300047, "eta_seconds": 46996.617139922455, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2797211660329531, "fast_rcnn/fg_cls_accuracy": 0.6868115620610631, "iteration": 49479, "loss_box_reg": 0.21192415244877338, "loss_cls": 0.18687445111572742, "loss_mask": 0.2361328825354576, "loss_rpn_cls": 0.028200586093589664, "loss_rpn_loc": 0.06017699441872537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928217103670845, "mask_rcnn/false_negative": 0.09596338479352073, "mask_rcnn/false_positive": 0.11931843978539576, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1573391628917307, "total_loss": 0.7159937552642077} {"data_time": 0.01281915814615786, "eta_seconds": 46980.03327380866, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30103154830221424, "fast_rcnn/fg_cls_accuracy": 0.6798215163875149, "iteration": 49499, "loss_box_reg": 0.23210886493325233, "loss_cls": 0.20129058323800564, "loss_mask": 0.24002263881266117, "loss_rpn_cls": 0.02607230399735272, "loss_rpn_loc": 0.06770304625388235, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037023834840741, "mask_rcnn/false_negative": 0.08380057999604443, "mask_rcnn/false_positive": 0.11059240241769322, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1587534449063241, "total_loss": 0.7675639542285353} {"data_time": 0.012772845104336739, "eta_seconds": 46966.22672468424, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3057112169608667, "fast_rcnn/fg_cls_accuracy": 0.6329237184982905, "iteration": 49519, "loss_box_reg": 0.2342576254159212, "loss_cls": 0.19159210287034512, "loss_mask": 0.24898113124072552, "loss_rpn_cls": 0.03292307705851272, "loss_rpn_loc": 0.06721682316856459, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029852193847461, "mask_rcnn/false_negative": 0.08147699061029426, "mask_rcnn/false_positive": 0.12091750324395933, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.1634309249930084, "total_loss": 0.8028432478313334} {"data_time": 0.011586446547880769, "eta_seconds": 46943.02206721157, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2675324675324675, "fast_rcnn/fg_cls_accuracy": 0.7091964846202135, "iteration": 49539, "loss_box_reg": 0.23306011408567429, "loss_cls": 0.1933509586378932, "loss_mask": 0.24652613885700703, "loss_rpn_cls": 0.036648537789005786, "loss_rpn_loc": 0.06206971313804388, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014713721887402, "mask_rcnn/false_negative": 0.09296645150557756, "mask_rcnn/false_positive": 0.11749910039660058, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1616629420313984, "total_loss": 0.7749424548237585} {"data_time": 0.012316786916926503, "eta_seconds": 46917.36066338606, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.2972744360902256, "fast_rcnn/fg_cls_accuracy": 0.6695046439628483, "iteration": 49559, "loss_box_reg": 0.23324437253177166, "loss_cls": 0.18414823338389397, "loss_mask": 0.2539852634072304, "loss_rpn_cls": 0.024875348899513483, "loss_rpn_loc": 0.0719039086252451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996260025619116, "mask_rcnn/false_negative": 0.08248232230704779, "mask_rcnn/false_positive": 0.1253333848260641, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.159113178960979, "total_loss": 0.762998279358726} {"data_time": 0.013253218028694391, "eta_seconds": 46901.31875835825, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29171294963042194, "fast_rcnn/fg_cls_accuracy": 0.6565744288725952, "iteration": 49579, "loss_box_reg": 0.24224894307553768, "loss_cls": 0.19576171040534973, "loss_mask": 0.24203649163246155, "loss_rpn_cls": 0.028119487629737705, "loss_rpn_loc": 0.0680497040739283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981723887374775, "mask_rcnn/false_negative": 0.08644556059801503, "mask_rcnn/false_positive": 0.12569964902983544, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1651553644333035, "total_loss": 0.7953213274595328} {"data_time": 0.012500378070399165, "eta_seconds": 46878.11177233234, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.29727272727272724, "fast_rcnn/fg_cls_accuracy": 0.6815818448739908, "iteration": 49599, "loss_box_reg": 0.24500348418951035, "loss_cls": 0.20954067911952734, "loss_mask": 0.25101301074028015, "loss_rpn_cls": 0.032839964726008475, "loss_rpn_loc": 0.07694950792938471, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885724321761017, "mask_rcnn/false_negative": 0.10787570706213323, "mask_rcnn/false_positive": 0.11013605770282905, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.148430453846231, "total_loss": 0.8113548518740572} {"data_time": 0.01235099695622921, "eta_seconds": 46860.44880038593, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3121452173176311, "fast_rcnn/fg_cls_accuracy": 0.6621802767915368, "iteration": 49619, "loss_box_reg": 0.23261368833482265, "loss_cls": 0.19428701512515545, "loss_mask": 0.23640466295182705, "loss_rpn_cls": 0.028914559341501445, "loss_rpn_loc": 0.07665019109845161, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948540328878322, "mask_rcnn/false_negative": 0.09034809851428574, "mask_rcnn/false_positive": 0.10517930759489055, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1543487671297044, "total_loss": 0.7720275248866528} {"data_time": 0.011986234923824668, "eta_seconds": 46837.23906843923, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.3735763756402697, "fast_rcnn/fg_cls_accuracy": 0.6114702978641431, "iteration": 49639, "loss_box_reg": 0.2433592677116394, "loss_cls": 0.20988168846815825, "loss_mask": 0.24805676564574242, "loss_rpn_cls": 0.030126351746730506, "loss_rpn_loc": 0.07298715924844146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848819234483918, "mask_rcnn/false_negative": 0.09596733490279738, "mask_rcnn/false_positive": 0.13795780778503447, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1524571892805398, "total_loss": 0.7853139736689627} {"data_time": 0.012112104333937168, "eta_seconds": 46818.47335434519, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30206810874013446, "fast_rcnn/fg_cls_accuracy": 0.6623822428700477, "iteration": 49659, "loss_box_reg": 0.22690481692552567, "loss_cls": 0.18574956431984901, "loss_mask": 0.24953305162489414, "loss_rpn_cls": 0.02577026269864291, "loss_rpn_loc": 0.06288600713014603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902893907795213, "mask_rcnn/false_negative": 0.10573399579784354, "mask_rcnn/false_positive": 0.12019249394331077, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1595211604144424, "total_loss": 0.7545269842958078} {"data_time": 0.012774584582075477, "eta_seconds": 46785.28382822871, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30209502431724655, "fast_rcnn/fg_cls_accuracy": 0.6768363911221054, "iteration": 49679, "loss_box_reg": 0.2326024230569601, "loss_cls": 0.1778103346005082, "loss_mask": 0.24183275923132896, "loss_rpn_cls": 0.0303762701805681, "loss_rpn_loc": 0.0735632861033082, "lr": 0.0001, "mask_rcnn/accuracy": 0.899629275187811, "mask_rcnn/false_negative": 0.09507976624306949, "mask_rcnn/false_positive": 0.1069667139143801, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1543862065300345, "total_loss": 0.7695027014706284} {"data_time": 0.011484654620289803, "eta_seconds": 46772.71051213611, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32186692843765885, "fast_rcnn/fg_cls_accuracy": 0.6499648239846307, "iteration": 49699, "loss_box_reg": 0.23189909383654594, "loss_cls": 0.1852300502359867, "loss_mask": 0.24346779100596905, "loss_rpn_cls": 0.03141214558854699, "loss_rpn_loc": 0.06084402906708419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878233430703035, "mask_rcnn/false_negative": 0.09282360005414407, "mask_rcnn/false_positive": 0.12365540610851611, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1700579000171274, "total_loss": 0.7540167659753934} {"data_time": 0.01240746141411364, "eta_seconds": 46751.34377152659, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3050452399685287, "fast_rcnn/fg_cls_accuracy": 0.6643970189701898, "iteration": 49719, "loss_box_reg": 0.2398140225559473, "loss_cls": 0.20011856872588396, "loss_mask": 0.2445671521127224, "loss_rpn_cls": 0.03164811944589019, "loss_rpn_loc": 0.06829871190711856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960681576480136, "mask_rcnn/false_negative": 0.08338880940455393, "mask_rcnn/false_positive": 0.11890679320390866, "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": 1.1575951043050736, "total_loss": 0.8254419195000082} {"data_time": 0.012275441084057093, "eta_seconds": 46731.198680349626, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.34445405910701543, "fast_rcnn/fg_cls_accuracy": 0.6245035571211494, "iteration": 49739, "loss_box_reg": 0.24529783055186272, "loss_cls": 0.20111574977636337, "loss_mask": 0.2477035652846098, "loss_rpn_cls": 0.029887507669627666, "loss_rpn_loc": 0.06622668448835611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845410170568397, "mask_rcnn/false_negative": 0.09769340097424963, "mask_rcnn/false_positive": 0.11875811613188104, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1652222683187574, "total_loss": 0.7946244989288971} {"data_time": 0.01213443442247808, "eta_seconds": 46704.91741226986, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3600355138045595, "fast_rcnn/fg_cls_accuracy": 0.6326970443349753, "iteration": 49759, "loss_box_reg": 0.242037208750844, "loss_cls": 0.20798227936029434, "loss_mask": 0.24414295330643654, "loss_rpn_cls": 0.03337310173083097, "loss_rpn_loc": 0.075596674811095, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990779937252062, "mask_rcnn/false_negative": 0.09256504279423666, "mask_rcnn/false_positive": 0.11131682782247138, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.163085542153567, "total_loss": 0.807760207913816} {"data_time": 0.011600513011217117, "eta_seconds": 46702.36897650175, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.32497207093981284, "fast_rcnn/fg_cls_accuracy": 0.661011763106004, "iteration": 49779, "loss_box_reg": 0.2463726345449686, "loss_cls": 0.18709839321672916, "loss_mask": 0.2574613280594349, "loss_rpn_cls": 0.025331653654575348, "loss_rpn_loc": 0.05704068928025663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956464121803691, "mask_rcnn/false_negative": 0.09879165645525084, "mask_rcnn/false_positive": 0.11919134568321807, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.172180529218167, "total_loss": 0.7702406786265783} {"data_time": 0.012993758544325829, "eta_seconds": 46665.84015567787, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.315095261358085, "fast_rcnn/fg_cls_accuracy": 0.6683630040371613, "iteration": 49799, "loss_box_reg": 0.22695837449282408, "loss_cls": 0.18652374669909477, "loss_mask": 0.2399423886090517, "loss_rpn_cls": 0.026987324556102976, "loss_rpn_loc": 0.07654677866958082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892050247247594, "mask_rcnn/false_negative": 0.10590246841004049, "mask_rcnn/false_positive": 0.11818073739855954, "roi_head/num_bg_samples": 426.625, "roi_head/num_fg_samples": 85.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.159769369987771, "total_loss": 0.7787596541456878} {"data_time": 0.011987744830548763, "eta_seconds": 46655.92206553556, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3281625933898949, "fast_rcnn/fg_cls_accuracy": 0.6270805369127517, "iteration": 49819, "loss_box_reg": 0.2379272673279047, "loss_cls": 0.20931952632963657, "loss_mask": 0.2596420384943485, "loss_rpn_cls": 0.037343059200793505, "loss_rpn_loc": 0.07814308209344745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827747833004169, "mask_rcnn/false_negative": 0.09651593384697976, "mask_rcnn/false_positive": 0.1268080118516019, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1483915166463703, "total_loss": 0.8395535567542538} {"data_time": 0.012297332985326648, "eta_seconds": 46648.187135607004, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.28233524747060434, "fast_rcnn/fg_cls_accuracy": 0.6741040231606269, "iteration": 49839, "loss_box_reg": 0.24489181116223335, "loss_cls": 0.20710080489516258, "loss_mask": 0.2520499434322119, "loss_rpn_cls": 0.0324839330278337, "loss_rpn_loc": 0.07582359155640006, "lr": 0.0001, "mask_rcnn/accuracy": 0.887105619278316, "mask_rcnn/false_negative": 0.09867371282658992, "mask_rcnn/false_positive": 0.12479192885662735, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1737114475108683, "total_loss": 0.8093392760492861} {"data_time": 0.011793604353442788, "eta_seconds": 46629.8618410388, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.304483822160149, "fast_rcnn/fg_cls_accuracy": 0.6819279562383612, "iteration": 49859, "loss_box_reg": 0.23452961537986994, "loss_cls": 0.19156794995069504, "loss_mask": 0.24100614711642265, "loss_rpn_cls": 0.03127328856498934, "loss_rpn_loc": 0.07242781552486122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921317182600909, "mask_rcnn/false_negative": 0.09853499752899281, "mask_rcnn/false_positive": 0.11592582670163343, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1568177426233888, "total_loss": 0.771714466100093} {"data_time": 0.01215078542008996, "eta_seconds": 46567.4145384226, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3356900411641511, "fast_rcnn/fg_cls_accuracy": 0.603932283295832, "iteration": 49879, "loss_box_reg": 0.23122385516762733, "loss_cls": 0.20016055833548307, "loss_mask": 0.25435067526996136, "loss_rpn_cls": 0.03387529298197478, "loss_rpn_loc": 0.07144166436046362, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843305300593522, "mask_rcnn/false_negative": 0.10152807653766249, "mask_rcnn/false_positive": 0.1287589433287347, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1539982301183045, "total_loss": 0.7948018009774387} {"data_time": 0.013410979881882668, "eta_seconds": 46541.249426989816, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.31007437457741716, "fast_rcnn/fg_cls_accuracy": 0.6707447436806048, "iteration": 49899, "loss_box_reg": 0.23439835384488106, "loss_cls": 0.1938227927312255, "loss_mask": 0.23547887802124023, "loss_rpn_cls": 0.025867554650176316, "loss_rpn_loc": 0.06113168445881456, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988873397227584, "mask_rcnn/false_negative": 0.09953239573716044, "mask_rcnn/false_positive": 0.1184697866413325, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1538690978195518, "total_loss": 0.7460543163761031} {"data_time": 0.012607329990714788, "eta_seconds": 46517.37561604008, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2945150452819164, "fast_rcnn/fg_cls_accuracy": 0.677192349332371, "iteration": 49919, "loss_box_reg": 0.21799620240926743, "loss_cls": 0.20250411424785852, "loss_mask": 0.2375651653856039, "loss_rpn_cls": 0.033576006651856005, "loss_rpn_loc": 0.07455987809225917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987900178422583, "mask_rcnn/false_negative": 0.08913224582649122, "mask_rcnn/false_positive": 0.1119997144638826, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.139273256296292, "total_loss": 0.8014310601865873} {"data_time": 0.012166416505351663, "eta_seconds": 46496.59778811503, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.32516692477595266, "fast_rcnn/fg_cls_accuracy": 0.6424701561065198, "iteration": 49939, "loss_box_reg": 0.22978103440254927, "loss_cls": 0.20064602419734, "loss_mask": 0.24366215243935585, "loss_rpn_cls": 0.031737424491439015, "loss_rpn_loc": 0.07969482662156224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989730010868777, "mask_rcnn/false_negative": 0.0856194727945044, "mask_rcnn/false_positive": 0.11517613562257412, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1625996944494545, "total_loss": 0.7872476181946695} {"data_time": 0.01160253630951047, "eta_seconds": 46473.38430943899, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3139423076923077, "fast_rcnn/fg_cls_accuracy": 0.6729439914923786, "iteration": 49959, "loss_box_reg": 0.2257634960114956, "loss_cls": 0.18650450464338064, "loss_mask": 0.243137801066041, "loss_rpn_cls": 0.033312599174678326, "loss_rpn_loc": 0.06666589062660933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993804046442614, "mask_rcnn/false_negative": 0.09906023683066699, "mask_rcnn/false_positive": 0.10955920692243837, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1620940249413252, "total_loss": 0.7416285138460808} {"data_time": 0.011652374407276511, "eta_seconds": 46450.170830762945, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3145884740446925, "fast_rcnn/fg_cls_accuracy": 0.6519498189700897, "iteration": 49979, "loss_box_reg": 0.22563454881310463, "loss_cls": 0.19082447793334723, "loss_mask": 0.24273626692593098, "loss_rpn_cls": 0.02726964879548177, "loss_rpn_loc": 0.062316675088368356, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068162825475018, "mask_rcnn/false_negative": 0.09156776512024141, "mask_rcnn/false_positive": 0.10639139179794775, "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": 1.1631784932687879, "total_loss": 0.7659693353925832} {"bbox/AP": 39.353108736703376, "bbox/AP-airplane": 60.413127580216894, "bbox/AP-apple": 19.997566116050077, "bbox/AP-backpack": 14.615507050475468, "bbox/AP-banana": 25.287407564172813, "bbox/AP-baseball bat": 27.09748183538368, "bbox/AP-baseball glove": 37.724645810409605, "bbox/AP-bear": 70.29678492656338, "bbox/AP-bed": 40.61703651421377, "bbox/AP-bench": 24.77269965082568, "bbox/AP-bicycle": 28.285517388274805, "bbox/AP-bird": 37.15301758594858, "bbox/AP-boat": 26.319842221866875, "bbox/AP-book": 14.923932171995686, "bbox/AP-bottle": 38.31679106870935, "bbox/AP-bowl": 39.737970378323155, "bbox/AP-broccoli": 25.051725508810215, "bbox/AP-bus": 62.69935760767734, "bbox/AP-cake": 36.46845070330431, "bbox/AP-car": 43.14035283879336, "bbox/AP-carrot": 19.59601364438119, "bbox/AP-cat": 63.80356928568497, "bbox/AP-cell phone": 32.80106265918365, "bbox/AP-chair": 27.06741780459496, "bbox/AP-clock": 51.388498466387475, "bbox/AP-couch": 35.19137265115224, "bbox/AP-cow": 56.45021063934127, "bbox/AP-cup": 41.22482551467434, "bbox/AP-dining table": 24.499657910711424, "bbox/AP-dog": 59.19955162386542, "bbox/AP-donut": 44.644997713029426, "bbox/AP-elephant": 58.22057303430459, "bbox/AP-fire hydrant": 64.16674930417393, "bbox/AP-fork": 32.694567758986295, "bbox/AP-frisbee": 65.17428718177383, "bbox/AP-giraffe": 64.34172548675586, "bbox/AP-hair drier": 1.637199434229137, "bbox/AP-handbag": 14.095886170880453, "bbox/AP-horse": 48.87046938834085, "bbox/AP-hot dog": 31.77582437856808, "bbox/AP-keyboard": 47.744395136361454, "bbox/AP-kite": 41.61146636940523, "bbox/AP-knife": 15.842716715373173, "bbox/AP-laptop": 53.85405124559159, "bbox/AP-microwave": 49.31108617700927, "bbox/AP-motorcycle": 40.01482220951246, "bbox/AP-mouse": 58.95175655543356, "bbox/AP-orange": 29.642948761228848, "bbox/AP-oven": 32.68237664748835, "bbox/AP-parking meter": 41.70218888935363, "bbox/AP-person": 53.44424369006118, "bbox/AP-pizza": 48.44606722700496, "bbox/AP-potted plant": 26.942369586562936, "bbox/AP-refrigerator": 50.08966647189636, "bbox/AP-remote": 30.13862246387492, "bbox/AP-sandwich": 32.208791957970725, "bbox/AP-scissors": 23.20427425077759, "bbox/AP-sheep": 50.80151400534364, "bbox/AP-sink": 35.88289597869011, "bbox/AP-skateboard": 49.051899476323754, "bbox/AP-skis": 19.79502866443234, "bbox/AP-snowboard": 35.24276818817878, "bbox/AP-spoon": 16.490944190505903, "bbox/AP-sports ball": 48.92796131632227, "bbox/AP-stop sign": 62.175449565679564, "bbox/AP-suitcase": 37.30369536155274, "bbox/AP-surfboard": 36.80935525516944, "bbox/AP-teddy bear": 44.293802656463676, "bbox/AP-tennis racket": 44.5254364773202, "bbox/AP-tie": 31.083555030919147, "bbox/AP-toaster": 29.839342424808518, "bbox/AP-toilet": 56.377464952598366, "bbox/AP-toothbrush": 23.921293719074146, "bbox/AP-traffic light": 27.872015313196457, "bbox/AP-train": 61.52290684773841, "bbox/AP-truck": 33.75963672810894, "bbox/AP-tv": 52.92800448965767, "bbox/AP-umbrella": 34.866848813364186, "bbox/AP-vase": 34.69026727509534, "bbox/AP-wine glass": 33.068974212409614, "bbox/AP-zebra": 61.42211906537638, "bbox/AP50": 61.76081481096715, "bbox/AP75": 43.240984458981735, "bbox/APl": 51.426223406969854, "bbox/APm": 42.64938333935574, "bbox/APs": 24.801083998878067, "data_time": 0.012593716382980347, "eta_seconds": 46425.18646083772, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3782392728809977, "fast_rcnn/fg_cls_accuracy": 0.5759736584863919, "iteration": 49999, "loss_box_reg": 0.23714991100132465, "loss_cls": 0.20601076632738113, "loss_mask": 0.24353091977536678, "loss_rpn_cls": 0.02629761048592627, "loss_rpn_loc": 0.06771919690072536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930336476599438, "mask_rcnn/false_negative": 0.10379669628567106, "mask_rcnn/false_positive": 0.13175447729562173, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "segm/AP": 36.93936917491873, "segm/AP-airplane": 50.96757122389815, "segm/AP-apple": 20.4491976132686, "segm/AP-backpack": 14.764413795774233, "segm/AP-banana": 21.706687046566067, "segm/AP-baseball bat": 22.75899646839996, "segm/AP-baseball glove": 42.055186770287904, "segm/AP-bear": 71.97488057720182, "segm/AP-bed": 33.975911244350364, "segm/AP-bench": 18.180884693285076, "segm/AP-bicycle": 16.884145249337543, "segm/AP-bird": 32.54607184563585, "segm/AP-boat": 24.120070877988432, "segm/AP-book": 9.546766787942829, "segm/AP-bottle": 37.84089177731627, "segm/AP-bowl": 38.083734234961504, "segm/AP-broccoli": 23.4252106233191, "segm/AP-bus": 62.790609209893844, "segm/AP-cake": 38.736548452173615, "segm/AP-car": 40.78515943344899, "segm/AP-carrot": 17.732313693426292, "segm/AP-cat": 67.49297885333745, "segm/AP-cell phone": 32.66597648666404, "segm/AP-chair": 18.878823659916588, "segm/AP-clock": 51.94347253790846, "segm/AP-couch": 31.90982424503448, "segm/AP-cow": 49.76430684670594, "segm/AP-cup": 41.79088469659643, "segm/AP-dining table": 15.159816069961082, "segm/AP-dog": 59.4472811787281, "segm/AP-donut": 47.232743748241205, "segm/AP-elephant": 55.2548976922519, "segm/AP-fire hydrant": 65.97369846527349, "segm/AP-fork": 15.118664212962454, "segm/AP-frisbee": 64.81559631333327, "segm/AP-giraffe": 50.43205935330926, "segm/AP-hair drier": 2.4716373678184143, "segm/AP-handbag": 14.539472036629897, "segm/AP-horse": 37.41594856079186, "segm/AP-hot dog": 24.6552118793402, "segm/AP-keyboard": 49.465479252577374, "segm/AP-kite": 32.32884932506156, "segm/AP-knife": 9.954960303878181, "segm/AP-laptop": 56.61157784623235, "segm/AP-microwave": 53.36311898361672, "segm/AP-motorcycle": 32.12298499034903, "segm/AP-mouse": 60.94821893685398, "segm/AP-orange": 31.042517792139503, "segm/AP-oven": 31.05231981245809, "segm/AP-parking meter": 45.002532658547835, "segm/AP-person": 46.8152162253528, "segm/AP-pizza": 50.0674263563751, "segm/AP-potted plant": 23.433875604770382, "segm/AP-refrigerator": 51.55230560706266, "segm/AP-remote": 28.179889862081676, "segm/AP-sandwich": 34.748527842003725, "segm/AP-scissors": 18.468348979955536, "segm/AP-sheep": 45.231540855810145, "segm/AP-sink": 33.227122066935216, "segm/AP-skateboard": 30.847372078298402, "segm/AP-skis": 2.1402315328562125, "segm/AP-snowboard": 22.361275099370257, "segm/AP-spoon": 11.40933238080336, "segm/AP-sports ball": 49.835362290180065, "segm/AP-stop sign": 65.07819300089908, "segm/AP-suitcase": 40.354071329799844, "segm/AP-surfboard": 32.983420692959704, "segm/AP-teddy bear": 45.26764256202277, "segm/AP-tennis racket": 52.35121143464483, "segm/AP-tie": 30.403297956598895, "segm/AP-toaster": 34.030216700915375, "segm/AP-toilet": 57.23681938054664, "segm/AP-toothbrush": 14.967372161039204, "segm/AP-traffic light": 27.222240365368773, "segm/AP-train": 61.70709127940873, "segm/AP-truck": 33.6574335082293, "segm/AP-tv": 55.82852958673126, "segm/AP-umbrella": 45.066490476647694, "segm/AP-vase": 36.048929657802034, "segm/AP-wine glass": 30.03574501086939, "segm/AP-zebra": 56.41189638216376, "segm/AP50": 58.94085475408149, "segm/AP75": 39.79125813778695, "segm/APl": 53.8232673751078, "segm/APm": 39.56687892691225, "segm/APs": 19.119713581762586, "time": 1.1536382229533046, "total_loss": 0.8037241243291646} {"data_time": 0.011646515456959605, "eta_seconds": 46398.825504737906, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.33829953999948603, "fast_rcnn/fg_cls_accuracy": 0.6371520636226519, "iteration": 50019, "loss_box_reg": 0.22194046434015036, "loss_cls": 0.19064361602067947, "loss_mask": 0.23590826988220215, "loss_rpn_cls": 0.02687485597562045, "loss_rpn_loc": 0.06588572636246681, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843399599263372, "mask_rcnn/false_negative": 0.09677167821450605, "mask_rcnn/false_positive": 0.12451002893701212, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1570729850791395, "total_loss": 0.7448730817995965} {"data_time": 0.013517505023628473, "eta_seconds": 46383.30016018823, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.34341359503975044, "fast_rcnn/fg_cls_accuracy": 0.6204121008601391, "iteration": 50039, "loss_box_reg": 0.2362570371478796, "loss_cls": 0.18736823089420795, "loss_mask": 0.2313295267522335, "loss_rpn_cls": 0.02968723000958562, "loss_rpn_loc": 0.07401487091556191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927484488234986, "mask_rcnn/false_negative": 0.09929189749790343, "mask_rcnn/false_positive": 0.11969501029862084, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1605502262245864, "total_loss": 0.7734402955975384} {"data_time": 0.01332327863201499, "eta_seconds": 46365.99033204373, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.30223032069970845, "fast_rcnn/fg_cls_accuracy": 0.6858225108225109, "iteration": 50059, "loss_box_reg": 0.23107274621725082, "loss_cls": 0.1960223689675331, "loss_mask": 0.23148702643811703, "loss_rpn_cls": 0.026242469321005046, "loss_rpn_loc": 0.07021746365353465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940701609521005, "mask_rcnn/false_negative": 0.08448143164098001, "mask_rcnn/false_positive": 0.1231137638680866, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1647342827636749, "total_loss": 0.7550239102565683} {"data_time": 0.012259956914931536, "eta_seconds": 46331.95269498974, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.30900326543305867, "fast_rcnn/fg_cls_accuracy": 0.6723526667703312, "iteration": 50079, "loss_box_reg": 0.24505935050547123, "loss_cls": 0.19260956067591906, "loss_mask": 0.2379303891211748, "loss_rpn_cls": 0.024940186296589673, "loss_rpn_loc": 0.07681880402378738, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011333608522858, "mask_rcnn/false_negative": 0.09475327954818877, "mask_rcnn/false_positive": 0.1109529734936858, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1467340914532542, "total_loss": 0.7774633656954393} {"data_time": 0.012452653143554926, "eta_seconds": 46308.74029383995, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2868405540819334, "fast_rcnn/fg_cls_accuracy": 0.6438895705521472, "iteration": 50099, "loss_box_reg": 0.2282697670161724, "loss_cls": 0.198080918751657, "loss_mask": 0.2527633626013994, "loss_rpn_cls": 0.028914730879478157, "loss_rpn_loc": 0.07099029095843434, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002054599725868, "mask_rcnn/false_negative": 0.09450721806086208, "mask_rcnn/false_positive": 0.10967619355152627, "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": 1.1558084525167942, "total_loss": 0.7568159911315888} {"data_time": 0.012040995294228196, "eta_seconds": 46273.82289821282, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.28927737744849286, "fast_rcnn/fg_cls_accuracy": 0.6859069964160898, "iteration": 50119, "loss_box_reg": 0.2339790789410472, "loss_cls": 0.18538655154407024, "loss_mask": 0.2500340584665537, "loss_rpn_cls": 0.02517490240279585, "loss_rpn_loc": 0.06386221433058381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964856539206592, "mask_rcnn/false_negative": 0.10010125030750502, "mask_rcnn/false_positive": 0.11910282424955984, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.1510474770329893, "total_loss": 0.7444226442603394} {"data_time": 0.013423244468867779, "eta_seconds": 46231.79390494246, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.32231584669747215, "fast_rcnn/fg_cls_accuracy": 0.6656133423287562, "iteration": 50139, "loss_box_reg": 0.2174106277525425, "loss_cls": 0.18719725124537945, "loss_mask": 0.2494207564741373, "loss_rpn_cls": 0.02817235852126032, "loss_rpn_loc": 0.05554367392323911, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015616823652538, "mask_rcnn/false_negative": 0.08536924209873305, "mask_rcnn/false_positive": 0.10290502119462147, "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": 1.1533142246771604, "total_loss": 0.7595950679096859} {"data_time": 0.011765256058424711, "eta_seconds": 46193.59148506075, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3719897941351229, "fast_rcnn/fg_cls_accuracy": 0.5818350205984735, "iteration": 50159, "loss_box_reg": 0.24843580648303032, "loss_cls": 0.1978449486196041, "loss_mask": 0.24906423687934875, "loss_rpn_cls": 0.03148865979164839, "loss_rpn_loc": 0.08130487473681569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866983566682487, "mask_rcnn/false_negative": 0.09087182736085155, "mask_rcnn/false_positive": 0.13288323849193684, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1588748525828123, "total_loss": 0.8322312200907618} {"data_time": 0.013627947075292468, "eta_seconds": 46175.15462104231, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30195320107954704, "fast_rcnn/fg_cls_accuracy": 0.6756565656565656, "iteration": 50179, "loss_box_reg": 0.23355319909751415, "loss_cls": 0.1937858033925295, "loss_mask": 0.2371864654123783, "loss_rpn_cls": 0.028676128713414073, "loss_rpn_loc": 0.0664380076341331, "lr": 0.0001, "mask_rcnn/accuracy": 0.89723688766623, "mask_rcnn/false_negative": 0.09320415501914649, "mask_rcnn/false_positive": 0.11232571450066942, "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": 1.169009825680405, "total_loss": 0.7729240952176042} {"data_time": 0.011340239783748984, "eta_seconds": 46149.50040807016, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25921950538422606, "fast_rcnn/fg_cls_accuracy": 0.6909011423466576, "iteration": 50199, "loss_box_reg": 0.2201634654775262, "loss_cls": 0.17970181722193956, "loss_mask": 0.24000771343708038, "loss_rpn_cls": 0.029721809725742787, "loss_rpn_loc": 0.07341905916109681, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937699605256638, "mask_rcnn/false_negative": 0.09061853467843742, "mask_rcnn/false_positive": 0.11374786316515242, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1676390066277236, "total_loss": 0.7136050795670599} {"data_time": 0.012059005675837398, "eta_seconds": 46121.682759602554, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30038667257179846, "fast_rcnn/fg_cls_accuracy": 0.6673092311049683, "iteration": 50219, "loss_box_reg": 0.2266127672046423, "loss_cls": 0.18634182587265968, "loss_mask": 0.235392726957798, "loss_rpn_cls": 0.024104864860419184, "loss_rpn_loc": 0.06963370181620121, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070727419680744, "mask_rcnn/false_negative": 0.08129841736276018, "mask_rcnn/false_positive": 0.12565826840895117, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1327808506321162, "total_loss": 0.75789005641127} {"data_time": 0.011749773984774947, "eta_seconds": 46080.040556415915, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3226257270279713, "fast_rcnn/fg_cls_accuracy": 0.6692307692307692, "iteration": 50239, "loss_box_reg": 0.23994631133973598, "loss_cls": 0.19172300584614277, "loss_mask": 0.25351505540311337, "loss_rpn_cls": 0.03027765336446464, "loss_rpn_loc": 0.07766069425269961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908851315816466, "mask_rcnn/false_negative": 0.10084158864225763, "mask_rcnn/false_positive": 0.12871864236796732, "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": 1.1593382575083524, "total_loss": 0.8020986139890738} {"data_time": 0.011413045460358262, "eta_seconds": 46072.472988376394, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3007306568220274, "fast_rcnn/fg_cls_accuracy": 0.6674140508221226, "iteration": 50259, "loss_box_reg": 0.24027044698596, "loss_cls": 0.1894542220979929, "loss_mask": 0.24591155909001827, "loss_rpn_cls": 0.027115947101265192, "loss_rpn_loc": 0.07482746872119606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901389362583388, "mask_rcnn/false_negative": 0.10187286802987391, "mask_rcnn/false_positive": 0.11548272263796558, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1614956601988524, "total_loss": 0.7747059565153904} {"data_time": 0.012099703308194876, "eta_seconds": 46040.30772241764, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.35530554716601226, "fast_rcnn/fg_cls_accuracy": 0.61289500509684, "iteration": 50279, "loss_box_reg": 0.24068614840507507, "loss_cls": 0.21096202824264765, "loss_mask": 0.24901748076081276, "loss_rpn_cls": 0.030770190758630633, "loss_rpn_loc": 0.0726406304165721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861684425259854, "mask_rcnn/false_negative": 0.10498552694758109, "mask_rcnn/false_positive": 0.13410354536125899, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1606362040620297, "total_loss": 0.8210734514286742} {"data_time": 0.01187108363956213, "eta_seconds": 46015.3819445055, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2854875761577645, "fast_rcnn/fg_cls_accuracy": 0.6637566137566138, "iteration": 50299, "loss_box_reg": 0.21549138333648443, "loss_cls": 0.18863876583054662, "loss_mask": 0.24072889983654022, "loss_rpn_cls": 0.03347633627709001, "loss_rpn_loc": 0.07377132074907422, "lr": 0.0001, "mask_rcnn/accuracy": 0.897983417753826, "mask_rcnn/false_negative": 0.0874032127087399, "mask_rcnn/false_positive": 0.11501591552676418, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1532530710101128, "total_loss": 0.7323732760269195} {"data_time": 0.012138795806095004, "eta_seconds": 45985.361651182175, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.32961046865489957, "fast_rcnn/fg_cls_accuracy": 0.6576486102657739, "iteration": 50319, "loss_box_reg": 0.24904341157525778, "loss_cls": 0.1943039116449654, "loss_mask": 0.2521986309438944, "loss_rpn_cls": 0.03326425957493484, "loss_rpn_loc": 0.07011111080646515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908302974125328, "mask_rcnn/false_negative": 0.08925658924454001, "mask_rcnn/false_positive": 0.11950839591504314, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1448122719302773, "total_loss": 0.8091002410510555} {"data_time": 0.012110681273043156, "eta_seconds": 45973.03094744682, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3325082508250825, "fast_rcnn/fg_cls_accuracy": 0.6318407960199004, "iteration": 50339, "loss_box_reg": 0.2339021060615778, "loss_cls": 0.1954568512737751, "loss_mask": 0.2413872480392456, "loss_rpn_cls": 0.030255537712946534, "loss_rpn_loc": 0.061658029444515705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917031529417709, "mask_rcnn/false_negative": 0.09675262161176072, "mask_rcnn/false_positive": 0.11702455154729799, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1621216728817672, "total_loss": 0.7720072128577158} {"data_time": 0.01194968307390809, "eta_seconds": 45954.60054372437, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3227632296781233, "fast_rcnn/fg_cls_accuracy": 0.6631027038141256, "iteration": 50359, "loss_box_reg": 0.22206706181168556, "loss_cls": 0.19359322916716337, "loss_mask": 0.24292441178113222, "loss_rpn_cls": 0.028553378535434604, "loss_rpn_loc": 0.06597061967477202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886649519442635, "mask_rcnn/false_negative": 0.10660462832492404, "mask_rcnn/false_positive": 0.12124327362227219, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.154928146628663, "total_loss": 0.7659818580141291} {"data_time": 0.011730161029845476, "eta_seconds": 45931.41456968617, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2450027928503032, "fast_rcnn/fg_cls_accuracy": 0.7399928838285003, "iteration": 50379, "loss_box_reg": 0.2158348048105836, "loss_cls": 0.198915995657444, "loss_mask": 0.23798006772994995, "loss_rpn_cls": 0.032793352904263884, "loss_rpn_loc": 0.0633152793161571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958192855064104, "mask_rcnn/false_negative": 0.09308006617602933, "mask_rcnn/false_positive": 0.11070681456683536, "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": 1.1676252936013043, "total_loss": 0.7507522843079641} {"data_time": 0.013552803080528975, "eta_seconds": 45923.019819986075, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3419687319050376, "fast_rcnn/fg_cls_accuracy": 0.6394444444444445, "iteration": 50399, "loss_box_reg": 0.25766709074378014, "loss_cls": 0.2164896447211504, "loss_mask": 0.25917315669357777, "loss_rpn_cls": 0.03243388165719807, "loss_rpn_loc": 0.07962580118328333, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931419695462772, "mask_rcnn/false_negative": 0.10679130040419658, "mask_rcnn/false_positive": 0.11108845014879379, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.174579386599362, "total_loss": 0.8636401145486161} {"data_time": 0.012349504046142101, "eta_seconds": 45909.534184085205, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.31456495416017993, "fast_rcnn/fg_cls_accuracy": 0.6526450079081658, "iteration": 50419, "loss_box_reg": 0.24779772944748402, "loss_cls": 0.20087060891091824, "loss_mask": 0.25495839677751064, "loss_rpn_cls": 0.03294923552311957, "loss_rpn_loc": 0.06968092545866966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868307249766216, "mask_rcnn/false_negative": 0.09302606171188152, "mask_rcnn/false_positive": 0.12735662449654364, "roi_head/num_bg_samples": 427.125, "roi_head/num_fg_samples": 84.875, "rpn/num_neg_anchors": 206.875, "rpn/num_pos_anchors": 49.125, "time": 1.1648844394367188, "total_loss": 0.8243280635215342} {"data_time": 0.012147261761128902, "eta_seconds": 45906.453707404435, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30080850290697675, "fast_rcnn/fg_cls_accuracy": 0.6514914772727273, "iteration": 50439, "loss_box_reg": 0.23207312263548374, "loss_cls": 0.20576003193855286, "loss_mask": 0.2474407386034727, "loss_rpn_cls": 0.028543978522066027, "loss_rpn_loc": 0.07526580861303955, "lr": 0.0001, "mask_rcnn/accuracy": 0.903558167187583, "mask_rcnn/false_negative": 0.0860959850572313, "mask_rcnn/false_positive": 0.11039294609866626, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1688455259427428, "total_loss": 0.788612388074398} {"data_time": 0.011719414265826344, "eta_seconds": 45863.137484556064, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3093018876806477, "fast_rcnn/fg_cls_accuracy": 0.6608992423965158, "iteration": 50459, "loss_box_reg": 0.24384391214698553, "loss_cls": 0.19475016742944717, "loss_mask": 0.24955624341964722, "loss_rpn_cls": 0.029534494737163186, "loss_rpn_loc": 0.07616640953347087, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929136703094964, "mask_rcnn/false_negative": 0.10005283735920181, "mask_rcnn/false_positive": 0.11004738191364952, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1474917649757117, "total_loss": 0.7757017849944532} {"data_time": 0.011451147962361574, "eta_seconds": 45830.24604257196, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.33599999999999997, "fast_rcnn/fg_cls_accuracy": 0.6495723573472479, "iteration": 50479, "loss_box_reg": 0.24345500022172928, "loss_cls": 0.20188260730355978, "loss_mask": 0.23763258941471577, "loss_rpn_cls": 0.029064084985293448, "loss_rpn_loc": 0.06266172346659005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940456952772589, "mask_rcnn/false_negative": 0.09855184906371894, "mask_rcnn/false_positive": 0.1203636146018145, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.13147874455899, "total_loss": 0.7889268539147452} {"data_time": 0.012242926517501473, "eta_seconds": 45801.63985223044, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3213777647861249, "fast_rcnn/fg_cls_accuracy": 0.6552470038000584, "iteration": 50499, "loss_box_reg": 0.23431392014026642, "loss_cls": 0.19290544372051954, "loss_mask": 0.25643282756209373, "loss_rpn_cls": 0.029513327754102647, "loss_rpn_loc": 0.06230186251923442, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917576765729334, "mask_rcnn/false_negative": 0.09706344108560047, "mask_rcnn/false_positive": 0.1238646855618594, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1507073920220137, "total_loss": 0.7809606461669318} {"data_time": 0.01153272669762373, "eta_seconds": 45776.33678236976, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33115378644023263, "fast_rcnn/fg_cls_accuracy": 0.5944413126291874, "iteration": 50519, "loss_box_reg": 0.2503140512853861, "loss_cls": 0.21145899407565594, "loss_mask": 0.23941946402192116, "loss_rpn_cls": 0.02711371728219092, "loss_rpn_loc": 0.06395971914753318, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012452048371206, "mask_rcnn/false_negative": 0.08382940142257628, "mask_rcnn/false_positive": 0.11920236994785402, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1569602668751031, "total_loss": 0.8264479796634987} {"data_time": 0.011631040601059794, "eta_seconds": 45741.19518876076, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3305860805860806, "fast_rcnn/fg_cls_accuracy": 0.6559121233034277, "iteration": 50539, "loss_box_reg": 0.22945469990372658, "loss_cls": 0.19210750656202435, "loss_mask": 0.2618612963706255, "loss_rpn_cls": 0.031119319377467036, "loss_rpn_loc": 0.07466376735828817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784452825670499, "mask_rcnn/false_negative": 0.10942659851857317, "mask_rcnn/false_positive": 0.13265293069877532, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1539112015161663, "total_loss": 0.7732422273838893} {"data_time": 0.011454951483756304, "eta_seconds": 45714.08120101318, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3065577126479921, "fast_rcnn/fg_cls_accuracy": 0.673955525606469, "iteration": 50559, "loss_box_reg": 0.2441470641642809, "loss_cls": 0.20061971712857485, "loss_mask": 0.24855362810194492, "loss_rpn_cls": 0.0333417234942317, "loss_rpn_loc": 0.07711071870289743, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062589879269936, "mask_rcnn/false_negative": 0.08432496597558733, "mask_rcnn/false_positive": 0.09915926644396458, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1450769328512251, "total_loss": 0.7994799270527437} {"data_time": 0.012623623013496399, "eta_seconds": 45687.63626905158, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3569644241536739, "fast_rcnn/fg_cls_accuracy": 0.6231107850330154, "iteration": 50579, "loss_box_reg": 0.23632190749049187, "loss_cls": 0.1962314397096634, "loss_mask": 0.23938306793570518, "loss_rpn_cls": 0.03451019123895094, "loss_rpn_loc": 0.057871732860803604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932034411651423, "mask_rcnn/false_negative": 0.10714630451813595, "mask_rcnn/false_positive": 0.1055477451153349, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1615289440378547, "total_loss": 0.7863986609736457} {"data_time": 0.012405910762026906, "eta_seconds": 45667.71803549491, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31555672699584136, "fast_rcnn/fg_cls_accuracy": 0.6644307198567003, "iteration": 50599, "loss_box_reg": 0.22719894908368587, "loss_cls": 0.1848583072423935, "loss_mask": 0.23982205241918564, "loss_rpn_cls": 0.026654290733858943, "loss_rpn_loc": 0.06627080915495753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948320343145157, "mask_rcnn/false_negative": 0.09972719158184118, "mask_rcnn/false_positive": 0.10536382864992974, "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": 1.16427435236983, "total_loss": 0.7526848042616621} {"data_time": 0.011321986094117165, "eta_seconds": 45658.71921959333, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3489049552473096, "fast_rcnn/fg_cls_accuracy": 0.6298808846655737, "iteration": 50619, "loss_box_reg": 0.23414726229384542, "loss_cls": 0.18967449106276035, "loss_mask": 0.25229938700795174, "loss_rpn_cls": 0.035377250402234495, "loss_rpn_loc": 0.06866968609392643, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906983055873614, "mask_rcnn/false_negative": 0.09665760420918068, "mask_rcnn/false_positive": 0.11480920377587156, "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": 1.1708685015328228, "total_loss": 0.7731024931999855} {"data_time": 0.01171088614501059, "eta_seconds": 45625.277309417725, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2855483832046332, "fast_rcnn/fg_cls_accuracy": 0.6698625597879329, "iteration": 50639, "loss_box_reg": 0.2264346405863762, "loss_cls": 0.1682579731568694, "loss_mask": 0.2501122448593378, "loss_rpn_cls": 0.027608160278759897, "loss_rpn_loc": 0.06277994601987302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954481355054333, "mask_rcnn/false_negative": 0.08130646065812575, "mask_rcnn/false_positive": 0.11833900186692023, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.1504958046134561, "total_loss": 0.7357889057602733} {"data_time": 0.012337991502135992, "eta_seconds": 45598.173287217505, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3343949044585987, "fast_rcnn/fg_cls_accuracy": 0.6521917020523709, "iteration": 50659, "loss_box_reg": 0.24590298533439636, "loss_cls": 0.1940763583406806, "loss_mask": 0.2509010434150696, "loss_rpn_cls": 0.029887089622206986, "loss_rpn_loc": 0.06837610655929893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951503473729917, "mask_rcnn/false_negative": 0.09107068987132147, "mask_rcnn/false_positive": 0.12062246700890017, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1584497853182256, "total_loss": 0.8045720104128122} {"data_time": 0.012590262573212385, "eta_seconds": 45589.15286222473, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.24804859742940238, "fast_rcnn/fg_cls_accuracy": 0.7149025069637882, "iteration": 50679, "loss_box_reg": 0.2573669506236911, "loss_cls": 0.19733831752091646, "loss_mask": 0.24356375262141228, "loss_rpn_cls": 0.029550798470154405, "loss_rpn_loc": 0.0813680193386972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888566210214512, "mask_rcnn/false_negative": 0.0920616766440769, "mask_rcnn/false_positive": 0.12254336910620184, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.165306655690074, "total_loss": 0.8193654929054901} {"data_time": 0.012356123887002468, "eta_seconds": 45575.11815468315, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2614906346876927, "fast_rcnn/fg_cls_accuracy": 0.6871152059326671, "iteration": 50699, "loss_box_reg": 0.24039390683174133, "loss_cls": 0.1890114787966013, "loss_mask": 0.22977599687874317, "loss_rpn_cls": 0.03664071322418749, "loss_rpn_loc": 0.06927094445563853, "lr": 0.0001, "mask_rcnn/accuracy": 0.9094718245606558, "mask_rcnn/false_negative": 0.08697149889025063, "mask_rcnn/false_positive": 0.10131250803655564, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.1704740040004253, "total_loss": 0.7752079606289044} {"data_time": 0.012343576643615961, "eta_seconds": 45551.92471032962, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3400667160859896, "fast_rcnn/fg_cls_accuracy": 0.6228512809138294, "iteration": 50719, "loss_box_reg": 0.24258068017661572, "loss_cls": 0.20221287664026022, "loss_mask": 0.24402621388435364, "loss_rpn_cls": 0.03297635377384722, "loss_rpn_loc": 0.08834604965522885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960118455047524, "mask_rcnn/false_negative": 0.09444107035560886, "mask_rcnn/false_positive": 0.11834406833373928, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.1439607990905643, "total_loss": 0.8249447534326464} {"data_time": 0.011674397392198443, "eta_seconds": 45514.06703699846, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3190597508927794, "fast_rcnn/fg_cls_accuracy": 0.6589285714285714, "iteration": 50739, "loss_box_reg": 0.22460308112204075, "loss_cls": 0.19250435009598732, "loss_mask": 0.25856607779860497, "loss_rpn_cls": 0.04104720614850521, "loss_rpn_loc": 0.0748460345203057, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912173146027629, "mask_rcnn/false_negative": 0.11162102546175767, "mask_rcnn/false_positive": 0.12182596242289226, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1491396594792604, "total_loss": 0.7792896949104033} {"data_time": 0.010970822535455227, "eta_seconds": 45499.23275984824, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3073593073593074, "fast_rcnn/fg_cls_accuracy": 0.6663961038961039, "iteration": 50759, "loss_box_reg": 0.23830907326191664, "loss_cls": 0.1932622967287898, "loss_mask": 0.2512206844985485, "loss_rpn_cls": 0.028538217185996473, "loss_rpn_loc": 0.0677179244812578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911564939732338, "mask_rcnn/false_negative": 0.10072431536085721, "mask_rcnn/false_positive": 0.11814277030589429, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.168631708016619, "total_loss": 0.7702415219973773} {"data_time": 0.012222971534356475, "eta_seconds": 45467.695088922046, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25968317715305667, "fast_rcnn/fg_cls_accuracy": 0.6980494645588986, "iteration": 50779, "loss_box_reg": 0.20954393409192562, "loss_cls": 0.17704004421830177, "loss_mask": 0.24679014272987843, "loss_rpn_cls": 0.026902522600721568, "loss_rpn_loc": 0.059968097135424614, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036877200655009, "mask_rcnn/false_negative": 0.0917913059698301, "mask_rcnn/false_positive": 0.11452223659978175, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.1690793014131486, "total_loss": 0.7214707694365643} {"data_time": 0.011667064391076565, "eta_seconds": 45438.087311945856, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31232352790184303, "fast_rcnn/fg_cls_accuracy": 0.6686834315012056, "iteration": 50799, "loss_box_reg": 0.22795681282877922, "loss_cls": 0.19061746541410685, "loss_mask": 0.24688359908759594, "loss_rpn_cls": 0.027942163171246648, "loss_rpn_loc": 0.07265818736050278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958709487920222, "mask_rcnn/false_negative": 0.08677703173855318, "mask_rcnn/false_positive": 0.12397977505260147, "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": 1.1493587403092533, "total_loss": 0.7668517418205738} {"data_time": 0.011572054354473948, "eta_seconds": 45412.72062514443, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.303714859437751, "fast_rcnn/fg_cls_accuracy": 0.6759427955725341, "iteration": 50819, "loss_box_reg": 0.23887470178306103, "loss_cls": 0.1971186250448227, "loss_mask": 0.24266373366117477, "loss_rpn_cls": 0.027137674973346293, "loss_rpn_loc": 0.07007712160702795, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009704922539102, "mask_rcnn/false_negative": 0.08228764346346791, "mask_rcnn/false_positive": 0.11188294314465974, "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": 1.1476508164778352, "total_loss": 0.7975695874192752} {"data_time": 0.012615661835297942, "eta_seconds": 45372.26163735613, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3048633905043687, "fast_rcnn/fg_cls_accuracy": 0.6809348007801617, "iteration": 50839, "loss_box_reg": 0.2373572215437889, "loss_cls": 0.1980593241751194, "loss_mask": 0.2402786836028099, "loss_rpn_cls": 0.030584920896217227, "loss_rpn_loc": 0.07785783521831036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927438899366356, "mask_rcnn/false_negative": 0.09251565859124494, "mask_rcnn/false_positive": 0.11442369059097299, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1541985685471445, "total_loss": 0.7883962625055574} {"data_time": 0.011361034819856286, "eta_seconds": 45352.54899030551, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.29660086213997416, "fast_rcnn/fg_cls_accuracy": 0.6767989205840048, "iteration": 50859, "loss_box_reg": 0.23491335101425648, "loss_cls": 0.18338096793740988, "loss_mask": 0.24178609065711498, "loss_rpn_cls": 0.03283214336261153, "loss_rpn_loc": 0.06984426965937018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978597649627674, "mask_rcnn/false_negative": 0.09098317378481333, "mask_rcnn/false_positive": 0.12913044518677144, "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": 1.1584575434681028, "total_loss": 0.7494332732167095} {"data_time": 0.011148657882586122, "eta_seconds": 45325.91611985117, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27392538523925386, "fast_rcnn/fg_cls_accuracy": 0.6997567766016031, "iteration": 50879, "loss_box_reg": 0.22947913967072964, "loss_cls": 0.18811404705047607, "loss_mask": 0.23443986289203167, "loss_rpn_cls": 0.027329938020557165, "loss_rpn_loc": 0.06816234951838851, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007082212633739, "mask_rcnn/false_negative": 0.08737433541947925, "mask_rcnn/false_positive": 0.1085443155429167, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1525728227570653, "total_loss": 0.762210676446557} {"data_time": 0.012385048437863588, "eta_seconds": 45302.74336109869, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.34804789102512534, "fast_rcnn/fg_cls_accuracy": 0.6090676501860712, "iteration": 50899, "loss_box_reg": 0.2299163769930601, "loss_cls": 0.18017818592488766, "loss_mask": 0.24375667795538902, "loss_rpn_cls": 0.030235985992476344, "loss_rpn_loc": 0.0707562412135303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774715694019155, "mask_rcnn/false_negative": 0.09569129839043711, "mask_rcnn/false_positive": 0.14812906008917545, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1600765730254352, "total_loss": 0.7669346664915793} {"data_time": 0.01184525154531002, "eta_seconds": 45291.75017043948, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3298616702631325, "fast_rcnn/fg_cls_accuracy": 0.6700819672131147, "iteration": 50919, "loss_box_reg": 0.23261881992220879, "loss_cls": 0.1921787690371275, "loss_mask": 0.24454450607299805, "loss_rpn_cls": 0.03179387026466429, "loss_rpn_loc": 0.06936065992340446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869779603817446, "mask_rcnn/false_negative": 0.10269785395084854, "mask_rcnn/false_positive": 0.11922460493458815, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 1.1665405223611742, "total_loss": 0.7696090179961175} {"data_time": 0.012552312342450023, "eta_seconds": 45265.87279861327, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.30702662607593767, "fast_rcnn/fg_cls_accuracy": 0.6819350904173517, "iteration": 50939, "loss_box_reg": 0.2563049867749214, "loss_cls": 0.20745169557631016, "loss_mask": 0.2590321283787489, "loss_rpn_cls": 0.031157425604760647, "loss_rpn_loc": 0.07532076863572001, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884283205806762, "mask_rcnn/false_negative": 0.10696157628482, "mask_rcnn/false_positive": 0.11024594600950724, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1597219642717391, "total_loss": 0.8380752856610343} {"data_time": 0.011667350307106972, "eta_seconds": 45242.69518837333, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2892156862745098, "fast_rcnn/fg_cls_accuracy": 0.6810883140053523, "iteration": 50959, "loss_box_reg": 0.23340100795030594, "loss_cls": 0.18932785280048847, "loss_mask": 0.24316426739096642, "loss_rpn_cls": 0.03084954444784671, "loss_rpn_loc": 0.06806333130225539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932475537329998, "mask_rcnn/false_negative": 0.0840806404583467, "mask_rcnn/false_positive": 0.13000827362779127, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.162085902877152, "total_loss": 0.7938682255335152} {"data_time": 0.012485224287956953, "eta_seconds": 45210.05232608877, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2424802872557334, "fast_rcnn/fg_cls_accuracy": 0.7230975527991954, "iteration": 50979, "loss_box_reg": 0.23414159752428532, "loss_cls": 0.19663414731621742, "loss_mask": 0.2516220584511757, "loss_rpn_cls": 0.02826182113494724, "loss_rpn_loc": 0.0720112465787679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909639211519766, "mask_rcnn/false_negative": 0.08872774741931302, "mask_rcnn/false_positive": 0.12301093834694475, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1514738998375833, "total_loss": 0.7669018135929946} {"data_time": 0.011903672711923718, "eta_seconds": 45202.38022855483, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31192917054986025, "fast_rcnn/fg_cls_accuracy": 0.6499331014182499, "iteration": 50999, "loss_box_reg": 0.23068510554730892, "loss_cls": 0.1853545354679227, "loss_mask": 0.24392027780413628, "loss_rpn_cls": 0.028350026172120124, "loss_rpn_loc": 0.07074272527825087, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932715367252893, "mask_rcnn/false_negative": 0.09852274561048938, "mask_rcnn/false_positive": 0.11808893786776219, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1705343623179942, "total_loss": 0.7690825455938466} {"data_time": 0.012305283453315496, "eta_seconds": 45176.9480569195, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.30284900284900285, "fast_rcnn/fg_cls_accuracy": 0.6774625689519307, "iteration": 51019, "loss_box_reg": 0.2168844547122717, "loss_cls": 0.1719148075208068, "loss_mask": 0.24679541401565075, "loss_rpn_cls": 0.025976336793974042, "loss_rpn_loc": 0.058892467874102294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945383905545661, "mask_rcnn/false_negative": 0.09301889617951889, "mask_rcnn/false_positive": 0.11250827184266549, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1564014793839306, "total_loss": 0.7271255986997858} {"data_time": 0.011954916873946786, "eta_seconds": 45155.12546557933, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3101400192084113, "fast_rcnn/fg_cls_accuracy": 0.6509246221721581, "iteration": 51039, "loss_box_reg": 0.22187122516334057, "loss_cls": 0.17663692589849234, "loss_mask": 0.24888702109456062, "loss_rpn_cls": 0.032180390786379576, "loss_rpn_loc": 0.07732260599732399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877905719429595, "mask_rcnn/false_negative": 0.09791624748184118, "mask_rcnn/false_positive": 0.1231050710250952, "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": 1.164433345431462, "total_loss": 0.7731606528395787} {"data_time": 0.012396516976878047, "eta_seconds": 45126.8071371736, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3081818181818182, "fast_rcnn/fg_cls_accuracy": 0.6633003300330034, "iteration": 51059, "loss_box_reg": 0.21547524817287922, "loss_cls": 0.18305198103189468, "loss_mask": 0.2424210887402296, "loss_rpn_cls": 0.0249596907524392, "loss_rpn_loc": 0.059953882824629545, "lr": 0.0001, "mask_rcnn/accuracy": 0.889828651631107, "mask_rcnn/false_negative": 0.1008486286692429, "mask_rcnn/false_positive": 0.11383923360163928, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1497721229679883, "total_loss": 0.7143448037095368} {"data_time": 0.012292587896808982, "eta_seconds": 45108.76496715471, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.31326623543422927, "fast_rcnn/fg_cls_accuracy": 0.6294227469976789, "iteration": 51079, "loss_box_reg": 0.25293080508708954, "loss_cls": 0.21000593062490225, "loss_mask": 0.2468387596309185, "loss_rpn_cls": 0.02859607373829931, "loss_rpn_loc": 0.06269841780886054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871625882774463, "mask_rcnn/false_negative": 0.09645775572495353, "mask_rcnn/false_positive": 0.12233730662952205, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1684384851250798, "total_loss": 0.8093138894764706} {"data_time": 0.010956950252875686, "eta_seconds": 45096.000568871386, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.3422424689277438, "fast_rcnn/fg_cls_accuracy": 0.6078700735720609, "iteration": 51099, "loss_box_reg": 0.2534035090357065, "loss_cls": 0.20421712659299374, "loss_mask": 0.2506695128977299, "loss_rpn_cls": 0.03626640769653022, "loss_rpn_loc": 0.07767055183649063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827120475485013, "mask_rcnn/false_negative": 0.10251409496071923, "mask_rcnn/false_positive": 0.13338594670056125, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.1729869260452688, "total_loss": 0.8437977046705782} {"data_time": 0.012701532570645213, "eta_seconds": 45097.78538424522, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3383801395265861, "fast_rcnn/fg_cls_accuracy": 0.6426720139684619, "iteration": 51119, "loss_box_reg": 0.24010915961116552, "loss_cls": 0.20082345977425575, "loss_mask": 0.2544177919626236, "loss_rpn_cls": 0.030229866388253868, "loss_rpn_loc": 0.08334582415409386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966684209344797, "mask_rcnn/false_negative": 0.08646396874515808, "mask_rcnn/false_positive": 0.12359932281574043, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.165706031024456, "total_loss": 0.7833884420106187} {"data_time": 0.012555664638057351, "eta_seconds": 45082.34193000477, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33000534616412724, "fast_rcnn/fg_cls_accuracy": 0.6344442791251301, "iteration": 51139, "loss_box_reg": 0.24852032214403152, "loss_cls": 0.21523699443787336, "loss_mask": 0.2645561546087265, "loss_rpn_cls": 0.029773645219393075, "loss_rpn_loc": 0.06920057954266667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889585108620615, "mask_rcnn/false_negative": 0.0911945753960031, "mask_rcnn/false_positive": 0.13038048054530743, "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": 1.1575409444049, "total_loss": 0.8409649240784347} {"data_time": 0.012633963022381067, "eta_seconds": 45072.37511379644, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.332615138302221, "fast_rcnn/fg_cls_accuracy": 0.6112077489288461, "iteration": 51159, "loss_box_reg": 0.23466927371919155, "loss_cls": 0.19420467875897884, "loss_mask": 0.24506977573037148, "loss_rpn_cls": 0.027503041666932404, "loss_rpn_loc": 0.061344642424955964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905132192045838, "mask_rcnn/false_negative": 0.10150039424999277, "mask_rcnn/false_positive": 0.12684548297853482, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.169505266007036, "total_loss": 0.7652610134100541} {"data_time": 0.011986613040789962, "eta_seconds": 45039.607650269754, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2945453179662181, "fast_rcnn/fg_cls_accuracy": 0.6699867197875166, "iteration": 51179, "loss_box_reg": 0.22876270860433578, "loss_cls": 0.17403070256114006, "loss_mask": 0.25649191439151764, "loss_rpn_cls": 0.03020419809035957, "loss_rpn_loc": 0.07424414996057749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935758354700114, "mask_rcnn/false_negative": 0.0898606600388723, "mask_rcnn/false_positive": 0.12359532882272972, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1307827953714877, "total_loss": 0.758134059375152} {"data_time": 0.012108531780540943, "eta_seconds": 45004.99158715829, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31667871551502996, "fast_rcnn/fg_cls_accuracy": 0.6688497613954254, "iteration": 51199, "loss_box_reg": 0.24414545856416225, "loss_cls": 0.20322980917990208, "loss_mask": 0.2540388908237219, "loss_rpn_cls": 0.03265103616286069, "loss_rpn_loc": 0.06963892700150609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938519779781309, "mask_rcnn/false_negative": 0.09493530351507973, "mask_rcnn/false_positive": 0.11634267731260109, "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": 1.1600457094609737, "total_loss": 0.8047682384494692} {"data_time": 0.011514940531924367, "eta_seconds": 44995.19828057382, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3782312925170068, "fast_rcnn/fg_cls_accuracy": 0.6065764482431149, "iteration": 51219, "loss_box_reg": 0.22480622492730618, "loss_cls": 0.19575993530452251, "loss_mask": 0.2388963419944048, "loss_rpn_cls": 0.026284155901521444, "loss_rpn_loc": 0.06297194235958159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947460507332469, "mask_rcnn/false_negative": 0.0848787608583124, "mask_rcnn/false_positive": 0.1319966371700366, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.1452399520203471, "total_loss": 0.7339589197654277} {"data_time": 0.012336728163063526, "eta_seconds": 44975.50891432911, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2969031124711349, "fast_rcnn/fg_cls_accuracy": 0.6530664286625016, "iteration": 51239, "loss_box_reg": 0.24052191153168678, "loss_cls": 0.19331588596105576, "loss_mask": 0.2546573095023632, "loss_rpn_cls": 0.029788370826281607, "loss_rpn_loc": 0.07018496468663216, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884486743415314, "mask_rcnn/false_negative": 0.09669531445538043, "mask_rcnn/false_positive": 0.12658424502509455, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1638674065470695, "total_loss": 0.7990233500022441} {"data_time": 0.012663335306569934, "eta_seconds": 44933.7480044039, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.27681307456588355, "fast_rcnn/fg_cls_accuracy": 0.695578592947014, "iteration": 51259, "loss_box_reg": 0.24204574897885323, "loss_cls": 0.20059593580663204, "loss_mask": 0.25714655593037605, "loss_rpn_cls": 0.033392137789633125, "loss_rpn_loc": 0.07916762202512473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994080807814588, "mask_rcnn/false_negative": 0.0891435633021433, "mask_rcnn/false_positive": 0.11247724494939323, "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": 1.1489510219544172, "total_loss": 0.8221634118817747} {"data_time": 0.011819572420790792, "eta_seconds": 44929.094560444355, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3402830547112462, "fast_rcnn/fg_cls_accuracy": 0.6351983188862622, "iteration": 51279, "loss_box_reg": 0.25437387079000473, "loss_cls": 0.19834304228425026, "loss_mask": 0.23822122067213058, "loss_rpn_cls": 0.032012281473726034, "loss_rpn_loc": 0.07267571450211108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931457796462711, "mask_rcnn/false_negative": 0.10476948754976594, "mask_rcnn/false_positive": 0.1145682722692917, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1713297301903367, "total_loss": 0.8199676712974906} {"data_time": 0.011334280716255307, "eta_seconds": 44916.24969150871, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.32131050767414404, "fast_rcnn/fg_cls_accuracy": 0.6504224270353303, "iteration": 51299, "loss_box_reg": 0.23691473715007305, "loss_cls": 0.19205285236239433, "loss_mask": 0.24402193166315556, "loss_rpn_cls": 0.028769934200681746, "loss_rpn_loc": 0.0769801790593192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983946364610196, "mask_rcnn/false_negative": 0.08493355265005814, "mask_rcnn/false_positive": 0.1265580652615934, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1579777000006288, "total_loss": 0.7709201573161408} {"data_time": 0.012632664991542697, "eta_seconds": 44913.53906635195, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3156764014770057, "fast_rcnn/fg_cls_accuracy": 0.6828130245048674, "iteration": 51319, "loss_box_reg": 0.23910404928028584, "loss_cls": 0.1958936769515276, "loss_mask": 0.24516974948346615, "loss_rpn_cls": 0.02686573108076118, "loss_rpn_loc": 0.06557466834783554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943172969823463, "mask_rcnn/false_negative": 0.10548685373586927, "mask_rcnn/false_positive": 0.1156378054018671, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1712756894994527, "total_loss": 0.7846429814817384} {"data_time": 0.013130850158631802, "eta_seconds": 44899.35990396887, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3165072969079483, "fast_rcnn/fg_cls_accuracy": 0.6610729485552154, "iteration": 51339, "loss_box_reg": 0.2310630138963461, "loss_cls": 0.17447425331920385, "loss_mask": 0.24326584860682487, "loss_rpn_cls": 0.03352749499026686, "loss_rpn_loc": 0.07206559088081121, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925895661727308, "mask_rcnn/false_negative": 0.08576615267074153, "mask_rcnn/false_positive": 0.11957684733844057, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.1679281268734485, "total_loss": 0.757567934517283} {"data_time": 0.012829428538680077, "eta_seconds": 44872.24051538855, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2948717948717948, "fast_rcnn/fg_cls_accuracy": 0.6806318681318682, "iteration": 51359, "loss_box_reg": 0.21173626370728016, "loss_cls": 0.17564106918871403, "loss_mask": 0.24817200936377048, "loss_rpn_cls": 0.027317405911162496, "loss_rpn_loc": 0.06369804131099954, "lr": 0.0001, "mask_rcnn/accuracy": 0.892620412925213, "mask_rcnn/false_negative": 0.0877547710138423, "mask_rcnn/false_positive": 0.12109255881278774, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1547581341583282, "total_loss": 0.7241053616744466} {"data_time": 0.012690634932368994, "eta_seconds": 44843.86966759339, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.286371397526776, "fast_rcnn/fg_cls_accuracy": 0.6731723168337843, "iteration": 51379, "loss_box_reg": 0.229578560218215, "loss_cls": 0.1765588792040944, "loss_mask": 0.2341175451874733, "loss_rpn_cls": 0.02526661564479582, "loss_rpn_loc": 0.06024055276066065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891168969123968, "mask_rcnn/false_negative": 0.0908573164349459, "mask_rcnn/false_positive": 0.11408454802737256, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1512577298562974, "total_loss": 0.7290641039144248} {"data_time": 0.012030025012791157, "eta_seconds": 44816.37468193658, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32894647118990794, "fast_rcnn/fg_cls_accuracy": 0.6426206244087038, "iteration": 51399, "loss_box_reg": 0.22800055518746376, "loss_cls": 0.1874761637300253, "loss_mask": 0.2382711060345173, "loss_rpn_cls": 0.028943713812623173, "loss_rpn_loc": 0.07248931215144694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969606455973673, "mask_rcnn/false_negative": 0.09866419202596553, "mask_rcnn/false_positive": 0.11725319122417083, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.1640365971252322, "total_loss": 0.7719021604862064} {"data_time": 0.011679359944537282, "eta_seconds": 44793.75553415157, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.31686709836571075, "fast_rcnn/fg_cls_accuracy": 0.6643915472431382, "iteration": 51419, "loss_box_reg": 0.22671179939061403, "loss_cls": 0.1796896792948246, "loss_mask": 0.23272481188178062, "loss_rpn_cls": 0.02572582062566653, "loss_rpn_loc": 0.06363223283551633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950012770558677, "mask_rcnn/false_negative": 0.09091870326095414, "mask_rcnn/false_positive": 0.12308854696881215, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.170593272894621, "total_loss": 0.7370283791387919} {"data_time": 0.012571827275678515, "eta_seconds": 44768.11605602503, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3092326362957431, "fast_rcnn/fg_cls_accuracy": 0.6607684615514992, "iteration": 51439, "loss_box_reg": 0.23602047748863697, "loss_cls": 0.19373640324920416, "loss_mask": 0.24351713806390762, "loss_rpn_cls": 0.026701753376983106, "loss_rpn_loc": 0.06625216733664274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900661809295651, "mask_rcnn/false_negative": 0.10030413876720537, "mask_rcnn/false_positive": 0.12145126212697907, "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": 1.150226261233911, "total_loss": 0.7768815967720002} {"data_time": 0.013862005900591612, "eta_seconds": 44745.98083328921, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.29828088097984296, "fast_rcnn/fg_cls_accuracy": 0.6758650519031142, "iteration": 51459, "loss_box_reg": 0.2631109282374382, "loss_cls": 0.19916251674294472, "loss_mask": 0.2388122696429491, "loss_rpn_cls": 0.029223847202956676, "loss_rpn_loc": 0.07821990281809121, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000702298542388, "mask_rcnn/false_negative": 0.09438813600373738, "mask_rcnn/false_positive": 0.10727488938507723, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1565303520765156, "total_loss": 0.8272501593455672} {"data_time": 0.012051294324919581, "eta_seconds": 44732.10223110393, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.26858400125726856, "fast_rcnn/fg_cls_accuracy": 0.7172445001392369, "iteration": 51479, "loss_box_reg": 0.23291519843041897, "loss_cls": 0.17629270814359188, "loss_mask": 0.2516250927001238, "loss_rpn_cls": 0.02654662332497537, "loss_rpn_loc": 0.07847181987017393, "lr": 0.0001, "mask_rcnn/accuracy": 0.908554641098831, "mask_rcnn/false_negative": 0.08160001887264313, "mask_rcnn/false_positive": 0.11692073270807002, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1618389021605253, "total_loss": 0.7681670698802918} {"data_time": 0.01427830453030765, "eta_seconds": 44735.21019844338, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3011264625342295, "fast_rcnn/fg_cls_accuracy": 0.6772963323596235, "iteration": 51499, "loss_box_reg": 0.21572492830455303, "loss_cls": 0.19597408128902316, "loss_mask": 0.24042030796408653, "loss_rpn_cls": 0.0275551670929417, "loss_rpn_loc": 0.06258204206824303, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014046408036899, "mask_rcnn/false_negative": 0.08155258365465326, "mask_rcnn/false_positive": 0.11359634035884307, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.17257509380579, "total_loss": 0.7395522285514744} {"data_time": 0.01267285249195993, "eta_seconds": 44713.2546229288, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2505482456140351, "fast_rcnn/fg_cls_accuracy": 0.7137755102040817, "iteration": 51519, "loss_box_reg": 0.22104345075786114, "loss_cls": 0.1785403499379754, "loss_mask": 0.23284978792071342, "loss_rpn_cls": 0.024483123095706105, "loss_rpn_loc": 0.0679887612350285, "lr": 0.0001, "mask_rcnn/accuracy": 0.9119546871779014, "mask_rcnn/false_negative": 0.08053870648867195, "mask_rcnn/false_positive": 0.10833411583401151, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1576421421486884, "total_loss": 0.7360155291971751} {"data_time": 0.012214014073833823, "eta_seconds": 44723.68898081593, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31935307017543857, "fast_rcnn/fg_cls_accuracy": 0.6496569113756614, "iteration": 51539, "loss_box_reg": 0.22655636630952358, "loss_cls": 0.1790899159386754, "loss_mask": 0.24015225656330585, "loss_rpn_cls": 0.02664067584555596, "loss_rpn_loc": 0.06645010644569993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990413273360192, "mask_rcnn/false_negative": 0.07924610587190967, "mask_rcnn/false_positive": 0.12157464306983502, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1712384880520403, "total_loss": 0.7332966016838327} {"data_time": 0.012700873427093029, "eta_seconds": 44700.431732255965, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3404698953989409, "fast_rcnn/fg_cls_accuracy": 0.640990254037398, "iteration": 51559, "loss_box_reg": 0.23369178920984268, "loss_cls": 0.19732799753546715, "loss_mask": 0.24107814393937588, "loss_rpn_cls": 0.026800439751241356, "loss_rpn_loc": 0.061307332827709615, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872772984221184, "mask_rcnn/false_negative": 0.09074358138908559, "mask_rcnn/false_positive": 0.13511567356808846, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1461737691424787, "total_loss": 0.7482412469107658} {"data_time": 0.013134448556229472, "eta_seconds": 44680.47662509605, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3220906345906346, "fast_rcnn/fg_cls_accuracy": 0.6329633204633205, "iteration": 51579, "loss_box_reg": 0.22696081642061472, "loss_cls": 0.19410169310867786, "loss_mask": 0.24732271395623684, "loss_rpn_cls": 0.024978138972073793, "loss_rpn_loc": 0.07467181980609894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922900587487337, "mask_rcnn/false_negative": 0.08593685377008842, "mask_rcnn/false_positive": 0.12116893022837166, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.162972756428644, "total_loss": 0.7740120009984821} {"data_time": 0.012095981277525425, "eta_seconds": 44657.21765756607, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31154971948938937, "fast_rcnn/fg_cls_accuracy": 0.6606427617776083, "iteration": 51599, "loss_box_reg": 0.23726622760295868, "loss_cls": 0.18797440361231565, "loss_mask": 0.2445217277854681, "loss_rpn_cls": 0.033420348874642514, "loss_rpn_loc": 0.06484837760217488, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970954965243605, "mask_rcnn/false_negative": 0.09650861326282428, "mask_rcnn/false_positive": 0.11954894115504094, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.162173500051722, "total_loss": 0.7752590209711343} {"data_time": 0.011790063930675387, "eta_seconds": 44626.23854116537, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24470272085992611, "fast_rcnn/fg_cls_accuracy": 0.7270400481782595, "iteration": 51619, "loss_box_reg": 0.2170113567262888, "loss_cls": 0.15934690413996577, "loss_mask": 0.2463899776339531, "loss_rpn_cls": 0.024038614006713033, "loss_rpn_loc": 0.06623222818598151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982574243497576, "mask_rcnn/false_negative": 0.07674547343362129, "mask_rcnn/false_positive": 0.12137017291831946, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1541502319741994, "total_loss": 0.720125776482746} {"data_time": 0.012694202596321702, "eta_seconds": 44621.936840889975, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.3293779759655355, "fast_rcnn/fg_cls_accuracy": 0.6254668229980893, "iteration": 51639, "loss_box_reg": 0.217267494648695, "loss_cls": 0.1767809046432376, "loss_mask": 0.23902397975325584, "loss_rpn_cls": 0.025643180473707616, "loss_rpn_loc": 0.07070733816362917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870896059470872, "mask_rcnn/false_negative": 0.10313114899186421, "mask_rcnn/false_positive": 0.13139063551110114, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 1.1688606133684516, "total_loss": 0.7051896763732657} {"data_time": 0.01222632615827024, "eta_seconds": 44596.72903214581, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.26922698662470496, "fast_rcnn/fg_cls_accuracy": 0.712253875157101, "iteration": 51659, "loss_box_reg": 0.23350386135280132, "loss_cls": 0.17719400580972433, "loss_mask": 0.2357325665652752, "loss_rpn_cls": 0.02603406202979386, "loss_rpn_loc": 0.07445073942653835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884140184334206, "mask_rcnn/false_negative": 0.08755266879838085, "mask_rcnn/false_positive": 0.11167866523010703, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1312608602456748, "total_loss": 0.7237907671369612} {"data_time": 0.012898530578240752, "eta_seconds": 44577.00141949579, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.28928902269569245, "fast_rcnn/fg_cls_accuracy": 0.6759803921568628, "iteration": 51679, "loss_box_reg": 0.23598788399249315, "loss_cls": 0.18266110867261887, "loss_mask": 0.2388559766113758, "loss_rpn_cls": 0.025101994397118688, "loss_rpn_loc": 0.06965294084511697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903733766233766, "mask_rcnn/false_negative": 0.09523942966413562, "mask_rcnn/false_positive": 0.11952235682922596, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1815926264971495, "total_loss": 0.7498606350272894} {"data_time": 0.012908424017950892, "eta_seconds": 44546.69827204198, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2761217948717949, "fast_rcnn/fg_cls_accuracy": 0.6444017974162142, "iteration": 51699, "loss_box_reg": 0.2180010136216879, "loss_cls": 0.1742076352238655, "loss_mask": 0.23967120610177517, "loss_rpn_cls": 0.02984308570739813, "loss_rpn_loc": 0.0691189575009048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953157506376312, "mask_rcnn/false_negative": 0.09307764446905623, "mask_rcnn/false_positive": 0.1177470104326038, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1423431339208037, "total_loss": 0.7208631206303835} {"data_time": 0.011560291983187199, "eta_seconds": 44528.87753569521, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.29833399510290515, "fast_rcnn/fg_cls_accuracy": 0.6643113457195505, "iteration": 51719, "loss_box_reg": 0.2295691892504692, "loss_cls": 0.18713126704096794, "loss_mask": 0.2375226840376854, "loss_rpn_cls": 0.022866810439154506, "loss_rpn_loc": 0.06947460235096514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958245446446977, "mask_rcnn/false_negative": 0.09332459739051525, "mask_rcnn/false_positive": 0.11175718090656048, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1656736661680043, "total_loss": 0.7607931342790835} {"data_time": 0.0122921671718359, "eta_seconds": 44499.338449207135, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2669098143236074, "fast_rcnn/fg_cls_accuracy": 0.6914307191180156, "iteration": 51739, "loss_box_reg": 0.22706869337707758, "loss_cls": 0.17360197706148028, "loss_mask": 0.22552677430212498, "loss_rpn_cls": 0.02537424850743264, "loss_rpn_loc": 0.07083577755838633, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001157277624114, "mask_rcnn/false_negative": 0.0976248684504788, "mask_rcnn/false_positive": 0.10615190895866955, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1532496199943125, "total_loss": 0.7100705092889257} {"data_time": 0.01155260088853538, "eta_seconds": 44463.45392949879, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.27876637054675335, "fast_rcnn/fg_cls_accuracy": 0.6992535946515248, "iteration": 51759, "loss_box_reg": 0.24727296829223633, "loss_cls": 0.20080367010086775, "loss_mask": 0.2536251563578844, "loss_rpn_cls": 0.029873050283640623, "loss_rpn_loc": 0.07131654152181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832168848285402, "mask_rcnn/false_negative": 0.10146757550721686, "mask_rcnn/false_positive": 0.12741236449832694, "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": 1.159854554804042, "total_loss": 0.7938631067518145} {"data_time": 0.012186464620754123, "eta_seconds": 44452.81535621267, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3092246399019307, "fast_rcnn/fg_cls_accuracy": 0.668548397771042, "iteration": 51779, "loss_box_reg": 0.24481729697436094, "loss_cls": 0.19294706918299198, "loss_mask": 0.24295351095497608, "loss_rpn_cls": 0.03327483660541475, "loss_rpn_loc": 0.07914732163771987, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905997596667126, "mask_rcnn/false_negative": 0.09875932124374698, "mask_rcnn/false_positive": 0.12497618820573014, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.1718717846088111, "total_loss": 0.7895826975000091} {"data_time": 0.012498301453888416, "eta_seconds": 44435.818230500445, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3011105814220386, "fast_rcnn/fg_cls_accuracy": 0.6696367072994922, "iteration": 51799, "loss_box_reg": 0.22875049710273743, "loss_cls": 0.1680108280852437, "loss_mask": 0.23191352002322674, "loss_rpn_cls": 0.022750796299078502, "loss_rpn_loc": 0.06968295620754361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983992688640232, "mask_rcnn/false_negative": 0.08720508167229975, "mask_rcnn/false_positive": 0.09898893550394341, "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": 1.1529593744780868, "total_loss": 0.7221227299742168} {"data_time": 0.0118598488625139, "eta_seconds": 44420.49982944038, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.290912903676779, "fast_rcnn/fg_cls_accuracy": 0.6941283344131151, "iteration": 51819, "loss_box_reg": 0.23799987882375717, "loss_cls": 0.18805649690330029, "loss_mask": 0.2512781713157892, "loss_rpn_cls": 0.024734889157116413, "loss_rpn_loc": 0.06824627425521612, "lr": 0.0001, "mask_rcnn/accuracy": 0.883816299688633, "mask_rcnn/false_negative": 0.1060488535657777, "mask_rcnn/false_positive": 0.13419173370450058, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1728406820911914, "total_loss": 0.7493015044019558} {"data_time": 0.012215845519676805, "eta_seconds": 44394.71403831616, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3089761305993528, "fast_rcnn/fg_cls_accuracy": 0.6632435528262564, "iteration": 51839, "loss_box_reg": 0.24713097140192986, "loss_cls": 0.199190990999341, "loss_mask": 0.24476543441414833, "loss_rpn_cls": 0.02797618554905057, "loss_rpn_loc": 0.07439476856961846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985298825085992, "mask_rcnn/false_negative": 0.08695051232791828, "mask_rcnn/false_positive": 0.12077380059519283, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1439641939941794, "total_loss": 0.8136150582577102} {"data_time": 0.011715924832969904, "eta_seconds": 44371.44636848476, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2685683881336055, "fast_rcnn/fg_cls_accuracy": 0.7102021357742181, "iteration": 51859, "loss_box_reg": 0.22912630951032043, "loss_cls": 0.19245155062526464, "loss_mask": 0.23502195812761784, "loss_rpn_cls": 0.033106875576777384, "loss_rpn_loc": 0.06909400317817926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966978425010289, "mask_rcnn/false_negative": 0.0953750158818671, "mask_rcnn/false_positive": 0.10335088892273227, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1483693134505302, "total_loss": 0.7733942817430943} {"data_time": 0.013129121856763959, "eta_seconds": 44348.178698653355, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.31477461178953714, "fast_rcnn/fg_cls_accuracy": 0.6762192079118088, "iteration": 51879, "loss_box_reg": 0.2122290525585413, "loss_cls": 0.17996085807681084, "loss_mask": 0.244062514975667, "loss_rpn_cls": 0.027703842788469046, "loss_rpn_loc": 0.0675235171802342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920996376086994, "mask_rcnn/false_negative": 0.09512650574434256, "mask_rcnn/false_positive": 0.10864415924958537, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1407796384301037, "total_loss": 0.7371337197255343} {"data_time": 0.013001637998968363, "eta_seconds": 44330.33371581696, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3113302139037433, "fast_rcnn/fg_cls_accuracy": 0.6544376959247649, "iteration": 51899, "loss_box_reg": 0.23698728531599045, "loss_cls": 0.19474104139953852, "loss_mask": 0.239847794175148, "loss_rpn_cls": 0.029309801291674376, "loss_rpn_loc": 0.07297723833471537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979774190799801, "mask_rcnn/false_negative": 0.09586287645940313, "mask_rcnn/false_positive": 0.1075577731886949, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.172665994381532, "total_loss": 0.7846263285027817} {"data_time": 0.011880412930622697, "eta_seconds": 44309.012271910906, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30171807747489243, "fast_rcnn/fg_cls_accuracy": 0.6644409937888198, "iteration": 51919, "loss_box_reg": 0.22872335091233253, "loss_cls": 0.1778197819367051, "loss_mask": 0.25017860531806946, "loss_rpn_cls": 0.026933184824883938, "loss_rpn_loc": 0.07849678164348006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926493095468067, "mask_rcnn/false_negative": 0.09595197089007965, "mask_rcnn/false_positive": 0.11769174052218687, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1656035799533129, "total_loss": 0.7617899931501597} {"data_time": 0.012310048332437873, "eta_seconds": 44292.77500005439, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27030408690908225, "fast_rcnn/fg_cls_accuracy": 0.6952430086102612, "iteration": 51939, "loss_box_reg": 0.22935111727565527, "loss_cls": 0.19276391016319394, "loss_mask": 0.23703516833484173, "loss_rpn_cls": 0.027840159134939313, "loss_rpn_loc": 0.07075799535959959, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961086580154449, "mask_rcnn/false_negative": 0.08749489931879106, "mask_rcnn/false_positive": 0.11468288316934291, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1703608147799969, "total_loss": 0.7577715485822409} {"data_time": 0.012607915559783578, "eta_seconds": 44265.135111976415, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2754295996401259, "fast_rcnn/fg_cls_accuracy": 0.6876509888205795, "iteration": 51959, "loss_box_reg": 0.22637693583965302, "loss_cls": 0.18900111597031355, "loss_mask": 0.24037728644907475, "loss_rpn_cls": 0.028747343691065907, "loss_rpn_loc": 0.07345873746089637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977897064258802, "mask_rcnn/false_negative": 0.09192529430032434, "mask_rcnn/false_positive": 0.10776364660609247, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1515363208018243, "total_loss": 0.7442164330277592} {"data_time": 0.011920275632292032, "eta_seconds": 44246.224527116865, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30973266499582286, "fast_rcnn/fg_cls_accuracy": 0.6715828864042663, "iteration": 51979, "loss_box_reg": 0.21736997924745083, "loss_cls": 0.17618629708886147, "loss_mask": 0.23070971481502056, "loss_rpn_cls": 0.027538528142031282, "loss_rpn_loc": 0.06561768054962158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994179461847582, "mask_rcnn/false_negative": 0.07944858132787164, "mask_rcnn/false_positive": 0.11658248660202045, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1658594908658415, "total_loss": 0.7211473187198862} {"data_time": 0.012318228371441364, "eta_seconds": 44210.926512256265, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2938824470211915, "fast_rcnn/fg_cls_accuracy": 0.678446020146694, "iteration": 51999, "loss_box_reg": 0.2212435705587268, "loss_cls": 0.1701753931120038, "loss_mask": 0.23384732753038406, "loss_rpn_cls": 0.026310850400477648, "loss_rpn_loc": 0.0693182609975338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987733100093135, "mask_rcnn/false_negative": 0.08348761378793675, "mask_rcnn/false_positive": 0.13142973818961606, "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": 1.1570925959385931, "total_loss": 0.7373445462435484} {"data_time": 0.013092522043734789, "eta_seconds": 44197.03423395753, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.27370151841982826, "fast_rcnn/fg_cls_accuracy": 0.7007324265961905, "iteration": 52019, "loss_box_reg": 0.23907185532152653, "loss_cls": 0.19119144976139069, "loss_mask": 0.24956259690225124, "loss_rpn_cls": 0.027956236735917628, "loss_rpn_loc": 0.07660822290927172, "lr": 0.0001, "mask_rcnn/accuracy": 0.893607569717076, "mask_rcnn/false_negative": 0.10031198129327296, "mask_rcnn/false_positive": 0.11985241717052647, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1704702449496835, "total_loss": 0.7958723058691248} {"data_time": 0.013737915083765984, "eta_seconds": 44165.998193454, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.33144579670948837, "fast_rcnn/fg_cls_accuracy": 0.6364028350446007, "iteration": 52039, "loss_box_reg": 0.2285036239773035, "loss_cls": 0.1775041501969099, "loss_mask": 0.2341249454766512, "loss_rpn_cls": 0.02838910766877234, "loss_rpn_loc": 0.07415795233100653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891020813791622, "mask_rcnn/false_negative": 0.10176043546035218, "mask_rcnn/false_positive": 0.11809192015078479, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1606795154511929, "total_loss": 0.7449705701437779} {"data_time": 0.013058327371254563, "eta_seconds": 44153.123581241816, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2832794868193098, "fast_rcnn/fg_cls_accuracy": 0.6881586427040973, "iteration": 52059, "loss_box_reg": 0.2247116770595312, "loss_cls": 0.1759928921237588, "loss_mask": 0.24689537845551968, "loss_rpn_cls": 0.03107245673891157, "loss_rpn_loc": 0.08054483728483319, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913691103655157, "mask_rcnn/false_negative": 0.09321415365754412, "mask_rcnn/false_positive": 0.1261620057424917, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1759001351892948, "total_loss": 0.7505732709541917} {"data_time": 0.013128983322530985, "eta_seconds": 44129.848344773054, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.291256702227627, "fast_rcnn/fg_cls_accuracy": 0.6860974648229015, "iteration": 52079, "loss_box_reg": 0.22088560461997986, "loss_cls": 0.17586735170334578, "loss_mask": 0.2406048085540533, "loss_rpn_cls": 0.028936020389664918, "loss_rpn_loc": 0.061131654772907495, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011598443530566, "mask_rcnn/false_negative": 0.09109466513061767, "mask_rcnn/false_positive": 0.10693752700345, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.1694495079573244, "total_loss": 0.7431341427145526} {"data_time": 0.012597174616530538, "eta_seconds": 44103.938848525286, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3267707496269085, "fast_rcnn/fg_cls_accuracy": 0.6515514592933948, "iteration": 52099, "loss_box_reg": 0.23321997933089733, "loss_cls": 0.19672304298728704, "loss_mask": 0.24339275620877743, "loss_rpn_cls": 0.029685425921343267, "loss_rpn_loc": 0.08022490469738841, "lr": 0.0001, "mask_rcnn/accuracy": 0.898546269559701, "mask_rcnn/false_negative": 0.08694412795433507, "mask_rcnn/false_positive": 0.1128715079085745, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.170833187410608, "total_loss": 0.763710010505747} {"data_time": 0.013016448821872473, "eta_seconds": 44068.966660676524, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.31392857142857145, "fast_rcnn/fg_cls_accuracy": 0.6479610750695088, "iteration": 52119, "loss_box_reg": 0.22652873396873474, "loss_cls": 0.17388803232461214, "loss_mask": 0.24060050025582314, "loss_rpn_cls": 0.029170723457355052, "loss_rpn_loc": 0.0676556034013629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892300516255083, "mask_rcnn/false_negative": 0.09333586225805815, "mask_rcnn/false_positive": 0.11723652357481099, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.157060261350125, "total_loss": 0.7270986979128793} {"data_time": 0.012250453000888228, "eta_seconds": 44035.25008017663, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.2867947958118139, "fast_rcnn/fg_cls_accuracy": 0.676812575847374, "iteration": 52139, "loss_box_reg": 0.23776485584676266, "loss_cls": 0.18607200495898724, "loss_mask": 0.24695168621838093, "loss_rpn_cls": 0.027931801043450832, "loss_rpn_loc": 0.08084450149908662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919651776794634, "mask_rcnn/false_negative": 0.0962073724714921, "mask_rcnn/false_positive": 0.1381555847616453, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.1576438867487013, "total_loss": 0.8045601332560182} {"data_time": 0.013045832747593522, "eta_seconds": 44008.6829091236, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2889281854799096, "fast_rcnn/fg_cls_accuracy": 0.6783556253912288, "iteration": 52159, "loss_box_reg": 0.22787664644420147, "loss_cls": 0.18064544862136245, "loss_mask": 0.24317613802850246, "loss_rpn_cls": 0.026755685277748853, "loss_rpn_loc": 0.0720382696017623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877908487858782, "mask_rcnn/false_negative": 0.10328253624701333, "mask_rcnn/false_positive": 0.11747887808797378, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.166827973909676, "total_loss": 0.745704221597407} {"data_time": 0.012346075614914298, "eta_seconds": 43992.14506868739, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31588266203650817, "fast_rcnn/fg_cls_accuracy": 0.6452328159645233, "iteration": 52179, "loss_box_reg": 0.24336893111467361, "loss_cls": 0.18878153152763844, "loss_mask": 0.2568919491022825, "loss_rpn_cls": 0.0308799440972507, "loss_rpn_loc": 0.07330583245493472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880637955124677, "mask_rcnn/false_negative": 0.09905686961011592, "mask_rcnn/false_positive": 0.13894629710082806, "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": 1.1655696178786457, "total_loss": 0.7951285010203719} {"data_time": 0.011317519936710596, "eta_seconds": 43972.76742886752, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30149179236912155, "fast_rcnn/fg_cls_accuracy": 0.6671059293010513, "iteration": 52199, "loss_box_reg": 0.2379243429750204, "loss_cls": 0.17766931373625994, "loss_mask": 0.24747230857610703, "loss_rpn_cls": 0.02659147744998336, "loss_rpn_loc": 0.05657503521069884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968477173141582, "mask_rcnn/false_negative": 0.09393329281768664, "mask_rcnn/false_positive": 0.10765722785125156, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1680111759342253, "total_loss": 0.7717952052480541} {"data_time": 0.012006885604932904, "eta_seconds": 43958.00545363687, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2747730326100232, "fast_rcnn/fg_cls_accuracy": 0.692728901192851, "iteration": 52219, "loss_box_reg": 0.23674827627837658, "loss_cls": 0.17885770834982395, "loss_mask": 0.2373120468109846, "loss_rpn_cls": 0.028097293397877365, "loss_rpn_loc": 0.07336942199617624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996989539602798, "mask_rcnn/false_negative": 0.1039032492397113, "mask_rcnn/false_positive": 0.12408405651128443, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1633991794660687, "total_loss": 0.7878191480995156} {"data_time": 0.011855286778882146, "eta_seconds": 43937.73865163326, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.26408751849951284, "fast_rcnn/fg_cls_accuracy": 0.6971495369121482, "iteration": 52239, "loss_box_reg": 0.23520020861178637, "loss_cls": 0.1885515796020627, "loss_mask": 0.2556413747370243, "loss_rpn_cls": 0.027527054538950324, "loss_rpn_loc": 0.06584482500329614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990221932026778, "mask_rcnn/false_negative": 0.08524254285872235, "mask_rcnn/false_positive": 0.11261773053566015, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1687297287862748, "total_loss": 0.7879493326181546} {"data_time": 0.012729162350296974, "eta_seconds": 43914.46654429659, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.34490408316364807, "fast_rcnn/fg_cls_accuracy": 0.6248001478674738, "iteration": 52259, "loss_box_reg": 0.25467798206955194, "loss_cls": 0.21254615113139153, "loss_mask": 0.25728032924234867, "loss_rpn_cls": 0.02765936334617436, "loss_rpn_loc": 0.08192035369575024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930744472750431, "mask_rcnn/false_negative": 0.09432018346051435, "mask_rcnn/false_positive": 0.11925221896945609, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.138675654772669, "total_loss": 0.8541481689317152} {"data_time": 0.012577639427036047, "eta_seconds": 43870.42539212853, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3139065435503857, "fast_rcnn/fg_cls_accuracy": 0.64613880742913, "iteration": 52279, "loss_box_reg": 0.23830301500856876, "loss_cls": 0.19575803447514772, "loss_mask": 0.2497598696500063, "loss_rpn_cls": 0.0278858874225989, "loss_rpn_loc": 0.07779224240221083, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828508326774772, "mask_rcnn/false_negative": 0.09551767204168445, "mask_rcnn/false_positive": 0.13881490705320426, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.137314974097535, "total_loss": 0.8008381020044908} {"data_time": 0.012728109955787659, "eta_seconds": 43839.10947048571, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.291615925058548, "fast_rcnn/fg_cls_accuracy": 0.6741207828899429, "iteration": 52299, "loss_box_reg": 0.23858126625418663, "loss_cls": 0.2005021832883358, "loss_mask": 0.24262616783380508, "loss_rpn_cls": 0.027578911802265793, "loss_rpn_loc": 0.07031784066930413, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900661596605856, "mask_rcnn/false_negative": 0.0989234152959084, "mask_rcnn/false_positive": 0.1196468776447652, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1560970079153776, "total_loss": 0.7870441215345636} {"data_time": 0.01206132397055626, "eta_seconds": 43804.84349509701, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.29414962848246207, "fast_rcnn/fg_cls_accuracy": 0.6536113766329593, "iteration": 52319, "loss_box_reg": 0.2115728808566928, "loss_cls": 0.17201788630336523, "loss_mask": 0.24823771603405476, "loss_rpn_cls": 0.030447294237092137, "loss_rpn_loc": 0.0707151466049254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975765954663818, "mask_rcnn/false_negative": 0.09586819246183732, "mask_rcnn/false_positive": 0.09949410166852446, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.1606145848054439, "total_loss": 0.7353366154129617} {"data_time": 0.01305986219085753, "eta_seconds": 43759.43865781184, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.32308650026679314, "fast_rcnn/fg_cls_accuracy": 0.6344249809596345, "iteration": 52339, "loss_box_reg": 0.24622882716357708, "loss_cls": 0.19677715189754963, "loss_mask": 0.24659179337322712, "loss_rpn_cls": 0.031152044772170484, "loss_rpn_loc": 0.0747620576294139, "lr": 0.0001, "mask_rcnn/accuracy": 0.886584415664861, "mask_rcnn/false_negative": 0.08985247726097388, "mask_rcnn/false_positive": 0.13536787716993925, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 204.375, "rpn/num_pos_anchors": 51.625, "time": 1.1549953729845583, "total_loss": 0.8014973138924688} {"data_time": 0.012659403029829264, "eta_seconds": 43729.91720617749, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.27668322071155255, "fast_rcnn/fg_cls_accuracy": 0.686135637002689, "iteration": 52359, "loss_box_reg": 0.22859850712120533, "loss_cls": 0.1904146522283554, "loss_mask": 0.2365450095385313, "loss_rpn_cls": 0.024780046311207116, "loss_rpn_loc": 0.06951087014749646, "lr": 0.0001, "mask_rcnn/accuracy": 0.897836018210101, "mask_rcnn/false_negative": 0.08379167111033109, "mask_rcnn/false_positive": 0.10363461208964148, "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": 1.136529966024682, "total_loss": 0.7468649739603279} {"data_time": 0.013295210897922516, "eta_seconds": 43723.31806393806, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.27533783783783783, "fast_rcnn/fg_cls_accuracy": 0.6977052524222336, "iteration": 52379, "loss_box_reg": 0.241049999371171, "loss_cls": 0.19360632356256247, "loss_mask": 0.24391033314168453, "loss_rpn_cls": 0.03399968915618956, "loss_rpn_loc": 0.0756052250508219, "lr": 0.0001, "mask_rcnn/accuracy": 0.88967702896723, "mask_rcnn/false_negative": 0.10116040420473599, "mask_rcnn/false_positive": 0.11957127919617348, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1708888395223767, "total_loss": 0.7827397305518389} {"data_time": 0.013607286149635911, "eta_seconds": 43689.72101788968, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2865938183629708, "fast_rcnn/fg_cls_accuracy": 0.6859276863011373, "iteration": 52399, "loss_box_reg": 0.2303095981478691, "loss_cls": 0.17686579190194607, "loss_mask": 0.24449815042316914, "loss_rpn_cls": 0.02594582995516248, "loss_rpn_loc": 0.053467775229364634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883996328035582, "mask_rcnn/false_negative": 0.0879580090882119, "mask_rcnn/false_positive": 0.12066113002073939, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1415978425648063, "total_loss": 0.7272670961974654} {"data_time": 0.013359702425077558, "eta_seconds": 43660.20958045032, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2894025148465163, "fast_rcnn/fg_cls_accuracy": 0.6708023159636063, "iteration": 52419, "loss_box_reg": 0.22900098748505116, "loss_cls": 0.18566747289150953, "loss_mask": 0.2411079052835703, "loss_rpn_cls": 0.027887128075235523, "loss_rpn_loc": 0.06267688935622573, "lr": 0.0001, "mask_rcnn/accuracy": 0.902366863673369, "mask_rcnn/false_negative": 0.09327951749786033, "mask_rcnn/false_positive": 0.0990306816348171, "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": 1.1721154630649835, "total_loss": 0.7470696018426679} {"data_time": 0.012639930937439203, "eta_seconds": 43643.2425912749, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3124640448088606, "fast_rcnn/fg_cls_accuracy": 0.6677358006429898, "iteration": 52439, "loss_box_reg": 0.23922178894281387, "loss_cls": 0.18617821112275124, "loss_mask": 0.2444242686033249, "loss_rpn_cls": 0.031592548126354814, "loss_rpn_loc": 0.07227579480968416, "lr": 0.0001, "mask_rcnn/accuracy": 0.886392372342335, "mask_rcnn/false_negative": 0.09366065517729164, "mask_rcnn/false_positive": 0.12869598731585313, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1586932584177703, "total_loss": 0.7900002793758176} {"data_time": 0.011907054111361504, "eta_seconds": 43610.33967804629, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3084320125158471, "fast_rcnn/fg_cls_accuracy": 0.6660531635639502, "iteration": 52459, "loss_box_reg": 0.2065343363210559, "loss_cls": 0.17640606500208378, "loss_mask": 0.24414508417248726, "loss_rpn_cls": 0.026145638432353735, "loss_rpn_loc": 0.06309300474822521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911780299413535, "mask_rcnn/false_negative": 0.09204204869598795, "mask_rcnn/false_positive": 0.11835812774817872, "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": 1.1520634030457586, "total_loss": 0.726684759138152} {"data_time": 0.010937153361737728, "eta_seconds": 43583.744712881744, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.334769193594855, "fast_rcnn/fg_cls_accuracy": 0.6496872705643999, "iteration": 52479, "loss_box_reg": 0.24611706659197807, "loss_cls": 0.19202623143792152, "loss_mask": 0.2503345776349306, "loss_rpn_cls": 0.025728089618496597, "loss_rpn_loc": 0.05628877622075379, "lr": 0.0001, "mask_rcnn/accuracy": 0.890110683242237, "mask_rcnn/false_negative": 0.09940197003656517, "mask_rcnn/false_positive": 0.11580735889312956, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1417200590949506, "total_loss": 0.7934989062487148} {"data_time": 0.012553125387057662, "eta_seconds": 43560.512439580634, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.28395005743999036, "fast_rcnn/fg_cls_accuracy": 0.6684981684981685, "iteration": 52499, "loss_box_reg": 0.23142098728567362, "loss_cls": 0.19236751459538937, "loss_mask": 0.24077381566166878, "loss_rpn_cls": 0.026150465360842645, "loss_rpn_loc": 0.07189096161164343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849017963462222, "mask_rcnn/false_negative": 0.09897807064369721, "mask_rcnn/false_positive": 0.11959631267026437, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1670537109021097, "total_loss": 0.7761729778139852} {"data_time": 0.01289919251576066, "eta_seconds": 43519.51869099401, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.35261524822695034, "fast_rcnn/fg_cls_accuracy": 0.6287774725274725, "iteration": 52519, "loss_box_reg": 0.237343430519104, "loss_cls": 0.18893971666693687, "loss_mask": 0.23825158178806305, "loss_rpn_cls": 0.026943657780066133, "loss_rpn_loc": 0.07028609327971935, "lr": 0.0001, "mask_rcnn/accuracy": 0.896793947973795, "mask_rcnn/false_negative": 0.09048469454858715, "mask_rcnn/false_positive": 0.11347015659584787, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.132198526756838, "total_loss": 0.769374665513169} {"data_time": 0.013309940230101347, "eta_seconds": 43475.39382389281, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2925344576517999, "fast_rcnn/fg_cls_accuracy": 0.6868765049879602, "iteration": 52539, "loss_box_reg": 0.2305336743593216, "loss_cls": 0.19178117718547583, "loss_mask": 0.24020010977983475, "loss_rpn_cls": 0.028971878229640424, "loss_rpn_loc": 0.07142383605241776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998583080508289, "mask_rcnn/false_negative": 0.09227881799058793, "mask_rcnn/false_positive": 0.10824135770344524, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1611459457781166, "total_loss": 0.7705755916831549} {"data_time": 0.012042366899549961, "eta_seconds": 43469.79722768068, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2495901908071602, "fast_rcnn/fg_cls_accuracy": 0.7125, "iteration": 52559, "loss_box_reg": 0.23187271691858768, "loss_cls": 0.19728150870651007, "loss_mask": 0.24461672455072403, "loss_rpn_cls": 0.02986470831092447, "loss_rpn_loc": 0.07567907869815826, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033707126819372, "mask_rcnn/false_negative": 0.08697339567788359, "mask_rcnn/false_positive": 0.10720962241060457, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1660616295412183, "total_loss": 0.7654283380834386} {"data_time": 0.013433117652311921, "eta_seconds": 43451.72654637601, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2947944679216289, "fast_rcnn/fg_cls_accuracy": 0.6637633466277968, "iteration": 52579, "loss_box_reg": 0.23012590501457453, "loss_cls": 0.18277926743030548, "loss_mask": 0.2353829499334097, "loss_rpn_cls": 0.031543206539936364, "loss_rpn_loc": 0.05942904809489846, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051296682640668, "mask_rcnn/false_negative": 0.08775300530908765, "mask_rcnn/false_positive": 0.10121023531830381, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.1666813073679805, "total_loss": 0.74432028902811} {"data_time": 0.012304510455578566, "eta_seconds": 43409.53784305602, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2677241512718832, "fast_rcnn/fg_cls_accuracy": 0.7037750131648235, "iteration": 52599, "loss_box_reg": 0.24374107271432877, "loss_cls": 0.18121110368520021, "loss_mask": 0.25182356871664524, "loss_rpn_cls": 0.024345427358639427, "loss_rpn_loc": 0.06712072296068072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894999375719279, "mask_rcnn/false_negative": 0.1064408598669714, "mask_rcnn/false_positive": 0.11781097344858256, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.141350544989109, "total_loss": 0.7707119270344265} {"data_time": 0.0126664899289608, "eta_seconds": 43372.98658758402, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2898694883327567, "fast_rcnn/fg_cls_accuracy": 0.6949208881797633, "iteration": 52619, "loss_box_reg": 0.2442166805267334, "loss_cls": 0.18798010889440775, "loss_mask": 0.2395657505840063, "loss_rpn_cls": 0.029644352849572897, "loss_rpn_loc": 0.06863984430674464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935236066903826, "mask_rcnn/false_negative": 0.08689051468291116, "mask_rcnn/false_positive": 0.12879220915966397, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1288950166199356, "total_loss": 0.7746318873250857} {"data_time": 0.011885163141414523, "eta_seconds": 43339.983957055956, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29153934300993123, "fast_rcnn/fg_cls_accuracy": 0.6965350223546944, "iteration": 52639, "loss_box_reg": 0.21871358342468739, "loss_cls": 0.16315764281898737, "loss_mask": 0.24585289135575294, "loss_rpn_cls": 0.025896806735545397, "loss_rpn_loc": 0.06195431621745229, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949585040041714, "mask_rcnn/false_negative": 0.09211901967131547, "mask_rcnn/false_positive": 0.11071982739477473, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1346248190384358, "total_loss": 0.7201541375834495} {"data_time": 0.013619774719700217, "eta_seconds": 43316.78268084768, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2828415459994408, "fast_rcnn/fg_cls_accuracy": 0.6898742355069343, "iteration": 52659, "loss_box_reg": 0.22773974481970072, "loss_cls": 0.19147501280531287, "loss_mask": 0.24869752675294876, "loss_rpn_cls": 0.02594516205135733, "loss_rpn_loc": 0.07143152318894863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894494764345577, "mask_rcnn/false_negative": 0.09130939248104329, "mask_rcnn/false_positive": 0.1228387534598111, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1465584291145205, "total_loss": 0.7444016341469251} {"data_time": 0.0125848522875458, "eta_seconds": 43279.10193379037, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2673418095801301, "fast_rcnn/fg_cls_accuracy": 0.7213926670609108, "iteration": 52679, "loss_box_reg": 0.22653388418257236, "loss_cls": 0.1837000446394086, "loss_mask": 0.23875755816698074, "loss_rpn_cls": 0.028731594793498516, "loss_rpn_loc": 0.06622399715706706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992424143570472, "mask_rcnn/false_negative": 0.08759220645850756, "mask_rcnn/false_positive": 0.11153452767774354, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1583611625246704, "total_loss": 0.7466832783538848} {"data_time": 0.011124114971607924, "eta_seconds": 43262.03570317011, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.277470361014208, "fast_rcnn/fg_cls_accuracy": 0.6872931034482759, "iteration": 52699, "loss_box_reg": 0.2519515622407198, "loss_cls": 0.21067588590085506, "loss_mask": 0.25756743364036083, "loss_rpn_cls": 0.028026486397720873, "loss_rpn_loc": 0.0739471553824842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893731509229807, "mask_rcnn/false_negative": 0.09491210244681247, "mask_rcnn/false_positive": 0.12529038713676416, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1634802345652133, "total_loss": 0.8659193894127384} {"data_time": 0.012174627045169473, "eta_seconds": 43235.77892333269, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.33124740556247406, "fast_rcnn/fg_cls_accuracy": 0.6498320765477473, "iteration": 52719, "loss_box_reg": 0.23798111453652382, "loss_cls": 0.1867706933990121, "loss_mask": 0.2340371087193489, "loss_rpn_cls": 0.024372544954530895, "loss_rpn_loc": 0.07529380958294496, "lr": 0.0001, "mask_rcnn/accuracy": 0.896555921002532, "mask_rcnn/false_negative": 0.08835573142210465, "mask_rcnn/false_positive": 0.11794678567393219, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1632430541794747, "total_loss": 0.7618294432759285} {"data_time": 0.012945218477398157, "eta_seconds": 43221.395251834765, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3173648406731113, "fast_rcnn/fg_cls_accuracy": 0.6650912996777658, "iteration": 52739, "loss_box_reg": 0.2377520129084587, "loss_cls": 0.197408732958138, "loss_mask": 0.243315938860178, "loss_rpn_cls": 0.02732247917447239, "loss_rpn_loc": 0.06626614811830223, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868829760819991, "mask_rcnn/false_negative": 0.10143623876282351, "mask_rcnn/false_positive": 0.13121691147242037, "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": 1.160275889094919, "total_loss": 0.7846120845060796} {"data_time": 0.012013284023851156, "eta_seconds": 43195.27157028206, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2718199757134183, "fast_rcnn/fg_cls_accuracy": 0.6800051991119355, "iteration": 52759, "loss_box_reg": 0.23230165615677834, "loss_cls": 0.18190337345004082, "loss_mask": 0.23023322597146034, "loss_rpn_cls": 0.024567656277213246, "loss_rpn_loc": 0.06443195906467736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914489019983127, "mask_rcnn/false_negative": 0.08787938243030383, "mask_rcnn/false_positive": 0.12538997049268638, "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": 1.156489484012127, "total_loss": 0.7529349895194173} {"data_time": 0.013462505768984556, "eta_seconds": 43166.19344223291, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3467479335392836, "fast_rcnn/fg_cls_accuracy": 0.6380338694216636, "iteration": 52779, "loss_box_reg": 0.21980395633727312, "loss_cls": 0.19275449961423874, "loss_mask": 0.24494505859911442, "loss_rpn_cls": 0.02859419205924496, "loss_rpn_loc": 0.06678769737482071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948725792847902, "mask_rcnn/false_negative": 0.09210687297989163, "mask_rcnn/false_positive": 0.1253643729551269, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1636034573893994, "total_loss": 0.7520300614705775} {"data_time": 0.012298849876970053, "eta_seconds": 43136.48039381951, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2956565656565656, "fast_rcnn/fg_cls_accuracy": 0.6835982778605729, "iteration": 52799, "loss_box_reg": 0.202586367726326, "loss_cls": 0.1616895543411374, "loss_mask": 0.23741930350661278, "loss_rpn_cls": 0.027804484241642058, "loss_rpn_loc": 0.056442584842443466, "lr": 0.0001, "mask_rcnn/accuracy": 0.90161372690745, "mask_rcnn/false_negative": 0.08877140254806291, "mask_rcnn/false_positive": 0.10618155406429049, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.1527057469356805, "total_loss": 0.6936827191966586} {"data_time": 0.011203426867723465, "eta_seconds": 43105.0886803586, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3108289959517772, "fast_rcnn/fg_cls_accuracy": 0.661723163841808, "iteration": 52819, "loss_box_reg": 0.21830570418387651, "loss_cls": 0.1873309100046754, "loss_mask": 0.23080618493258953, "loss_rpn_cls": 0.024775609956122935, "loss_rpn_loc": 0.053596665151417255, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050926757406543, "mask_rcnn/false_negative": 0.08583427159728524, "mask_rcnn/false_positive": 0.10554963415584145, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1710143676027656, "total_loss": 0.7283994591562077} {"data_time": 0.011960343224927783, "eta_seconds": 43079.50916956179, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.27177000283112784, "fast_rcnn/fg_cls_accuracy": 0.6987066431510875, "iteration": 52839, "loss_box_reg": 0.23521713446825743, "loss_cls": 0.19029729394242167, "loss_mask": 0.24298613145947456, "loss_rpn_cls": 0.03035514644579962, "loss_rpn_loc": 0.06897315115202218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969951506546014, "mask_rcnn/false_negative": 0.0839131738578357, "mask_rcnn/false_positive": 0.11173979036616541, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.138642726931721, "total_loss": 0.7789228771871421} {"data_time": 0.012016964610666037, "eta_seconds": 43062.27078510448, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3062216828478964, "fast_rcnn/fg_cls_accuracy": 0.658895913298713, "iteration": 52859, "loss_box_reg": 0.23578520864248276, "loss_cls": 0.20009314641356468, "loss_mask": 0.2527085281908512, "loss_rpn_cls": 0.028258772799745202, "loss_rpn_loc": 0.06726014730520546, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000807017991278, "mask_rcnn/false_negative": 0.08312407795918184, "mask_rcnn/false_positive": 0.12752081760070116, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1605958745349199, "total_loss": 0.7766257592011243} {"data_time": 0.012039535446092486, "eta_seconds": 43056.08165115118, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34628329681734316, "fast_rcnn/fg_cls_accuracy": 0.6397879464285714, "iteration": 52879, "loss_box_reg": 0.2379260342568159, "loss_cls": 0.2052874630317092, "loss_mask": 0.23118664138019085, "loss_rpn_cls": 0.02913322055246681, "loss_rpn_loc": 0.07555646146647632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989940357676172, "mask_rcnn/false_negative": 0.10303853493546881, "mask_rcnn/false_positive": 0.10505857931861212, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1760069474112242, "total_loss": 0.7847788187209517} {"data_time": 0.011763621121644974, "eta_seconds": 43015.89246438816, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.27912922832980974, "fast_rcnn/fg_cls_accuracy": 0.6995478036175711, "iteration": 52899, "loss_box_reg": 0.22041330114006996, "loss_cls": 0.18121775053441525, "loss_mask": 0.2401412483304739, "loss_rpn_cls": 0.026338419993408024, "loss_rpn_loc": 0.0710714067099616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956728691976903, "mask_rcnn/false_negative": 0.09677057047371003, "mask_rcnn/false_positive": 0.11080439491261204, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1497397327329963, "total_loss": 0.7422088147141039} {"data_time": 0.01324831205420196, "eta_seconds": 42989.152454752475, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28205093725627306, "fast_rcnn/fg_cls_accuracy": 0.6900479233226837, "iteration": 52919, "loss_box_reg": 0.23232822678983212, "loss_cls": 0.19217666890472174, "loss_mask": 0.24507040157914162, "loss_rpn_cls": 0.027583377552218735, "loss_rpn_loc": 0.07085764710791409, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935325214273773, "mask_rcnn/false_negative": 0.09041749430000724, "mask_rcnn/false_positive": 0.12006845737221433, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.163163110613823, "total_loss": 0.7580307275056839} {"data_time": 0.011950558982789516, "eta_seconds": 42960.36669961177, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3331796993662599, "fast_rcnn/fg_cls_accuracy": 0.6323790872389916, "iteration": 52939, "loss_box_reg": 0.24816928058862686, "loss_cls": 0.20404385775327682, "loss_mask": 0.24718699231743813, "loss_rpn_cls": 0.0332061211229302, "loss_rpn_loc": 0.08689995808526874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879871008490269, "mask_rcnn/false_negative": 0.09620834323131303, "mask_rcnn/false_positive": 0.12746717565678656, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1615156228654087, "total_loss": 0.8237034247722477} {"data_time": 0.01404500287026167, "eta_seconds": 42950.947144813836, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3037625932173995, "fast_rcnn/fg_cls_accuracy": 0.6685216969192629, "iteration": 52959, "loss_box_reg": 0.2501097023487091, "loss_cls": 0.19614219572395086, "loss_mask": 0.248393002897501, "loss_rpn_cls": 0.030657938914373517, "loss_rpn_loc": 0.06632655812427402, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007161219925637, "mask_rcnn/false_negative": 0.08938971574215271, "mask_rcnn/false_positive": 0.11520676796751808, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.169694714481011, "total_loss": 0.7994432982522994} {"data_time": 0.013031749986112118, "eta_seconds": 42933.29366252292, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2693374422187982, "fast_rcnn/fg_cls_accuracy": 0.6890390390390391, "iteration": 52979, "loss_box_reg": 0.2531781829893589, "loss_cls": 0.1901661939918995, "loss_mask": 0.2470848448574543, "loss_rpn_cls": 0.0320903129177168, "loss_rpn_loc": 0.07551260129548609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903694712514301, "mask_rcnn/false_negative": 0.10041361917815317, "mask_rcnn/false_positive": 0.11841258778745911, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1681039917748421, "total_loss": 0.8118366613634862} {"data_time": 0.012396473670378327, "eta_seconds": 42912.96227625571, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2910842928391109, "fast_rcnn/fg_cls_accuracy": 0.6734865900383142, "iteration": 52999, "loss_box_reg": 0.21610945463180542, "loss_cls": 0.19123777467757463, "loss_mask": 0.2400803081691265, "loss_rpn_cls": 0.030913210124708712, "loss_rpn_loc": 0.06854980974458158, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013045632678887, "mask_rcnn/false_negative": 0.09052486894420309, "mask_rcnn/false_positive": 0.11271174458008651, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1570039635989815, "total_loss": 0.7364316955936374} {"data_time": 0.011440831003710628, "eta_seconds": 42870.83555140998, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.284955005624297, "fast_rcnn/fg_cls_accuracy": 0.7000416714020532, "iteration": 53019, "loss_box_reg": 0.2335593681782484, "loss_cls": 0.18704837933182716, "loss_mask": 0.2412362713366747, "loss_rpn_cls": 0.026889911154285073, "loss_rpn_loc": 0.062277939170598984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901650349238475, "mask_rcnn/false_negative": 0.09135707572063043, "mask_rcnn/false_positive": 0.11845134028006267, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1554018545430154, "total_loss": 0.7809216572204605} {"data_time": 0.013243518769741058, "eta_seconds": 42847.64959383756, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.37409523239815756, "fast_rcnn/fg_cls_accuracy": 0.6204462523179997, "iteration": 53039, "loss_box_reg": 0.2397636752575636, "loss_cls": 0.19793192017823458, "loss_mask": 0.24611551500856876, "loss_rpn_cls": 0.030044617713429034, "loss_rpn_loc": 0.06744194054044783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8716447888679282, "mask_rcnn/false_negative": 0.10279562639377779, "mask_rcnn/false_positive": 0.14598156203006857, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1600024621002376, "total_loss": 0.79208366246894} {"data_time": 0.012864131480455399, "eta_seconds": 42816.97508008219, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2653015940639756, "fast_rcnn/fg_cls_accuracy": 0.717712045616536, "iteration": 53059, "loss_box_reg": 0.21685987897217274, "loss_cls": 0.17653536424040794, "loss_mask": 0.24664605595171452, "loss_rpn_cls": 0.030373708825209178, "loss_rpn_loc": 0.07082686107605696, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010387542893394, "mask_rcnn/false_negative": 0.0917193548339511, "mask_rcnn/false_positive": 0.1070836070951137, "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": 1.1550623350776732, "total_loss": 0.7383244355442002} {"data_time": 0.012277183355763555, "eta_seconds": 42793.79317695275, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.322386467540384, "fast_rcnn/fg_cls_accuracy": 0.6518557088721109, "iteration": 53079, "loss_box_reg": 0.21882346644997597, "loss_cls": 0.18233673926442862, "loss_mask": 0.24630415253341198, "loss_rpn_cls": 0.030528339091688395, "loss_rpn_loc": 0.07609363424126059, "lr": 0.0001, "mask_rcnn/accuracy": 0.893242942931119, "mask_rcnn/false_negative": 0.08637957717969183, "mask_rcnn/false_positive": 0.1244265622616754, "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": 1.1671725122723728, "total_loss": 0.7591589653166011} {"data_time": 0.011314509436488152, "eta_seconds": 42770.15761085786, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3090170278637771, "fast_rcnn/fg_cls_accuracy": 0.6426042639277934, "iteration": 53099, "loss_box_reg": 0.22101512551307678, "loss_cls": 0.18475468456745148, "loss_mask": 0.23009996116161346, "loss_rpn_cls": 0.02635694673517719, "loss_rpn_loc": 0.060245947912335396, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022902002881752, "mask_rcnn/false_negative": 0.08954115620837239, "mask_rcnn/false_positive": 0.11398111369798777, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1608935622498393, "total_loss": 0.7326453544083051} {"data_time": 0.012336064130067825, "eta_seconds": 42746.470689475536, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.29303771239121423, "fast_rcnn/fg_cls_accuracy": 0.6693235880908532, "iteration": 53119, "loss_box_reg": 0.22519900277256966, "loss_cls": 0.17921922728419304, "loss_mask": 0.2313349638134241, "loss_rpn_cls": 0.026029399188701063, "loss_rpn_loc": 0.07081392407417297, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080465367965368, "mask_rcnn/false_negative": 0.08895342225377843, "mask_rcnn/false_positive": 0.10450447196620108, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.153660596581176, "total_loss": 0.7245558291906491} {"data_time": 0.012368260882794857, "eta_seconds": 42724.11576608196, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29760150762377935, "fast_rcnn/fg_cls_accuracy": 0.6755871510174742, "iteration": 53139, "loss_box_reg": 0.22951672412455082, "loss_cls": 0.189463815651834, "loss_mask": 0.23574873059988022, "loss_rpn_cls": 0.02638076466973871, "loss_rpn_loc": 0.06338606355711818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952671407625856, "mask_rcnn/false_negative": 0.09907222955895446, "mask_rcnn/false_positive": 0.11923524993798398, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1569410902447999, "total_loss": 0.7476872922561597} {"data_time": 0.013240713626146317, "eta_seconds": 42695.97772012465, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3143189230057438, "fast_rcnn/fg_cls_accuracy": 0.6666497398918944, "iteration": 53159, "loss_box_reg": 0.2549880500882864, "loss_cls": 0.18326517287641764, "loss_mask": 0.2418267633765936, "loss_rpn_cls": 0.029448459565173835, "loss_rpn_loc": 0.06412647548131645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985138211734323, "mask_rcnn/false_negative": 0.08996900583473873, "mask_rcnn/false_positive": 0.11699319556008247, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.159880326129496, "total_loss": 0.7860061470419168} {"data_time": 0.012362337205559015, "eta_seconds": 42645.96617058385, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.35695911954805204, "fast_rcnn/fg_cls_accuracy": 0.613098966489195, "iteration": 53179, "loss_box_reg": 0.23683627508580685, "loss_cls": 0.19368406664580107, "loss_mask": 0.2468633595854044, "loss_rpn_cls": 0.027352388482540846, "loss_rpn_loc": 0.07016297173686326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907730506667465, "mask_rcnn/false_negative": 0.10633541681826059, "mask_rcnn/false_positive": 0.1161438942534892, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1500900357495993, "total_loss": 0.7791133699938655} {"data_time": 0.011271800845861435, "eta_seconds": 42615.14730900526, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.37680041152263377, "fast_rcnn/fg_cls_accuracy": 0.6077156836931719, "iteration": 53199, "loss_box_reg": 0.2477819249033928, "loss_cls": 0.19659741315990686, "loss_mask": 0.2491979543119669, "loss_rpn_cls": 0.02473417791770771, "loss_rpn_loc": 0.07123596966266632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868219720493329, "mask_rcnn/false_negative": 0.08510106732146006, "mask_rcnn/false_positive": 0.1329939556168091, "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": 1.1603674639482051, "total_loss": 0.7775585404597223} {"data_time": 0.012926488183438778, "eta_seconds": 42595.98127552774, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.26154213312505425, "fast_rcnn/fg_cls_accuracy": 0.7106505086916308, "iteration": 53219, "loss_box_reg": 0.2238451112061739, "loss_cls": 0.18818405829370022, "loss_mask": 0.23662925511598587, "loss_rpn_cls": 0.025677640223875642, "loss_rpn_loc": 0.06252144381869584, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054322984399228, "mask_rcnn/false_negative": 0.07732273371661649, "mask_rcnn/false_positive": 0.10620205480850163, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1630040060263127, "total_loss": 0.7577818532008678} {"data_time": 0.013131187530234456, "eta_seconds": 42563.40712421574, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2955440938278979, "fast_rcnn/fg_cls_accuracy": 0.6835126910269698, "iteration": 53239, "loss_box_reg": 0.2437828630208969, "loss_cls": 0.18445749953389168, "loss_mask": 0.245894031599164, "loss_rpn_cls": 0.027462376398034394, "loss_rpn_loc": 0.07783049184945412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979615902964959, "mask_rcnn/false_negative": 0.09042253535201017, "mask_rcnn/false_positive": 0.12399389881685556, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1462062294594944, "total_loss": 0.7626501276972704} {"data_time": 0.012156898621469736, "eta_seconds": 42538.284339630045, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2641550753875557, "fast_rcnn/fg_cls_accuracy": 0.7191293183940243, "iteration": 53259, "loss_box_reg": 0.2207456361502409, "loss_cls": 0.17537833843380213, "loss_mask": 0.23684120550751686, "loss_rpn_cls": 0.027883842936716974, "loss_rpn_loc": 0.06896097434218973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936667680043715, "mask_rcnn/false_negative": 0.09156583941825547, "mask_rcnn/false_positive": 0.11532408340209158, "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": 1.142385870916769, "total_loss": 0.7198822029167786} {"data_time": 0.01233149808831513, "eta_seconds": 42524.18770406395, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2789199838351182, "fast_rcnn/fg_cls_accuracy": 0.709789856536674, "iteration": 53279, "loss_box_reg": 0.2118632635101676, "loss_cls": 0.17314908653497696, "loss_mask": 0.24398716539144516, "loss_rpn_cls": 0.02375343255698681, "loss_rpn_loc": 0.06409082561731339, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012730375531355, "mask_rcnn/false_negative": 0.07758512062288103, "mask_rcnn/false_positive": 0.1128589575564943, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1583872931078076, "total_loss": 0.7187795116333291} {"data_time": 0.012782524572685361, "eta_seconds": 42517.65300973784, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28500236742424245, "fast_rcnn/fg_cls_accuracy": 0.6622199292452831, "iteration": 53299, "loss_box_reg": 0.2457605917006731, "loss_cls": 0.18794296868145466, "loss_mask": 0.23278089053928852, "loss_rpn_cls": 0.02703672663483303, "loss_rpn_loc": 0.0692956408020109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953703878245514, "mask_rcnn/false_negative": 0.09251988544011938, "mask_rcnn/false_positive": 0.1179143711719236, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.175239013042301, "total_loss": 0.7693940139142796} {"data_time": 0.013102204538881779, "eta_seconds": 42505.9395730868, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3229603793122241, "fast_rcnn/fg_cls_accuracy": 0.6549025063896446, "iteration": 53319, "loss_box_reg": 0.23501906730234623, "loss_cls": 0.1792968576774001, "loss_mask": 0.25330877862870693, "loss_rpn_cls": 0.0235564784379676, "loss_rpn_loc": 0.05949515523388982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900248027067594, "mask_rcnn/false_negative": 0.0871663690828245, "mask_rcnn/false_positive": 0.12900660578755188, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.170224120374769, "total_loss": 0.7628923221491277} {"data_time": 0.011849833419546485, "eta_seconds": 42482.76294300333, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6719763123557162, "iteration": 53339, "loss_box_reg": 0.22427182737737894, "loss_cls": 0.1913205087184906, "loss_mask": 0.23524797707796097, "loss_rpn_cls": 0.02969461982138455, "loss_rpn_loc": 0.07233907608315349, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054609763490038, "mask_rcnn/false_negative": 0.08991067663564856, "mask_rcnn/false_positive": 0.10565387730128849, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1552014870103449, "total_loss": 0.7648923335364088} {"data_time": 0.011744195595383644, "eta_seconds": 42466.75355244428, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.2859874543622634, "fast_rcnn/fg_cls_accuracy": 0.6567696481708385, "iteration": 53359, "loss_box_reg": 0.22565678134560585, "loss_cls": 0.18939035758376122, "loss_mask": 0.23378799110651016, "loss_rpn_cls": 0.025871508289128542, "loss_rpn_loc": 0.06997375399805605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976188144718705, "mask_rcnn/false_negative": 0.0918116193608159, "mask_rcnn/false_positive": 0.11412120257964978, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1591926782857627, "total_loss": 0.7368912772653857} {"data_time": 0.012184739345684648, "eta_seconds": 42429.20643561985, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2867578849721707, "fast_rcnn/fg_cls_accuracy": 0.670647804576376, "iteration": 53379, "loss_box_reg": 0.2033159015700221, "loss_cls": 0.16392128448933363, "loss_mask": 0.23527458123862743, "loss_rpn_cls": 0.022221935039851815, "loss_rpn_loc": 0.06296008924255148, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965044424840032, "mask_rcnn/false_negative": 0.080148260161787, "mask_rcnn/false_positive": 0.1204800976632043, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.161801087204367, "total_loss": 0.687256624456495} {"data_time": 0.011738728731870651, "eta_seconds": 42417.007508687675, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.35236117565055763, "fast_rcnn/fg_cls_accuracy": 0.6301109726425731, "iteration": 53399, "loss_box_reg": 0.23210453800857067, "loss_cls": 0.19217345770448446, "loss_mask": 0.24106129258871078, "loss_rpn_cls": 0.024581596488133073, "loss_rpn_loc": 0.05655040731653571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910558412190042, "mask_rcnn/false_negative": 0.10127114760274322, "mask_rcnn/false_positive": 0.1214533459424274, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1603265514131635, "total_loss": 0.7765442949603312} {"data_time": 0.012375593185424805, "eta_seconds": 42382.86104355473, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2821867375392123, "fast_rcnn/fg_cls_accuracy": 0.6997654525386314, "iteration": 53419, "loss_box_reg": 0.23261317983269691, "loss_cls": 0.1799618024379015, "loss_mask": 0.2358260303735733, "loss_rpn_cls": 0.02529300982132554, "loss_rpn_loc": 0.06860124226659536, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041271619984026, "mask_rcnn/false_negative": 0.08394081049490656, "mask_rcnn/false_positive": 0.11545470454692185, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1549450850579888, "total_loss": 0.7335980561329052} {"data_time": 0.012103324057534337, "eta_seconds": 42371.30433535203, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2860854557619795, "fast_rcnn/fg_cls_accuracy": 0.6709753068431752, "iteration": 53439, "loss_box_reg": 0.2367276679724455, "loss_cls": 0.19900078047066927, "loss_mask": 0.23802223056554794, "loss_rpn_cls": 0.026399772497825325, "loss_rpn_loc": 0.0677777212113142, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964604996789177, "mask_rcnn/false_negative": 0.09220891949587211, "mask_rcnn/false_positive": 0.11828547176042353, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1709112070966512, "total_loss": 0.7579755157930776} {"data_time": 0.01308969920501113, "eta_seconds": 42343.7031625025, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3483624544796745, "fast_rcnn/fg_cls_accuracy": 0.6501648833714868, "iteration": 53459, "loss_box_reg": 0.22024185303598642, "loss_cls": 0.1819172939285636, "loss_mask": 0.24423798732459545, "loss_rpn_cls": 0.027703321276931092, "loss_rpn_loc": 0.057821754016913474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978536813652715, "mask_rcnn/false_negative": 0.09626707426070859, "mask_rcnn/false_positive": 0.1177923536410311, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1573171243071556, "total_loss": 0.7495756690623239} {"data_time": 0.012183938175439835, "eta_seconds": 42334.297126112506, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.28824884792626726, "fast_rcnn/fg_cls_accuracy": 0.6467509751933034, "iteration": 53479, "loss_box_reg": 0.2432593647390604, "loss_cls": 0.18925761431455612, "loss_mask": 0.24189269728958607, "loss_rpn_cls": 0.028493952238932252, "loss_rpn_loc": 0.06975435162894428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950560998517225, "mask_rcnn/false_negative": 0.08317705959817911, "mask_rcnn/false_positive": 0.11945127918438064, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.16382877365686, "total_loss": 0.7723148950026371} {"data_time": 0.012693673837929964, "eta_seconds": 42290.170259424485, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.26573844827106574, "fast_rcnn/fg_cls_accuracy": 0.6910774410774412, "iteration": 53499, "loss_box_reg": 0.23716273345053196, "loss_cls": 0.1884678304195404, "loss_mask": 0.2474690042436123, "loss_rpn_cls": 0.02463670657016337, "loss_rpn_loc": 0.06779440655373037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871160427361129, "mask_rcnn/false_negative": 0.1018625147807222, "mask_rcnn/false_positive": 0.11659430181856316, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1568549850489944, "total_loss": 0.7723966555204242} {"data_time": 0.012455736519768834, "eta_seconds": 42274.17327225208, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29417940199335546, "fast_rcnn/fg_cls_accuracy": 0.6514086980959741, "iteration": 53519, "loss_box_reg": 0.24128041230142117, "loss_cls": 0.1744735362008214, "loss_mask": 0.24645685777068138, "loss_rpn_cls": 0.029172071837820113, "loss_rpn_loc": 0.07606960157863796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851320939571505, "mask_rcnn/false_negative": 0.10476341689393705, "mask_rcnn/false_positive": 0.11875464599293747, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1334900427609682, "total_loss": 0.7716115062357858} {"data_time": 0.0128727275878191, "eta_seconds": 42243.82486735936, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2625418060200669, "fast_rcnn/fg_cls_accuracy": 0.7077759197324415, "iteration": 53539, "loss_box_reg": 0.23024476319551468, "loss_cls": 0.18066526390612125, "loss_mask": 0.24260628037154675, "loss_rpn_cls": 0.02738563867751509, "loss_rpn_loc": 0.06978819752112031, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057990008323031, "mask_rcnn/false_negative": 0.07745581435468527, "mask_rcnn/false_positive": 0.11581135274267933, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.156449823640287, "total_loss": 0.7492960311938077} {"data_time": 0.013070401502773166, "eta_seconds": 42227.82001208514, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.28696425022633426, "fast_rcnn/fg_cls_accuracy": 0.6956521739130435, "iteration": 53559, "loss_box_reg": 0.24113545939326286, "loss_cls": 0.197470149025321, "loss_mask": 0.2508999705314636, "loss_rpn_cls": 0.027189132058992982, "loss_rpn_loc": 0.06888917414471507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944272206490251, "mask_rcnn/false_negative": 0.09139686283577712, "mask_rcnn/false_positive": 0.11403029028459385, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1690544623415917, "total_loss": 0.7876306660473347} {"data_time": 0.013239631429314613, "eta_seconds": 42197.47947529424, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.32144690144690147, "fast_rcnn/fg_cls_accuracy": 0.6467577302988774, "iteration": 53579, "loss_box_reg": 0.24287112802267075, "loss_cls": 0.1982055138796568, "loss_mask": 0.23946970514953136, "loss_rpn_cls": 0.026353385532274842, "loss_rpn_loc": 0.06949164962861687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956614293744836, "mask_rcnn/false_negative": 0.09102343822616205, "mask_rcnn/false_positive": 0.10508085335266229, "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": 1.1619844632223248, "total_loss": 0.7811112438794225} {"data_time": 0.011876648990437388, "eta_seconds": 42181.4667519182, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30407390806315054, "fast_rcnn/fg_cls_accuracy": 0.6659072079536039, "iteration": 53599, "loss_box_reg": 0.2181443152949214, "loss_cls": 0.1803608313202858, "loss_mask": 0.23939688317477703, "loss_rpn_cls": 0.028183469432406127, "loss_rpn_loc": 0.06514358217827976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984474742277864, "mask_rcnn/false_negative": 0.08532953472098945, "mask_rcnn/false_positive": 0.11192692068767875, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1492821355350316, "total_loss": 0.7305679129203781} {"data_time": 0.0115464695263654, "eta_seconds": 42173.01076776814, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28525409285751174, "fast_rcnn/fg_cls_accuracy": 0.6829150974291796, "iteration": 53619, "loss_box_reg": 0.22107014153152704, "loss_cls": 0.18026344384998083, "loss_mask": 0.2400818858295679, "loss_rpn_cls": 0.02663166366983205, "loss_rpn_loc": 0.06290160771459341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922121634994037, "mask_rcnn/false_negative": 0.08829648063313683, "mask_rcnn/false_positive": 0.121355159969835, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1572426138445735, "total_loss": 0.7475611004047096} {"data_time": 0.012396719539538026, "eta_seconds": 42180.262585105374, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.28825918968861197, "fast_rcnn/fg_cls_accuracy": 0.6849956255468066, "iteration": 53639, "loss_box_reg": 0.2646881006658077, "loss_cls": 0.21089137718081474, "loss_mask": 0.25035074166953564, "loss_rpn_cls": 0.03060148365329951, "loss_rpn_loc": 0.07693691283930093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922947792716436, "mask_rcnn/false_negative": 0.0915706305591372, "mask_rcnn/false_positive": 0.1177572741938819, "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": 1.1708125078584999, "total_loss": 0.8384654424735345} {"data_time": 0.01316070999018848, "eta_seconds": 42181.273018154316, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3091388443114495, "fast_rcnn/fg_cls_accuracy": 0.6618891372803538, "iteration": 53659, "loss_box_reg": 0.24629570171236992, "loss_cls": 0.20321786403656006, "loss_mask": 0.2430564910173416, "loss_rpn_cls": 0.030100791482254863, "loss_rpn_loc": 0.07737461943179369, "lr": 0.0001, "mask_rcnn/accuracy": 0.895725301398755, "mask_rcnn/false_negative": 0.0954731712612128, "mask_rcnn/false_positive": 0.11469527895144724, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1761600873433053, "total_loss": 0.7940087940660305} {"data_time": 0.012143111787736416, "eta_seconds": 42152.20415242016, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32111558881852487, "fast_rcnn/fg_cls_accuracy": 0.6735209559318989, "iteration": 53679, "loss_box_reg": 0.24031939543783665, "loss_cls": 0.19198100361973047, "loss_mask": 0.2464625220745802, "loss_rpn_cls": 0.03048453771043569, "loss_rpn_loc": 0.07066385494545102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904850643690247, "mask_rcnn/false_negative": 0.08760376030623361, "mask_rcnn/false_positive": 0.1316276981164466, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1444844275247306, "total_loss": 0.799123274278827} {"data_time": 0.012542785611003637, "eta_seconds": 42110.65819140058, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29438051400076715, "fast_rcnn/fg_cls_accuracy": 0.6763501050915798, "iteration": 53699, "loss_box_reg": 0.2329864352941513, "loss_cls": 0.18794565508142114, "loss_mask": 0.24895376712083817, "loss_rpn_cls": 0.028292705595958978, "loss_rpn_loc": 0.06724815582856536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945067675103168, "mask_rcnn/false_negative": 0.09397919481158155, "mask_rcnn/false_positive": 0.11156945423982625, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1357466336339712, "total_loss": 0.7574030228715856} {"data_time": 0.011249575996771455, "eta_seconds": 42079.6806176845, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.34079326165020396, "fast_rcnn/fg_cls_accuracy": 0.6299449548447544, "iteration": 53719, "loss_box_reg": 0.2173457434400916, "loss_cls": 0.17586123291403055, "loss_mask": 0.2345112469047308, "loss_rpn_cls": 0.0240390682592988, "loss_rpn_loc": 0.0619883353356272, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012845165722259, "mask_rcnn/false_negative": 0.08753873215095134, "mask_rcnn/false_positive": 0.12324206887211904, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1517183035612106, "total_loss": 0.7064788829884492} {"data_time": 0.011441600974649191, "eta_seconds": 42051.58463854343, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3455776086328163, "fast_rcnn/fg_cls_accuracy": 0.6362193488263731, "iteration": 53739, "loss_box_reg": 0.23051121085882187, "loss_cls": 0.1902197329327464, "loss_mask": 0.25461769104003906, "loss_rpn_cls": 0.02500029734801501, "loss_rpn_loc": 0.06958903116174042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951965658260932, "mask_rcnn/false_negative": 0.09756538708716173, "mask_rcnn/false_positive": 0.1208222185239532, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1565371644683182, "total_loss": 0.780244049266912} {"data_time": 0.012735418509691954, "eta_seconds": 42041.053797695786, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.27739973838746484, "fast_rcnn/fg_cls_accuracy": 0.6838011800464867, "iteration": 53759, "loss_box_reg": 0.24830154702067375, "loss_cls": 0.1970957899466157, "loss_mask": 0.23352580703794956, "loss_rpn_cls": 0.024549516791012138, "loss_rpn_loc": 0.0635138030629605, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002452559162566, "mask_rcnn/false_negative": 0.08819992890062744, "mask_rcnn/false_positive": 0.1146873358437557, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1665903620887548, "total_loss": 0.7769746297271922} {"data_time": 0.011112784501165152, "eta_seconds": 42015.289177270606, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3148844523451388, "fast_rcnn/fg_cls_accuracy": 0.6598801765818794, "iteration": 53779, "loss_box_reg": 0.24127290211617947, "loss_cls": 0.18180098570883274, "loss_mask": 0.2437585461884737, "loss_rpn_cls": 0.02698538458207622, "loss_rpn_loc": 0.06903818529099226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903734665970556, "mask_rcnn/false_negative": 0.09707357690897993, "mask_rcnn/false_positive": 0.13016795801151812, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1607381810899824, "total_loss": 0.7700540319783613} {"data_time": 0.011451364262029529, "eta_seconds": 42021.53766877018, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3396825396825397, "fast_rcnn/fg_cls_accuracy": 0.6043525155607488, "iteration": 53799, "loss_box_reg": 0.24004658218473196, "loss_cls": 0.1885074283927679, "loss_mask": 0.24207905679941177, "loss_rpn_cls": 0.02810314774978906, "loss_rpn_loc": 0.07150668185204268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849399589055268, "mask_rcnn/false_negative": 0.09152675196114958, "mask_rcnn/false_positive": 0.13024044383299507, "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": 1.1712100214790553, "total_loss": 0.7641619325149804} {"data_time": 0.0124713194090873, "eta_seconds": 41995.554699967615, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3256728778467909, "fast_rcnn/fg_cls_accuracy": 0.6580276134122288, "iteration": 53819, "loss_box_reg": 0.22900922410190105, "loss_cls": 0.18751293513923883, "loss_mask": 0.25214843451976776, "loss_rpn_cls": 0.03217391442740336, "loss_rpn_loc": 0.07235742290504277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848821548821548, "mask_rcnn/false_negative": 0.1042070507936829, "mask_rcnn/false_positive": 0.1320816978454623, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.165324809961021, "total_loss": 0.7852547848597169} {"data_time": 0.011551995296031237, "eta_seconds": 41972.33991019428, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3137816292576375, "fast_rcnn/fg_cls_accuracy": 0.6511998500187477, "iteration": 53839, "loss_box_reg": 0.23647888004779816, "loss_cls": 0.18961678352206945, "loss_mask": 0.24382065050303936, "loss_rpn_cls": 0.028996560955420136, "loss_rpn_loc": 0.06943135429173708, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101096249464948, "mask_rcnn/false_negative": 0.08217590882758558, "mask_rcnn/false_positive": 0.10179561751002318, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.138105335412547, "total_loss": 0.7713968313764781} {"data_time": 0.011658959556370974, "eta_seconds": 41951.595550146885, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3040781648258284, "fast_rcnn/fg_cls_accuracy": 0.641506083391681, "iteration": 53859, "loss_box_reg": 0.2326647024601698, "loss_cls": 0.18319345079362392, "loss_mask": 0.23676765710115433, "loss_rpn_cls": 0.032203247654251754, "loss_rpn_loc": 0.06950293586123735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871642348528197, "mask_rcnn/false_negative": 0.09650430663439322, "mask_rcnn/false_positive": 0.12432990229988079, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.1661335239186883, "total_loss": 0.7629186542471871} {"data_time": 0.012026577722281218, "eta_seconds": 41928.37939322926, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.31440130806640953, "fast_rcnn/fg_cls_accuracy": 0.6616915422885572, "iteration": 53879, "loss_box_reg": 0.2431125696748495, "loss_cls": 0.20343204261735082, "loss_mask": 0.24303373508155346, "loss_rpn_cls": 0.026869652851019055, "loss_rpn_loc": 0.06592716346494853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993426404872962, "mask_rcnn/false_negative": 0.08872189981821015, "mask_rcnn/false_positive": 0.10887377709224405, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1711429820861667, "total_loss": 0.7774283020407893} {"data_time": 0.011536679929122329, "eta_seconds": 41909.499127278104, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3312698622881356, "fast_rcnn/fg_cls_accuracy": 0.6437448432343233, "iteration": 53899, "loss_box_reg": 0.24072163924574852, "loss_cls": 0.17784005217254162, "loss_mask": 0.23946020193398, "loss_rpn_cls": 0.027118973550386727, "loss_rpn_loc": 0.08432957530021667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931283239300642, "mask_rcnn/false_negative": 0.08996143742607918, "mask_rcnn/false_positive": 0.11450090813246017, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1700184673536569, "total_loss": 0.7487804800039157} {"data_time": 0.011639676755294204, "eta_seconds": 41882.76336725801, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.313952502120441, "fast_rcnn/fg_cls_accuracy": 0.6500264530269821, "iteration": 53919, "loss_box_reg": 0.23644103482365608, "loss_cls": 0.19037328381091356, "loss_mask": 0.2417018674314022, "loss_rpn_cls": 0.029624668648466468, "loss_rpn_loc": 0.07457164442166686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809408659297052, "mask_rcnn/false_negative": 0.09566748176670126, "mask_rcnn/false_positive": 0.1468277215893924, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1560281382407993, "total_loss": 0.7735813170438632} {"data_time": 0.012349398108199239, "eta_seconds": 41859.02343469206, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27865618101545253, "fast_rcnn/fg_cls_accuracy": 0.6846978557504874, "iteration": 53939, "loss_box_reg": 0.23380530811846256, "loss_cls": 0.1801428608596325, "loss_mask": 0.25754421576857567, "loss_rpn_cls": 0.02505950373597443, "loss_rpn_loc": 0.0686305919662118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876508150429984, "mask_rcnn/false_negative": 0.08672661935391904, "mask_rcnn/false_positive": 0.13759394433167896, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1576334421988577, "total_loss": 0.7928336828481406} {"data_time": 0.013575861928984523, "eta_seconds": 41835.71211857721, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3105827053360737, "fast_rcnn/fg_cls_accuracy": 0.6274529740721911, "iteration": 53959, "loss_box_reg": 0.23900471068918705, "loss_cls": 0.19898425787687302, "loss_mask": 0.23824460245668888, "loss_rpn_cls": 0.026301878155209124, "loss_rpn_loc": 0.06983354454860091, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959410975160225, "mask_rcnn/false_negative": 0.08474463642657187, "mask_rcnn/false_positive": 0.12411915805459076, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1710542326327413, "total_loss": 0.7627048884751275} {"data_time": 0.010358595522120595, "eta_seconds": 41795.175803075545, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.28883153281331553, "fast_rcnn/fg_cls_accuracy": 0.69499596044814, "iteration": 53979, "loss_box_reg": 0.23240097425878048, "loss_cls": 0.18779172375798225, "loss_mask": 0.23415466025471687, "loss_rpn_cls": 0.03012564848177135, "loss_rpn_loc": 0.07572686590719968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936035740669328, "mask_rcnn/false_negative": 0.09238391308599096, "mask_rcnn/false_positive": 0.12118488202498248, "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": 1.1587409675121307, "total_loss": 0.7495945591945201} {"data_time": 0.01145739946514368, "eta_seconds": 41766.28357451409, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.32447571813398457, "fast_rcnn/fg_cls_accuracy": 0.6755242818660154, "iteration": 53999, "loss_box_reg": 0.23504939302802086, "loss_cls": 0.18318648217245936, "loss_mask": 0.23999270983040333, "loss_rpn_cls": 0.02850278338883072, "loss_rpn_loc": 0.06666589551605284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922433881499344, "mask_rcnn/false_negative": 0.0969910606314624, "mask_rcnn/false_positive": 0.12672970535817651, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1560674109496176, "total_loss": 0.7614987854321953} {"data_time": 0.013623010832816362, "eta_seconds": 41739.43475830834, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.29124386944021646, "fast_rcnn/fg_cls_accuracy": 0.6923504090476846, "iteration": 54019, "loss_box_reg": 0.2175660515204072, "loss_cls": 0.18214453011751175, "loss_mask": 0.23839854076504707, "loss_rpn_cls": 0.027207468287087977, "loss_rpn_loc": 0.06470968155190349, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979589936278463, "mask_rcnn/false_negative": 0.09025490499301672, "mask_rcnn/false_positive": 0.1124559735889793, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1496122875250876, "total_loss": 0.7366818911978044} {"data_time": 0.011265657376497984, "eta_seconds": 41712.8659050446, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.278317778283633, "fast_rcnn/fg_cls_accuracy": 0.7049767569045666, "iteration": 54039, "loss_box_reg": 0.22590584680438042, "loss_cls": 0.18561315443366766, "loss_mask": 0.23736229725182056, "loss_rpn_cls": 0.026237532612867653, "loss_rpn_loc": 0.07089021895080805, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062609395109396, "mask_rcnn/false_negative": 0.08405039405993675, "mask_rcnn/false_positive": 0.11023586884788461, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.1491980315186083, "total_loss": 0.7470492730499245} {"data_time": 0.011509916046634316, "eta_seconds": 41689.155877763405, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2936887527188531, "fast_rcnn/fg_cls_accuracy": 0.67003367003367, "iteration": 54059, "loss_box_reg": 0.21406114846467972, "loss_cls": 0.17803198006004095, "loss_mask": 0.2294706366956234, "loss_rpn_cls": 0.028654216206632555, "loss_rpn_loc": 0.06306496495380998, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111422315908378, "mask_rcnn/false_negative": 0.08859411862721356, "mask_rcnn/false_positive": 0.11484574898957996, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.156435441924259, "total_loss": 0.7063289233483374} {"data_time": 0.012694146949797869, "eta_seconds": 41636.62226827815, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.27869553771225486, "fast_rcnn/fg_cls_accuracy": 0.6908756529110947, "iteration": 54079, "loss_box_reg": 0.23715031519532204, "loss_cls": 0.19316107966005802, "loss_mask": 0.24843879416584969, "loss_rpn_cls": 0.026222960907034576, "loss_rpn_loc": 0.07736924663186073, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987187749593765, "mask_rcnn/false_negative": 0.0905553731909937, "mask_rcnn/false_positive": 0.12224522587339634, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1501263414975256, "total_loss": 0.7862272986676544} {"data_time": 0.013689689105376601, "eta_seconds": 41623.83474239614, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3428218440823104, "fast_rcnn/fg_cls_accuracy": 0.6435981313085841, "iteration": 54099, "loss_box_reg": 0.2353509245440364, "loss_cls": 0.18383269477635622, "loss_mask": 0.2471422329545021, "loss_rpn_cls": 0.033886743476614356, "loss_rpn_loc": 0.08966844924725592, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880111147719958, "mask_rcnn/false_negative": 0.0950662973242073, "mask_rcnn/false_positive": 0.13476671165803306, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1612053546123207, "total_loss": 0.8036664254032075} {"data_time": 0.012091629905626178, "eta_seconds": 41638.30486703664, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26914961823162553, "fast_rcnn/fg_cls_accuracy": 0.7000911369332422, "iteration": 54119, "loss_box_reg": 0.24935004115104675, "loss_cls": 0.1894899271428585, "loss_mask": 0.24512938410043716, "loss_rpn_cls": 0.032659431686624885, "loss_rpn_loc": 0.07934313686564565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896578946824033, "mask_rcnn/false_negative": 0.10281082257138469, "mask_rcnn/false_positive": 0.1211678510785753, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.17593909567222, "total_loss": 0.8006213440094143} {"data_time": 0.013341890648007393, "eta_seconds": 41620.67475934047, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.29361630492655577, "fast_rcnn/fg_cls_accuracy": 0.6868738090847624, "iteration": 54139, "loss_box_reg": 0.23030760884284973, "loss_cls": 0.19222994707524776, "loss_mask": 0.23625471629202366, "loss_rpn_cls": 0.028124649077653885, "loss_rpn_loc": 0.07253177871461958, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892780866499423, "mask_rcnn/false_negative": 0.10525596958719804, "mask_rcnn/false_positive": 0.11767979439661112, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.168793290387839, "total_loss": 0.7740423068171367} {"data_time": 0.012605775147676468, "eta_seconds": 41584.25728201866, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3656229241587833, "fast_rcnn/fg_cls_accuracy": 0.6094635560827731, "iteration": 54159, "loss_box_reg": 0.238430455327034, "loss_cls": 0.18514736462384462, "loss_mask": 0.25931715965270996, "loss_rpn_cls": 0.032104496960528195, "loss_rpn_loc": 0.06211555132176727, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807024967225625, "mask_rcnn/false_negative": 0.11073668594176467, "mask_rcnn/false_positive": 0.13170219135092076, "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": 1.1191308489069343, "total_loss": 0.7680355429183692} {"data_time": 0.012151597067713737, "eta_seconds": 41567.881668987684, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3149381994207471, "fast_rcnn/fg_cls_accuracy": 0.6626445758814961, "iteration": 54179, "loss_box_reg": 0.24605822563171387, "loss_cls": 0.19412754196673632, "loss_mask": 0.24793156050145626, "loss_rpn_cls": 0.025858390261419117, "loss_rpn_loc": 0.06238239398226142, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821883691483188, "mask_rcnn/false_negative": 0.10283319725706394, "mask_rcnn/false_positive": 0.13152358852473334, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1662122027482837, "total_loss": 0.7801011001865845} {"data_time": 0.012602006550878286, "eta_seconds": 41557.44043244049, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.28857692924755335, "fast_rcnn/fg_cls_accuracy": 0.6732315967227469, "iteration": 54199, "loss_box_reg": 0.2466073827818036, "loss_cls": 0.20412957202643156, "loss_mask": 0.25870297104120255, "loss_rpn_cls": 0.03145445045083761, "loss_rpn_loc": 0.08223068830557168, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028088151076101, "mask_rcnn/false_negative": 0.08490575193223476, "mask_rcnn/false_positive": 0.11124368342763657, "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": 1.1728154383599758, "total_loss": 0.8251959193730727} {"data_time": 0.011658010305836797, "eta_seconds": 41534.22398527153, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3278157923319214, "fast_rcnn/fg_cls_accuracy": 0.6496483143342227, "iteration": 54219, "loss_box_reg": 0.24740844406187534, "loss_cls": 0.20084242057055235, "loss_mask": 0.24236910231411457, "loss_rpn_cls": 0.030732855550013483, "loss_rpn_loc": 0.07408672152087092, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061099119355134, "mask_rcnn/false_negative": 0.0798136313531165, "mask_rcnn/false_positive": 0.1136239786821176, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1661018752492964, "total_loss": 0.7907308977446519} {"data_time": 0.01193168992176652, "eta_seconds": 41514.78362303227, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3526445105392474, "fast_rcnn/fg_cls_accuracy": 0.6360844017094016, "iteration": 54239, "loss_box_reg": 0.23157871142029762, "loss_cls": 0.18709329701960087, "loss_mask": 0.24147156439721584, "loss_rpn_cls": 0.03014614526182413, "loss_rpn_loc": 0.07342280866578221, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899979184950617, "mask_rcnn/false_negative": 0.09661953960276679, "mask_rcnn/false_positive": 0.11243120475011414, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.145302869612351, "total_loss": 0.7586609220597893} {"data_time": 0.012412292417138815, "eta_seconds": 41513.19901266601, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2787191817418518, "fast_rcnn/fg_cls_accuracy": 0.7117221442699441, "iteration": 54259, "loss_box_reg": 0.21965046040713787, "loss_cls": 0.18628093972802162, "loss_mask": 0.23825162462890148, "loss_rpn_cls": 0.026403328287415206, "loss_rpn_loc": 0.058759724313858896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981539068795563, "mask_rcnn/false_negative": 0.09256572923374637, "mask_rcnn/false_positive": 0.10223449835316287, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.16458396660164, "total_loss": 0.7220110313501209} {"data_time": 0.011740092420950532, "eta_seconds": 41481.79139902815, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2697758387242365, "fast_rcnn/fg_cls_accuracy": 0.7007614607614607, "iteration": 54279, "loss_box_reg": 0.2485042759217322, "loss_cls": 0.19564007315784693, "loss_mask": 0.2481856420636177, "loss_rpn_cls": 0.029404920060187578, "loss_rpn_loc": 0.08185579860582948, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054014369728731, "mask_rcnn/false_negative": 0.08451543325146382, "mask_rcnn/false_positive": 0.09919167531862111, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1549634549301118, "total_loss": 0.8062144411960617} {"data_time": 0.010079775238409638, "eta_seconds": 41442.07102172077, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3154804463221753, "fast_rcnn/fg_cls_accuracy": 0.6700642325895876, "iteration": 54299, "loss_box_reg": 0.21786479651927948, "loss_cls": 0.1819496676325798, "loss_mask": 0.24717594496905804, "loss_rpn_cls": 0.029087417235132307, "loss_rpn_loc": 0.07720719557255507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846364272344646, "mask_rcnn/false_negative": 0.10013524369997823, "mask_rcnn/false_positive": 0.12426494074980844, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1394387029577047, "total_loss": 0.7287014329340309} {"data_time": 0.011061286786571145, "eta_seconds": 41425.84982622415, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2755791505791506, "fast_rcnn/fg_cls_accuracy": 0.7106660231660231, "iteration": 54319, "loss_box_reg": 0.24088246747851372, "loss_cls": 0.18967616371810436, "loss_mask": 0.23762466572225094, "loss_rpn_cls": 0.028996354900300503, "loss_rpn_loc": 0.07665175758302212, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033641730501725, "mask_rcnn/false_negative": 0.08896317929879258, "mask_rcnn/false_positive": 0.11361416970228808, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1712137965951115, "total_loss": 0.7805335266166367} {"data_time": 0.012739312835037708, "eta_seconds": 41412.11313799955, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2727518824548544, "fast_rcnn/fg_cls_accuracy": 0.7167727210707153, "iteration": 54339, "loss_box_reg": 0.23055140301585197, "loss_cls": 0.18671466037631035, "loss_mask": 0.2434354741126299, "loss_rpn_cls": 0.026573543902486563, "loss_rpn_loc": 0.05381337855942547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923647283053623, "mask_rcnn/false_negative": 0.08616845365487934, "mask_rcnn/false_positive": 0.11702307612355559, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1600515695754439, "total_loss": 0.7565140643855557} {"data_time": 0.011488365940749645, "eta_seconds": 41379.408290544525, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34320841356836024, "fast_rcnn/fg_cls_accuracy": 0.6272328951803168, "iteration": 54359, "loss_box_reg": 0.22113171219825745, "loss_cls": 0.1688317246735096, "loss_mask": 0.24443237483501434, "loss_rpn_cls": 0.02988450031261891, "loss_rpn_loc": 0.06252801511436701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943565372134751, "mask_rcnn/false_negative": 0.09271635371718612, "mask_rcnn/false_positive": 0.12746451798627123, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1452241130173206, "total_loss": 0.7529768483509542} {"data_time": 0.013464238261803985, "eta_seconds": 41359.19675141573, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.27205453484981046, "fast_rcnn/fg_cls_accuracy": 0.7033836942143006, "iteration": 54379, "loss_box_reg": 0.23424878902733326, "loss_cls": 0.191880208440125, "loss_mask": 0.2369196079671383, "loss_rpn_cls": 0.029350306605920196, "loss_rpn_loc": 0.07244835887104273, "lr": 0.0001, "mask_rcnn/accuracy": 0.897125603827903, "mask_rcnn/false_negative": 0.08510695437024371, "mask_rcnn/false_positive": 0.11824953209590718, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.168573809787631, "total_loss": 0.7813031288678758} {"data_time": 0.012727276887744665, "eta_seconds": 41327.64806607738, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3506738377843719, "fast_rcnn/fg_cls_accuracy": 0.6127853954593623, "iteration": 54399, "loss_box_reg": 0.21347316866740584, "loss_cls": 0.1735724089667201, "loss_mask": 0.23152699880301952, "loss_rpn_cls": 0.024557023774832487, "loss_rpn_loc": 0.0626258971169591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870984725297438, "mask_rcnn/false_negative": 0.10119717587673116, "mask_rcnn/false_positive": 0.12748953007454886, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1445118861738592, "total_loss": 0.6974968813592568} {"data_time": 0.012955228565260768, "eta_seconds": 41289.36989901122, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.33371296675929724, "fast_rcnn/fg_cls_accuracy": 0.6602555772146416, "iteration": 54419, "loss_box_reg": 0.19825534615665674, "loss_cls": 0.174188619479537, "loss_mask": 0.24007513746619225, "loss_rpn_cls": 0.02615660661831498, "loss_rpn_loc": 0.057097322307527065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931034838177695, "mask_rcnn/false_negative": 0.09273379857244562, "mask_rcnn/false_positive": 0.11850258698361359, "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": 1.1468133255839348, "total_loss": 0.7324459751835093} {"data_time": 0.012519904412329197, "eta_seconds": 41251.833339333534, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.28168118582626356, "fast_rcnn/fg_cls_accuracy": 0.7060247827944737, "iteration": 54439, "loss_box_reg": 0.2352960780262947, "loss_cls": 0.1943303979933262, "loss_mask": 0.23936733417212963, "loss_rpn_cls": 0.03034043899970129, "loss_rpn_loc": 0.06746246956754476, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093254246103988, "mask_rcnn/false_negative": 0.08602029426849861, "mask_rcnn/false_positive": 0.09923807571980531, "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": 1.1528710850980133, "total_loss": 0.7619339159573428} {"data_time": 0.012473739450797439, "eta_seconds": 41232.66968967393, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.32005383335303583, "fast_rcnn/fg_cls_accuracy": 0.6451061532925513, "iteration": 54459, "loss_box_reg": 0.24058111384510994, "loss_cls": 0.20007506757974625, "loss_mask": 0.24589214846491814, "loss_rpn_cls": 0.028427107259631157, "loss_rpn_loc": 0.06711548753082752, "lr": 0.0001, "mask_rcnn/accuracy": 0.898566049796542, "mask_rcnn/false_negative": 0.0851550724328277, "mask_rcnn/false_positive": 0.12243371286955168, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1555147473700345, "total_loss": 0.7820642056758516} {"data_time": 0.01255685999058187, "eta_seconds": 41204.125897586346, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.30954051665887, "fast_rcnn/fg_cls_accuracy": 0.6326917894358606, "iteration": 54479, "loss_box_reg": 0.2292057042941451, "loss_cls": 0.19859701953828335, "loss_mask": 0.23520216345787048, "loss_rpn_cls": 0.02954089210834354, "loss_rpn_loc": 0.07090992806479335, "lr": 0.0001, "mask_rcnn/accuracy": 0.896011788077152, "mask_rcnn/false_negative": 0.09814493671256906, "mask_rcnn/false_positive": 0.11634815507368582, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.159185852855444, "total_loss": 0.763704837532714} {"data_time": 0.013300076127052307, "eta_seconds": 41199.971465510316, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.35119485294117647, "fast_rcnn/fg_cls_accuracy": 0.6423463983050848, "iteration": 54499, "loss_box_reg": 0.23597396165132523, "loss_cls": 0.19788075424730778, "loss_mask": 0.22803411073982716, "loss_rpn_cls": 0.030862374464049935, "loss_rpn_loc": 0.08081087050959468, "lr": 0.0001, "mask_rcnn/accuracy": 0.897338905978886, "mask_rcnn/false_negative": 0.08888688624376014, "mask_rcnn/false_positive": 0.11753252444258669, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1778078305069357, "total_loss": 0.7735614631092176} {"data_time": 0.011667217593640089, "eta_seconds": 41176.76021398045, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2621115732811353, "fast_rcnn/fg_cls_accuracy": 0.6830127104087942, "iteration": 54519, "loss_box_reg": 0.22898750938475132, "loss_cls": 0.18445705715566874, "loss_mask": 0.23284958116710186, "loss_rpn_cls": 0.027206869155634195, "loss_rpn_loc": 0.06357557838782668, "lr": 0.0001, "mask_rcnn/accuracy": 0.9095182487238334, "mask_rcnn/false_negative": 0.09368211259361364, "mask_rcnn/false_positive": 0.11365701102640483, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1445866364520043, "total_loss": 0.7522275199298747} {"data_time": 0.012093962635844946, "eta_seconds": 41145.42816432193, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2693161839548441, "fast_rcnn/fg_cls_accuracy": 0.679167470576886, "iteration": 54539, "loss_box_reg": 0.22869188524782658, "loss_cls": 0.2021177839487791, "loss_mask": 0.24018991738557816, "loss_rpn_cls": 0.03220347757451236, "loss_rpn_loc": 0.06531224795617163, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003555011113356, "mask_rcnn/false_negative": 0.08108559659366524, "mask_rcnn/false_positive": 0.12122087366183369, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1540056364610791, "total_loss": 0.7840283866971731} {"data_time": 0.011584104038774967, "eta_seconds": 41116.65204845369, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35852359208523593, "fast_rcnn/fg_cls_accuracy": 0.5940724143199063, "iteration": 54559, "loss_box_reg": 0.23673932999372482, "loss_cls": 0.2027578093111515, "loss_mask": 0.23681540600955486, "loss_rpn_cls": 0.03206244588363916, "loss_rpn_loc": 0.06780792749486864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922060509439949, "mask_rcnn/false_negative": 0.08891032869094989, "mask_rcnn/false_positive": 0.13865958090842737, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1644223255570978, "total_loss": 0.7754049453651533} {"data_time": 0.014011389575898647, "eta_seconds": 41096.941766995005, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2998638014527845, "fast_rcnn/fg_cls_accuracy": 0.6380625206592057, "iteration": 54579, "loss_box_reg": 0.25337153300642967, "loss_cls": 0.21176903881132603, "loss_mask": 0.24780524894595146, "loss_rpn_cls": 0.03342627303209156, "loss_rpn_loc": 0.07375562028028071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991142312582139, "mask_rcnn/false_negative": 0.08593646881560088, "mask_rcnn/false_positive": 0.11561774394099428, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1724022380076349, "total_loss": 0.7755155852646567} {"data_time": 0.01317977998405695, "eta_seconds": 41066.22329056263, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3263784461152882, "fast_rcnn/fg_cls_accuracy": 0.6426955397543633, "iteration": 54599, "loss_box_reg": 0.20717238634824753, "loss_cls": 0.18521947925910354, "loss_mask": 0.23906831070780754, "loss_rpn_cls": 0.02513109426945448, "loss_rpn_loc": 0.06996330269612372, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055349522553194, "mask_rcnn/false_negative": 0.09108728920300654, "mask_rcnn/false_positive": 0.10926436781219659, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1542317238636315, "total_loss": 0.7135899399872869} {"data_time": 0.012340048095211387, "eta_seconds": 41063.565894742496, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2942991452991453, "fast_rcnn/fg_cls_accuracy": 0.678331619537275, "iteration": 54619, "loss_box_reg": 0.2252039834856987, "loss_cls": 0.18353381007909775, "loss_mask": 0.2426066156476736, "loss_rpn_cls": 0.023262144066393375, "loss_rpn_loc": 0.06382050830870867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956932377119307, "mask_rcnn/false_negative": 0.08882927804276178, "mask_rcnn/false_positive": 0.12842544379661164, "roi_head/num_bg_samples": 427.375, "roi_head/num_fg_samples": 84.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1675726133398712, "total_loss": 0.7432913077063859} {"data_time": 0.01394839771091938, "eta_seconds": 41037.49270480126, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.23170837395731775, "fast_rcnn/fg_cls_accuracy": 0.7019700891573195, "iteration": 54639, "loss_box_reg": 0.233843382447958, "loss_cls": 0.20463196001946926, "loss_mask": 0.23698176443576813, "loss_rpn_cls": 0.02582498686388135, "loss_rpn_loc": 0.06671696971170604, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021528322867609, "mask_rcnn/false_negative": 0.08675337236215754, "mask_rcnn/false_positive": 0.09750855031470758, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1669611753895879, "total_loss": 0.7570895637618378} {"data_time": 0.012366230832412839, "eta_seconds": 40996.61952227354, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28961632854847535, "fast_rcnn/fg_cls_accuracy": 0.6550701874938647, "iteration": 54659, "loss_box_reg": 0.2321767369285226, "loss_cls": 0.182636933401227, "loss_mask": 0.23446933925151825, "loss_rpn_cls": 0.02663533971644938, "loss_rpn_loc": 0.06865577469579875, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020281516698427, "mask_rcnn/false_negative": 0.08654849895438804, "mask_rcnn/false_positive": 0.10366674872045845, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1154131144285202, "total_loss": 0.7348132414044812} {"data_time": 0.012148643378168344, "eta_seconds": 40985.62000875361, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30174664937310847, "fast_rcnn/fg_cls_accuracy": 0.6679636835278858, "iteration": 54679, "loss_box_reg": 0.24093456007540226, "loss_cls": 0.18329195119440556, "loss_mask": 0.23416130989789963, "loss_rpn_cls": 0.02958768210373819, "loss_rpn_loc": 0.06249256432056427, "lr": 0.0001, "mask_rcnn/accuracy": 0.896177782659311, "mask_rcnn/false_negative": 0.08250953685374901, "mask_rcnn/false_positive": 0.11465878783513093, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1694920256268233, "total_loss": 0.7538085384876467} {"data_time": 0.01268460345454514, "eta_seconds": 40986.582952481695, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.3395669125926424, "fast_rcnn/fg_cls_accuracy": 0.6323846111729601, "iteration": 54699, "loss_box_reg": 0.25201414339244366, "loss_cls": 0.20165672339498997, "loss_mask": 0.2335224561393261, "loss_rpn_cls": 0.028391583589836955, "loss_rpn_loc": 0.06979012244846672, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913959906115858, "mask_rcnn/false_negative": 0.09632931736834147, "mask_rcnn/false_positive": 0.11612268386706598, "roi_head/num_bg_samples": 428.875, "roi_head/num_fg_samples": 83.125, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.16872330987826, "total_loss": 0.7955332257552072} {"data_time": 0.01216963678598404, "eta_seconds": 40970.106400530785, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2919925752402128, "fast_rcnn/fg_cls_accuracy": 0.686328125, "iteration": 54719, "loss_box_reg": 0.2305294033139944, "loss_cls": 0.1967724496498704, "loss_mask": 0.23820806480944157, "loss_rpn_cls": 0.027550809318199754, "loss_rpn_loc": 0.07042968785390258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944075276931165, "mask_rcnn/false_negative": 0.08524278196347314, "mask_rcnn/false_positive": 0.1266921127356559, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.166730786440894, "total_loss": 0.7739407430635765} {"data_time": 0.012375048361718655, "eta_seconds": 40958.08642995544, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.30910114546263345, "fast_rcnn/fg_cls_accuracy": 0.6507933387074576, "iteration": 54739, "loss_box_reg": 0.2219190327450633, "loss_cls": 0.1784693393856287, "loss_mask": 0.2441820725798607, "loss_rpn_cls": 0.03261395075242035, "loss_rpn_loc": 0.07532851165160537, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036484354426313, "mask_rcnn/false_negative": 0.08771487985242427, "mask_rcnn/false_positive": 0.10056696135524604, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1601255275309086, "total_loss": 0.7579606430372223} {"data_time": 0.013167745433747768, "eta_seconds": 40913.85543203913, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30533333333333335, "fast_rcnn/fg_cls_accuracy": 0.6448224451070751, "iteration": 54759, "loss_box_reg": 0.22372553683817387, "loss_cls": 0.18629993218928576, "loss_mask": 0.24718468636274338, "loss_rpn_cls": 0.02581696177367121, "loss_rpn_loc": 0.058938625268638134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932258925467997, "mask_rcnn/false_negative": 0.09388978718087257, "mask_rcnn/false_positive": 0.11821819214831922, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1471361403819174, "total_loss": 0.7645782281178981} {"data_time": 0.012813481036573648, "eta_seconds": 40890.6353097735, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.30396341463414633, "fast_rcnn/fg_cls_accuracy": 0.6670249307479225, "iteration": 54779, "loss_box_reg": 0.23055055364966393, "loss_cls": 0.1842972207814455, "loss_mask": 0.2331809215247631, "loss_rpn_cls": 0.02890088176354766, "loss_rpn_loc": 0.07553392322733998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956279707395779, "mask_rcnn/false_negative": 0.09433695661284831, "mask_rcnn/false_positive": 0.11037140824842145, "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": 1.1634075175970793, "total_loss": 0.7636640217388049} {"data_time": 0.01202431321144104, "eta_seconds": 40865.07115289569, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3196413678065054, "fast_rcnn/fg_cls_accuracy": 0.6528731549451416, "iteration": 54799, "loss_box_reg": 0.23835803382098675, "loss_cls": 0.1990660084411502, "loss_mask": 0.2454634066671133, "loss_rpn_cls": 0.03044655517442152, "loss_rpn_loc": 0.06605545023921877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946307162725915, "mask_rcnn/false_negative": 0.08982065068518015, "mask_rcnn/false_positive": 0.12576577954853105, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1658785215113312, "total_loss": 0.7741435876232572} {"data_time": 0.012242652010172606, "eta_seconds": 40841.85236246791, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3131763619575254, "fast_rcnn/fg_cls_accuracy": 0.658900008935752, "iteration": 54819, "loss_box_reg": 0.2323029860854149, "loss_cls": 0.1787684177979827, "loss_mask": 0.2427738606929779, "loss_rpn_cls": 0.027150808018632233, "loss_rpn_loc": 0.06458485522307456, "lr": 0.0001, "mask_rcnn/accuracy": 0.892434474995156, "mask_rcnn/false_negative": 0.09732048024743115, "mask_rcnn/false_positive": 0.1160606349789393, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1616998419631273, "total_loss": 0.766338522080332} {"data_time": 0.011960707372054458, "eta_seconds": 40818.633572040126, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.32538038769763916, "fast_rcnn/fg_cls_accuracy": 0.6499394814930501, "iteration": 54839, "loss_box_reg": 0.21796014346182346, "loss_cls": 0.18935939110815525, "loss_mask": 0.23832477070391178, "loss_rpn_cls": 0.023127599561121315, "loss_rpn_loc": 0.06254757475107908, "lr": 0.0001, "mask_rcnn/accuracy": 0.90185371508852, "mask_rcnn/false_negative": 0.09269355138155011, "mask_rcnn/false_positive": 0.1139666425249301, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.155229947064072, "total_loss": 0.7453424284467474} {"data_time": 0.012299747671931982, "eta_seconds": 40780.933055989444, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33075690491250265, "fast_rcnn/fg_cls_accuracy": 0.637370010063737, "iteration": 54859, "loss_box_reg": 0.24375880509614944, "loss_cls": 0.1899309754371643, "loss_mask": 0.23965715616941452, "loss_rpn_cls": 0.029995972174219787, "loss_rpn_loc": 0.06967925745993853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958673239506212, "mask_rcnn/false_negative": 0.0800152427085409, "mask_rcnn/false_positive": 0.13462495718096257, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1415389061439782, "total_loss": 0.7710822238586843} {"data_time": 0.012959393439814448, "eta_seconds": 40745.395596548915, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3060428849902534, "fast_rcnn/fg_cls_accuracy": 0.6713027713027713, "iteration": 54879, "loss_box_reg": 0.22362009435892105, "loss_cls": 0.1803101161494851, "loss_mask": 0.2407927419990301, "loss_rpn_cls": 0.02569738053716719, "loss_rpn_loc": 0.0746862709056586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915574204241383, "mask_rcnn/false_negative": 0.09065076443010635, "mask_rcnn/false_positive": 0.11990512768939662, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.159558600280434, "total_loss": 0.7344213256146759} {"data_time": 0.011685929261147976, "eta_seconds": 40725.65375554841, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2670983588254996, "fast_rcnn/fg_cls_accuracy": 0.6914221594214944, "iteration": 54899, "loss_box_reg": 0.25053227692842484, "loss_cls": 0.19972124230116606, "loss_mask": 0.24258235469460487, "loss_rpn_cls": 0.02824655978474766, "loss_rpn_loc": 0.06789830408524722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913114124382973, "mask_rcnn/false_negative": 0.09392010857636013, "mask_rcnn/false_positive": 0.10486240575803082, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.166879613418132, "total_loss": 0.8026693537831306} {"data_time": 0.013561167987063527, "eta_seconds": 40702.448254833, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2890111232197212, "fast_rcnn/fg_cls_accuracy": 0.6783854458934704, "iteration": 54919, "loss_box_reg": 0.2178635410964489, "loss_cls": 0.18453257717192173, "loss_mask": 0.24058348312973976, "loss_rpn_cls": 0.027047204202972353, "loss_rpn_loc": 0.06680981814861298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993424877012952, "mask_rcnn/false_negative": 0.08186656478972015, "mask_rcnn/false_positive": 0.10755741541348737, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1588874456938356, "total_loss": 0.7535398912732489} {"data_time": 0.01238273223862052, "eta_seconds": 40671.80193692446, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2730786237164895, "fast_rcnn/fg_cls_accuracy": 0.7146543872077724, "iteration": 54939, "loss_box_reg": 0.22712479997426271, "loss_cls": 0.1847970588132739, "loss_mask": 0.25189785473048687, "loss_rpn_cls": 0.02901127061340958, "loss_rpn_loc": 0.07693937583826482, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022557345301416, "mask_rcnn/false_negative": 0.0868784023224142, "mask_rcnn/false_positive": 0.10281328742685963, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1440195029135793, "total_loss": 0.7861478478007484} {"data_time": 0.012549209641292691, "eta_seconds": 40648.600680828094, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31047502895015644, "fast_rcnn/fg_cls_accuracy": 0.6487781139332536, "iteration": 54959, "loss_box_reg": 0.24226765614002943, "loss_cls": 0.20303463004529476, "loss_mask": 0.25680332258343697, "loss_rpn_cls": 0.02778059325646609, "loss_rpn_loc": 0.07597104972228408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875682245991187, "mask_rcnn/false_negative": 0.0938835660829862, "mask_rcnn/false_positive": 0.12742730710622407, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1714045510161668, "total_loss": 0.7896138383075595} {"data_time": 0.013235640479251742, "eta_seconds": 40625.39942473173, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2956734190426491, "fast_rcnn/fg_cls_accuracy": 0.6501641657395598, "iteration": 54979, "loss_box_reg": 0.23445654660463333, "loss_cls": 0.1991734467446804, "loss_mask": 0.2504205871373415, "loss_rpn_cls": 0.032402839162386954, "loss_rpn_loc": 0.07608063472434878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966171650685303, "mask_rcnn/false_negative": 0.08991046576323271, "mask_rcnn/false_positive": 0.11298190065837878, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.160856222966686, "total_loss": 0.7917098824400455} {"data_time": 0.012283941963687539, "eta_seconds": 40601.31871257909, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.25032220513033715, "fast_rcnn/fg_cls_accuracy": 0.7071897032300377, "iteration": 54999, "loss_box_reg": 0.24388288520276546, "loss_cls": 0.199596194550395, "loss_mask": 0.23439191468060017, "loss_rpn_cls": 0.026196884748060256, "loss_rpn_loc": 0.0708617796190083, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015296614297325, "mask_rcnn/false_negative": 0.09682434254791152, "mask_rcnn/false_positive": 0.11136438080667325, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.1573370464611799, "total_loss": 0.7922940285061486} {"data_time": 0.012399683939293027, "eta_seconds": 40590.62625072431, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30856378233719894, "fast_rcnn/fg_cls_accuracy": 0.6390768653449246, "iteration": 55019, "loss_box_reg": 0.22108989767730236, "loss_cls": 0.1838145488873124, "loss_mask": 0.24099782668054104, "loss_rpn_cls": 0.024100825772620738, "loss_rpn_loc": 0.07093710568733513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840265352438157, "mask_rcnn/false_negative": 0.10898950372726178, "mask_rcnn/false_positive": 0.12419495795355368, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1666654581204057, "total_loss": 0.7313253764878027} {"data_time": 0.01310933893546462, "eta_seconds": 40579.03591463342, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.30994953136265324, "fast_rcnn/fg_cls_accuracy": 0.6621052631578948, "iteration": 55039, "loss_box_reg": 0.23766108602285385, "loss_cls": 0.17786211986094713, "loss_mask": 0.2348547000437975, "loss_rpn_cls": 0.028295213473029435, "loss_rpn_loc": 0.06254913622979075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968016322382611, "mask_rcnn/false_negative": 0.09245093526363107, "mask_rcnn/false_positive": 0.1142718818899193, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1616648549679667, "total_loss": 0.7316746893338859} {"data_time": 0.011521933833137155, "eta_seconds": 40555.821363194846, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.315843209686522, "fast_rcnn/fg_cls_accuracy": 0.6482852323838081, "iteration": 55059, "loss_box_reg": 0.23261181637644768, "loss_cls": 0.1928592249751091, "loss_mask": 0.2402885314077139, "loss_rpn_cls": 0.030186933698132634, "loss_rpn_loc": 0.07211616705171764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927255085030542, "mask_rcnn/false_negative": 0.091931626587252, "mask_rcnn/false_positive": 0.11860989360394524, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1517497543245554, "total_loss": 0.7840242374222726} {"data_time": 0.012171745300292969, "eta_seconds": 40542.8146437183, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.31063757911955053, "fast_rcnn/fg_cls_accuracy": 0.6484808702175544, "iteration": 55079, "loss_box_reg": 0.23224657960236073, "loss_cls": 0.1895273830741644, "loss_mask": 0.24562385492026806, "loss_rpn_cls": 0.026626806589774787, "loss_rpn_loc": 0.07253463845700026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938056976841506, "mask_rcnn/false_negative": 0.08530334246510139, "mask_rcnn/false_positive": 0.12697889286317945, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1651469820644706, "total_loss": 0.7416062587872148} {"data_time": 0.01181688578799367, "eta_seconds": 40522.62664423324, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3362191718402916, "fast_rcnn/fg_cls_accuracy": 0.632287200072986, "iteration": 55099, "loss_box_reg": 0.22888721991330385, "loss_cls": 0.18389561166986823, "loss_mask": 0.23897673562169075, "loss_rpn_cls": 0.028176154854008928, "loss_rpn_loc": 0.061522545758634806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882902074747839, "mask_rcnn/false_negative": 0.10238532882637605, "mask_rcnn/false_positive": 0.12353869305272012, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1642259790096432, "total_loss": 0.7380812963529024} {"data_time": 0.013788365991786122, "eta_seconds": 40486.17770887911, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28455493537015275, "fast_rcnn/fg_cls_accuracy": 0.6838848376444688, "iteration": 55119, "loss_box_reg": 0.22433114796876907, "loss_cls": 0.18582826480269432, "loss_mask": 0.25161449797451496, "loss_rpn_cls": 0.025420165868126787, "loss_rpn_loc": 0.06739390490110964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911671988135177, "mask_rcnn/false_negative": 0.09857646646220102, "mask_rcnn/false_positive": 0.1317935447550641, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1862302569206804, "total_loss": 0.7768222087179311} {"data_time": 0.012029231991618872, "eta_seconds": 40462.963157440536, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27739806238688386, "fast_rcnn/fg_cls_accuracy": 0.6827765644800345, "iteration": 55139, "loss_box_reg": 0.22986967954784632, "loss_cls": 0.18218032084405422, "loss_mask": 0.2450478095561266, "loss_rpn_cls": 0.02667463489342481, "loss_rpn_loc": 0.0634981244802475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930417200836192, "mask_rcnn/false_negative": 0.09862592373280765, "mask_rcnn/false_positive": 0.11533553269665428, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1638847701251507, "total_loss": 0.7533293070737273} {"data_time": 0.012559516355395317, "eta_seconds": 40446.58464730717, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3224022266628604, "fast_rcnn/fg_cls_accuracy": 0.6375225858261393, "iteration": 55159, "loss_box_reg": 0.21701404452323914, "loss_cls": 0.18293596990406513, "loss_mask": 0.2452992182224989, "loss_rpn_cls": 0.027582123439060524, "loss_rpn_loc": 0.06870504980906844, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954953706961839, "mask_rcnn/false_negative": 0.0945717204474473, "mask_rcnn/false_positive": 0.11498384461795075, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.152287911158055, "total_loss": 0.7407208990771323} {"data_time": 0.01210181275382638, "eta_seconds": 40393.56598342769, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3225069480427717, "fast_rcnn/fg_cls_accuracy": 0.6442309986875074, "iteration": 55179, "loss_box_reg": 0.22569775953888893, "loss_cls": 0.17407761700451374, "loss_mask": 0.23158532939851284, "loss_rpn_cls": 0.02408678806386888, "loss_rpn_loc": 0.06208059674827382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931013950146603, "mask_rcnn/false_negative": 0.08649990490623838, "mask_rcnn/false_positive": 0.1160401997760275, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.134439101908356, "total_loss": 0.7046430751215667} {"data_time": 0.01302371104247868, "eta_seconds": 40369.49019385502, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3083922492799162, "fast_rcnn/fg_cls_accuracy": 0.6697467779481066, "iteration": 55199, "loss_box_reg": 0.24413053132593632, "loss_cls": 0.19415000779554248, "loss_mask": 0.24726185388863087, "loss_rpn_cls": 0.027340605156496167, "loss_rpn_loc": 0.07133632572367787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915339400081328, "mask_rcnn/false_negative": 0.09099132248390916, "mask_rcnn/false_positive": 0.12647397858753684, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.167257599066943, "total_loss": 0.7787866371218115} {"data_time": 0.013250990072265267, "eta_seconds": 40338.18235326093, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.297201188655551, "fast_rcnn/fg_cls_accuracy": 0.6700634057971014, "iteration": 55219, "loss_box_reg": 0.21075900085270405, "loss_cls": 0.17260533105582, "loss_mask": 0.23742861486971378, "loss_rpn_cls": 0.029646185459569097, "loss_rpn_loc": 0.06492326967418194, "lr": 0.0001, "mask_rcnn/accuracy": 0.897614407390279, "mask_rcnn/false_negative": 0.08934073488085399, "mask_rcnn/false_positive": 0.1106831797306023, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1534691445995122, "total_loss": 0.7318479246459901} {"data_time": 0.013087091501802206, "eta_seconds": 40321.6268503014, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3299102865604041, "fast_rcnn/fg_cls_accuracy": 0.6512069473064468, "iteration": 55239, "loss_box_reg": 0.24190619587898254, "loss_cls": 0.19756397884339094, "loss_mask": 0.25595516338944435, "loss_rpn_cls": 0.028256642282940447, "loss_rpn_loc": 0.06688189087435603, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016791859618214, "mask_rcnn/false_negative": 0.09045238743940039, "mask_rcnn/false_positive": 0.11206748421316172, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1652963559608907, "total_loss": 0.7719447850249708} {"data_time": 0.012111300835385919, "eta_seconds": 40298.426834852435, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.32914122835737536, "fast_rcnn/fg_cls_accuracy": 0.6405292936983078, "iteration": 55259, "loss_box_reg": 0.24127339385449886, "loss_cls": 0.19033876433968544, "loss_mask": 0.23669413477182388, "loss_rpn_cls": 0.027086945483461022, "loss_rpn_loc": 0.06907762424089015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868208245599827, "mask_rcnn/false_negative": 0.10628216957903103, "mask_rcnn/false_positive": 0.11900150079660857, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1747195173520595, "total_loss": 0.7956519562285393} {"data_time": 0.012671349802985787, "eta_seconds": 40277.55918852985, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27338556505223177, "fast_rcnn/fg_cls_accuracy": 0.694039231938113, "iteration": 55279, "loss_box_reg": 0.20882574003189802, "loss_cls": 0.18588334787636995, "loss_mask": 0.24039044976234436, "loss_rpn_cls": 0.024738173931837082, "loss_rpn_loc": 0.07940127025358379, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011868418513356, "mask_rcnn/false_negative": 0.08551463651231642, "mask_rcnn/false_positive": 0.11289137764328466, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1589091019704938, "total_loss": 0.7358543723239563} {"data_time": 0.013125378172844648, "eta_seconds": 40252.026803954504, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2872317799413933, "fast_rcnn/fg_cls_accuracy": 0.6889474430475471, "iteration": 55299, "loss_box_reg": 0.2234940566122532, "loss_cls": 0.18482418917119503, "loss_mask": 0.24790780246257782, "loss_rpn_cls": 0.030344356899149716, "loss_rpn_loc": 0.06889372179284692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938302130857713, "mask_rcnn/false_negative": 0.09132216844389673, "mask_rcnn/false_positive": 0.11969624614200045, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1380782565101981, "total_loss": 0.752699289470911} {"data_time": 0.011984741548076272, "eta_seconds": 40222.20138042234, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2933747412008282, "fast_rcnn/fg_cls_accuracy": 0.7022774327122153, "iteration": 55319, "loss_box_reg": 0.24831672757863998, "loss_cls": 0.19907745718955994, "loss_mask": 0.24507209286093712, "loss_rpn_cls": 0.0318195644649677, "loss_rpn_loc": 0.07394206256140023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953194046327113, "mask_rcnn/false_negative": 0.0892645868424137, "mask_rcnn/false_positive": 0.10903835431618086, "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": 1.1673372129444033, "total_loss": 0.8037779878359288} {"data_time": 0.012175707146525383, "eta_seconds": 40196.31578340195, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2525567417242307, "fast_rcnn/fg_cls_accuracy": 0.7031547003701604, "iteration": 55339, "loss_box_reg": 0.24035854078829288, "loss_cls": 0.20610505156219006, "loss_mask": 0.24709791876375675, "loss_rpn_cls": 0.03048387903254479, "loss_rpn_loc": 0.06429586047306657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997227938592367, "mask_rcnn/false_negative": 0.08634795681764922, "mask_rcnn/false_positive": 0.10709029884401114, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1490119735244662, "total_loss": 0.7973373165586963} {"data_time": 0.012957678874954581, "eta_seconds": 40177.22452392802, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.30286393713813065, "fast_rcnn/fg_cls_accuracy": 0.6613041613041613, "iteration": 55359, "loss_box_reg": 0.23566280864179134, "loss_cls": 0.19585823453962803, "loss_mask": 0.25204197876155376, "loss_rpn_cls": 0.03163260186556727, "loss_rpn_loc": 0.07830926682800055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889919345664687, "mask_rcnn/false_negative": 0.10290582936664378, "mask_rcnn/false_positive": 0.12475289650694582, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.165217879228294, "total_loss": 0.7827044479781762} {"data_time": 0.012683835346251726, "eta_seconds": 40160.68248595577, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29356098288897736, "fast_rcnn/fg_cls_accuracy": 0.6813160987074031, "iteration": 55379, "loss_box_reg": 0.22900650650262833, "loss_cls": 0.19100602064281702, "loss_mask": 0.2380481008440256, "loss_rpn_cls": 0.027414649026468396, "loss_rpn_loc": 0.06004375021439046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907394677789688, "mask_rcnn/false_negative": 0.08900416972133263, "mask_rcnn/false_positive": 0.12818644846115465, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1727987509220839, "total_loss": 0.7572970347828232} {"data_time": 0.011716929031535983, "eta_seconds": 40154.702321626246, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2871563205857154, "fast_rcnn/fg_cls_accuracy": 0.6842918106076001, "iteration": 55399, "loss_box_reg": 0.2304847687482834, "loss_cls": 0.20393301267176867, "loss_mask": 0.23900725692510605, "loss_rpn_cls": 0.025674006901681423, "loss_rpn_loc": 0.06400621472857893, "lr": 0.0001, "mask_rcnn/accuracy": 0.891984035806082, "mask_rcnn/false_negative": 0.08644939350871672, "mask_rcnn/false_positive": 0.12959900467916796, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1707711305934936, "total_loss": 0.7540556883905083} {"data_time": 0.01219683955423534, "eta_seconds": 40133.409584444016, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28932769779421474, "fast_rcnn/fg_cls_accuracy": 0.684900284900285, "iteration": 55419, "loss_box_reg": 0.22115491889417171, "loss_cls": 0.18557068426162004, "loss_mask": 0.2350967824459076, "loss_rpn_cls": 0.029010163038037717, "loss_rpn_loc": 0.06288711074739695, "lr": 0.0001, "mask_rcnn/accuracy": 0.899707969428329, "mask_rcnn/false_negative": 0.08625553911661027, "mask_rcnn/false_positive": 0.10605444557762783, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.148074692580849, "total_loss": 0.7398898534593172} {"data_time": 0.012807857478037477, "eta_seconds": 40121.75699830055, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.31862803663878936, "fast_rcnn/fg_cls_accuracy": 0.6641178813221824, "iteration": 55439, "loss_box_reg": 0.236760588362813, "loss_cls": 0.18861830234527588, "loss_mask": 0.24447675794363022, "loss_rpn_cls": 0.028695143293589354, "loss_rpn_loc": 0.07209621672518551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917822882403919, "mask_rcnn/false_negative": 0.10424861654604212, "mask_rcnn/false_positive": 0.11849775730921362, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1630334628280252, "total_loss": 0.7917500433977693} {"data_time": 0.013037321623414755, "eta_seconds": 40101.62708459422, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.31241939362143967, "fast_rcnn/fg_cls_accuracy": 0.6497184437618839, "iteration": 55459, "loss_box_reg": 0.23393052071332932, "loss_cls": 0.1888074241578579, "loss_mask": 0.25388640351593494, "loss_rpn_cls": 0.03248494490981102, "loss_rpn_loc": 0.06742127286270261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906673146705402, "mask_rcnn/false_negative": 0.09734191900488223, "mask_rcnn/false_positive": 0.12297227447161811, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.160936280619353, "total_loss": 0.7805309863761067} {"data_time": 0.013493787497282028, "eta_seconds": 40075.31977955252, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3202314754946334, "fast_rcnn/fg_cls_accuracy": 0.6615387991573034, "iteration": 55479, "loss_box_reg": 0.2337271012365818, "loss_cls": 0.1958293290808797, "loss_mask": 0.24502893537282944, "loss_rpn_cls": 0.024383670708630234, "loss_rpn_loc": 0.06413945741951466, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853282391926365, "mask_rcnn/false_negative": 0.10652411429540243, "mask_rcnn/false_positive": 0.10630755080028317, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1460796557366848, "total_loss": 0.7624138282844797} {"data_time": 0.012478040996938944, "eta_seconds": 40021.47734735627, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30804500763293585, "fast_rcnn/fg_cls_accuracy": 0.6604538543836928, "iteration": 55499, "loss_box_reg": 0.23399259522557259, "loss_cls": 0.1997905932366848, "loss_mask": 0.23242348991334438, "loss_rpn_cls": 0.027737451251596212, "loss_rpn_loc": 0.07761559914797544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990416120576671, "mask_rcnn/false_negative": 0.08362178579302681, "mask_rcnn/false_positive": 0.12850693840512778, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1581441112793982, "total_loss": 0.7888858655933291} {"data_time": 0.013656571507453918, "eta_seconds": 40015.43745808303, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3216439598837502, "fast_rcnn/fg_cls_accuracy": 0.6537117610496077, "iteration": 55519, "loss_box_reg": 0.22729232348501682, "loss_cls": 0.19555502012372017, "loss_mask": 0.23585428018122911, "loss_rpn_cls": 0.024165866896510124, "loss_rpn_loc": 0.07054460234940052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973915983397407, "mask_rcnn/false_negative": 0.08784178389024365, "mask_rcnn/false_positive": 0.11149250146452924, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1694150436669588, "total_loss": 0.7648211567138787} {"data_time": 0.012185326078906655, "eta_seconds": 40000.135361957364, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.31795835743204165, "fast_rcnn/fg_cls_accuracy": 0.6563146020748181, "iteration": 55539, "loss_box_reg": 0.2219982147216797, "loss_cls": 0.17827332392334938, "loss_mask": 0.23763508908450603, "loss_rpn_cls": 0.026922569377347827, "loss_rpn_loc": 0.06532201287336648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939301792916412, "mask_rcnn/false_negative": 0.0951699177390593, "mask_rcnn/false_positive": 0.13397258194242845, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1608928041532636, "total_loss": 0.7207600101828575} {"data_time": 0.0122243941295892, "eta_seconds": 39967.498420597985, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3201137985805336, "fast_rcnn/fg_cls_accuracy": 0.6366602378656381, "iteration": 55559, "loss_box_reg": 0.22717704996466637, "loss_cls": 0.1901190122589469, "loss_mask": 0.23716894164681435, "loss_rpn_cls": 0.02569318620953709, "loss_rpn_loc": 0.05889385216869414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917744595059474, "mask_rcnn/false_negative": 0.09403622010281289, "mask_rcnn/false_positive": 0.12939758676168586, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.15043601160869, "total_loss": 0.7539979389403015} {"data_time": 0.012500005774199963, "eta_seconds": 39927.23577976227, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.296860401955459, "fast_rcnn/fg_cls_accuracy": 0.67753667111165, "iteration": 55579, "loss_box_reg": 0.23982758074998856, "loss_cls": 0.20620597572997212, "loss_mask": 0.24649692326784134, "loss_rpn_cls": 0.029350133147090673, "loss_rpn_loc": 0.07339644280727953, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989559905693515, "mask_rcnn/false_negative": 0.08454809997065606, "mask_rcnn/false_positive": 0.11675102705157209, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 209.375, "rpn/num_pos_anchors": 46.625, "time": 1.1498059697914869, "total_loss": 0.7966820347355679} {"data_time": 0.011684387922286987, "eta_seconds": 39922.59421572089, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.347261627721636, "fast_rcnn/fg_cls_accuracy": 0.6088734100545125, "iteration": 55599, "loss_box_reg": 0.244987852871418, "loss_cls": 0.1982324719429016, "loss_mask": 0.2519271392375231, "loss_rpn_cls": 0.029656986705958843, "loss_rpn_loc": 0.06634373078122735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839072788338074, "mask_rcnn/false_negative": 0.10134657932853058, "mask_rcnn/false_positive": 0.12800219767761317, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1700548559892923, "total_loss": 0.7871026879874989} {"data_time": 0.011471551610156894, "eta_seconds": 39879.88288062159, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3244537032932937, "fast_rcnn/fg_cls_accuracy": 0.6580760592333168, "iteration": 55619, "loss_box_reg": 0.24303799401968718, "loss_cls": 0.198839639313519, "loss_mask": 0.2509680315852165, "loss_rpn_cls": 0.02548897499218583, "loss_rpn_loc": 0.07723493035882711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954932522020966, "mask_rcnn/false_negative": 0.09904563144758777, "mask_rcnn/false_positive": 0.11014492954479924, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.145434368867427, "total_loss": 0.7995627298951149} {"data_time": 0.01236477354541421, "eta_seconds": 39852.466358030215, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2801452784503632, "fast_rcnn/fg_cls_accuracy": 0.7014095171530084, "iteration": 55639, "loss_box_reg": 0.24570050835609436, "loss_cls": 0.17862089350819588, "loss_mask": 0.23224417120218277, "loss_rpn_cls": 0.02508959942497313, "loss_rpn_loc": 0.06277940515428782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991733933929655, "mask_rcnn/false_negative": 0.08191884427414829, "mask_rcnn/false_positive": 0.11170493466144965, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1477329144254327, "total_loss": 0.7469286819687113} {"data_time": 0.013380331452935934, "eta_seconds": 39840.01616898924, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.29814814814814816, "fast_rcnn/fg_cls_accuracy": 0.6633925084857769, "iteration": 55659, "loss_box_reg": 0.2565221432596445, "loss_cls": 0.21041226107627153, "loss_mask": 0.2435474433004856, "loss_rpn_cls": 0.027485052472911775, "loss_rpn_loc": 0.0780178796267137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933676111342157, "mask_rcnn/false_negative": 0.08690431715320876, "mask_rcnn/false_positive": 0.13623879885170195, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 206.375, "rpn/num_pos_anchors": 49.625, "time": 1.169192725326866, "total_loss": 0.7911977106123231} {"data_time": 0.01217967551201582, "eta_seconds": 39811.23567581177, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3104669887278583, "fast_rcnn/fg_cls_accuracy": 0.6714628297362111, "iteration": 55679, "loss_box_reg": 0.2359685506671667, "loss_cls": 0.19458645302802324, "loss_mask": 0.2446253951638937, "loss_rpn_cls": 0.03164136759005487, "loss_rpn_loc": 0.07614538562484086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936413358722242, "mask_rcnn/false_negative": 0.10568972852478647, "mask_rcnn/false_positive": 0.11095911688709902, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1527146706357598, "total_loss": 0.7672600481600966} {"data_time": 0.012685105437412858, "eta_seconds": 39784.46735772304, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3256806715823444, "fast_rcnn/fg_cls_accuracy": 0.6496665184526456, "iteration": 55699, "loss_box_reg": 0.21888216026127338, "loss_cls": 0.18406384531408548, "loss_mask": 0.23763442784547806, "loss_rpn_cls": 0.03133649111259729, "loss_rpn_loc": 0.06321963935624808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950293753865182, "mask_rcnn/false_negative": 0.09474908854929759, "mask_rcnn/false_positive": 0.11303485476548866, "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": 1.1556119141168892, "total_loss": 0.7386178785236552} {"data_time": 0.012381772277876735, "eta_seconds": 39761.26941757277, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2629835718071012, "fast_rcnn/fg_cls_accuracy": 0.7161743138487324, "iteration": 55719, "loss_box_reg": 0.24606830161064863, "loss_cls": 0.19613358192145824, "loss_mask": 0.24667148478329182, "loss_rpn_cls": 0.02898503263713792, "loss_rpn_loc": 0.06635355623438954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047999664712012, "mask_rcnn/false_negative": 0.09145632335967976, "mask_rcnn/false_positive": 0.09925344893479446, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.16151697258465, "total_loss": 0.7880025319755077} {"data_time": 0.011493270052596927, "eta_seconds": 39743.06707015727, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30784845807564476, "fast_rcnn/fg_cls_accuracy": 0.6820333207118516, "iteration": 55739, "loss_box_reg": 0.22407561913132668, "loss_cls": 0.18792955111712217, "loss_mask": 0.2340342402458191, "loss_rpn_cls": 0.028399899369105697, "loss_rpn_loc": 0.07016890193335712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985694678223043, "mask_rcnn/false_negative": 0.0887172959682932, "mask_rcnn/false_positive": 0.10873577432777472, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1687650724779814, "total_loss": 0.7312190688098781} {"data_time": 0.01250360393896699, "eta_seconds": 39731.27090714872, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.34060314685314685, "fast_rcnn/fg_cls_accuracy": 0.6325757575757576, "iteration": 55759, "loss_box_reg": 0.23024523630738258, "loss_cls": 0.19955634325742722, "loss_mask": 0.24432789534330368, "loss_rpn_cls": 0.03023381275124848, "loss_rpn_loc": 0.07771506998687983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828085990288371, "mask_rcnn/false_negative": 0.10798441131493014, "mask_rcnn/false_positive": 0.13465405335521946, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1659141387790442, "total_loss": 0.7869116552174091} {"data_time": 0.011090811342000961, "eta_seconds": 39715.595025438815, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3095664193219846, "fast_rcnn/fg_cls_accuracy": 0.6695402298850575, "iteration": 55779, "loss_box_reg": 0.22872670833021402, "loss_cls": 0.18613410834223032, "loss_mask": 0.235450753942132, "loss_rpn_cls": 0.027494508598465472, "loss_rpn_loc": 0.07206443790346384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882466069601002, "mask_rcnn/false_negative": 0.10474175443916708, "mask_rcnn/false_positive": 0.11850530999608397, "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": 1.1748030695598572, "total_loss": 0.7537333802320063} {"data_time": 0.013594216434285045, "eta_seconds": 39689.87288600765, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.32653609831029184, "fast_rcnn/fg_cls_accuracy": 0.6586687306501549, "iteration": 55799, "loss_box_reg": 0.24496556632220745, "loss_cls": 0.19213603530079126, "loss_mask": 0.2510221619158983, "loss_rpn_cls": 0.02729365194682032, "loss_rpn_loc": 0.0662894988199696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889733680323435, "mask_rcnn/false_negative": 0.0892660535398821, "mask_rcnn/false_positive": 0.126943472466735, "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": 1.1716048896778375, "total_loss": 0.7644164975499734} {"data_time": 0.012627451913431287, "eta_seconds": 39672.04465119168, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31668694925443164, "fast_rcnn/fg_cls_accuracy": 0.6535836986139083, "iteration": 55819, "loss_box_reg": 0.25622554309666157, "loss_cls": 0.19829998537898064, "loss_mask": 0.2506766766309738, "loss_rpn_cls": 0.0329719097353518, "loss_rpn_loc": 0.07561286329291761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949126176708379, "mask_rcnn/false_negative": 0.10003603049838009, "mask_rcnn/false_positive": 0.11251542766004406, "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": 1.1724161822348833, "total_loss": 0.8232998244930059} {"data_time": 0.013166185235604644, "eta_seconds": 39645.959265604615, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.33274002782931356, "fast_rcnn/fg_cls_accuracy": 0.6165413533834587, "iteration": 55839, "loss_box_reg": 0.25048859883099794, "loss_cls": 0.1994703020900488, "loss_mask": 0.24961123056709766, "loss_rpn_cls": 0.03128745383583009, "loss_rpn_loc": 0.07051026029512286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869262598220641, "mask_rcnn/false_negative": 0.0914558145703803, "mask_rcnn/false_positive": 0.13932345270741897, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 205.875, "rpn/num_pos_anchors": 50.125, "time": 1.1338343578390777, "total_loss": 0.8020146591006778} {"data_time": 0.01294839195907116, "eta_seconds": 39636.6818656493, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.26792262559589297, "fast_rcnn/fg_cls_accuracy": 0.6953411745078412, "iteration": 55859, "loss_box_reg": 0.24187493324279785, "loss_cls": 0.1911586755886674, "loss_mask": 0.23950935155153275, "loss_rpn_cls": 0.02867315598996356, "loss_rpn_loc": 0.06715215207077563, "lr": 0.0001, "mask_rcnn/accuracy": 0.90525240928703, "mask_rcnn/false_negative": 0.08167761205427215, "mask_rcnn/false_positive": 0.11295195396010174, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1753628633450717, "total_loss": 0.7567469500936568} {"data_time": 0.0130172916688025, "eta_seconds": 39637.20461358316, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28019670115766826, "fast_rcnn/fg_cls_accuracy": 0.706280094252638, "iteration": 55879, "loss_box_reg": 0.22469786182045937, "loss_cls": 0.18645875342190266, "loss_mask": 0.22132598608732224, "loss_rpn_cls": 0.027325603645294905, "loss_rpn_loc": 0.06273327278904617, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007528512024132, "mask_rcnn/false_negative": 0.08680052031387825, "mask_rcnn/false_positive": 0.1082732007735485, "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": 1.1759601021185517, "total_loss": 0.7396360883722082} {"data_time": 0.012733274139463902, "eta_seconds": 39612.70672818646, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.31375, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 55899, "loss_box_reg": 0.2535214126110077, "loss_cls": 0.21310093998908997, "loss_mask": 0.2413711380213499, "loss_rpn_cls": 0.028101998614147305, "loss_rpn_loc": 0.08337105810642242, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017342189188446, "mask_rcnn/false_negative": 0.08704876665555905, "mask_rcnn/false_positive": 0.11111982403056928, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.1739963819272816, "total_loss": 0.8250350105809048} {"data_time": 0.012406630907207727, "eta_seconds": 39592.33453664929, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.33151839310450976, "fast_rcnn/fg_cls_accuracy": 0.6510953773536503, "iteration": 55919, "loss_box_reg": 0.2267809361219406, "loss_cls": 0.1961247306317091, "loss_mask": 0.23869207501411438, "loss_rpn_cls": 0.024200984742492437, "loss_rpn_loc": 0.06501529226079583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923065179560197, "mask_rcnn/false_negative": 0.09845011540978604, "mask_rcnn/false_positive": 0.10817688989322974, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.164461319334805, "total_loss": 0.7251441079424694} {"data_time": 0.011628184700384736, "eta_seconds": 39574.27646454424, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.32998385962008026, "fast_rcnn/fg_cls_accuracy": 0.6392602495543672, "iteration": 55939, "loss_box_reg": 0.24805430509150028, "loss_cls": 0.2102283611893654, "loss_mask": 0.2374652959406376, "loss_rpn_cls": 0.02473562117666006, "loss_rpn_loc": 0.07732045999728143, "lr": 0.0001, "mask_rcnn/accuracy": 0.891863028853886, "mask_rcnn/false_negative": 0.08501116533547413, "mask_rcnn/false_positive": 0.11794260984409624, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1588393480051309, "total_loss": 0.827381023671478} {"data_time": 0.012174978852272034, "eta_seconds": 39543.00695095211, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2823698945981555, "fast_rcnn/fg_cls_accuracy": 0.6964281946876516, "iteration": 55959, "loss_box_reg": 0.2168024331331253, "loss_cls": 0.1837526261806488, "loss_mask": 0.24307972379028797, "loss_rpn_cls": 0.028576545068062842, "loss_rpn_loc": 0.06796432135161012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993991556433805, "mask_rcnn/false_negative": 0.0963596183983735, "mask_rcnn/false_positive": 0.10682505760426737, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1455913435202092, "total_loss": 0.7339216796681285} {"data_time": 0.012368430383503437, "eta_seconds": 39515.78384817112, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2992345544013122, "fast_rcnn/fg_cls_accuracy": 0.6758436047686401, "iteration": 55979, "loss_box_reg": 0.23240523785352707, "loss_cls": 0.1949629494920373, "loss_mask": 0.25050668604671955, "loss_rpn_cls": 0.0272089863428846, "loss_rpn_loc": 0.06822790601290762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935453452857175, "mask_rcnn/false_negative": 0.09427710629256095, "mask_rcnn/false_positive": 0.11613208877271615, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1602514986880124, "total_loss": 0.7759113876381889} {"data_time": 0.012459667399525642, "eta_seconds": 39503.403331618756, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3089169738458838, "fast_rcnn/fg_cls_accuracy": 0.6679694712870068, "iteration": 55999, "loss_box_reg": 0.22392455954104662, "loss_cls": 0.17552021984010935, "loss_mask": 0.23048478737473488, "loss_rpn_cls": 0.034249257820192724, "loss_rpn_loc": 0.08666350459679961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924129859280234, "mask_rcnn/false_negative": 0.0902986850046214, "mask_rcnn/false_positive": 0.11694566008285906, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1778167497832328, "total_loss": 0.7455223415745422} {"data_time": 0.013367803068831563, "eta_seconds": 39476.159846107475, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2967626717626718, "fast_rcnn/fg_cls_accuracy": 0.6566980355072907, "iteration": 56019, "loss_box_reg": 0.24432748090475798, "loss_cls": 0.19491214025765657, "loss_mask": 0.24480760283768177, "loss_rpn_cls": 0.03180514823179692, "loss_rpn_loc": 0.07371187454555184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938163374324088, "mask_rcnn/false_negative": 0.08434941942948458, "mask_rcnn/false_positive": 0.1226943063512631, "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": 1.159825968556106, "total_loss": 0.7796458943630569} {"data_time": 0.012174447067081928, "eta_seconds": 39447.28524369188, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.33716777408637877, "fast_rcnn/fg_cls_accuracy": 0.6351547434942819, "iteration": 56039, "loss_box_reg": 0.22638235986232758, "loss_cls": 0.20240757800638676, "loss_mask": 0.2468256577849388, "loss_rpn_cls": 0.028569753980264068, "loss_rpn_loc": 0.07326942752115428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949948484233224, "mask_rcnn/false_negative": 0.08647468436143373, "mask_rcnn/false_positive": 0.12105007916750946, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.158079559681937, "total_loss": 0.776854271767661} {"data_time": 0.012276738416403532, "eta_seconds": 39438.29028913751, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3117265087853323, "fast_rcnn/fg_cls_accuracy": 0.6652951911054037, "iteration": 56059, "loss_box_reg": 0.2310898844152689, "loss_cls": 0.20832709036767483, "loss_mask": 0.23735211975872517, "loss_rpn_cls": 0.026688004611060023, "loss_rpn_loc": 0.06453958479687572, "lr": 0.0001, "mask_rcnn/accuracy": 0.894637665560671, "mask_rcnn/false_negative": 0.08972251130508849, "mask_rcnn/false_positive": 0.11897647086914964, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.1774786869063973, "total_loss": 0.7765053533948958} {"data_time": 0.012068880489096045, "eta_seconds": 39411.61061882973, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.2848976890970172, "fast_rcnn/fg_cls_accuracy": 0.6587434151355518, "iteration": 56079, "loss_box_reg": 0.23576879687607288, "loss_cls": 0.20182931143790483, "loss_mask": 0.23589514568448067, "loss_rpn_cls": 0.029297892877366394, "loss_rpn_loc": 0.07478655711747706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897850704458885, "mask_rcnn/false_negative": 0.09904940493415373, "mask_rcnn/false_positive": 0.11937682426996732, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1613543215207756, "total_loss": 0.7799878336372785} {"data_time": 0.012969359988346696, "eta_seconds": 39387.21685123164, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3007580325609441, "fast_rcnn/fg_cls_accuracy": 0.6786017168269728, "iteration": 56099, "loss_box_reg": 0.24158471822738647, "loss_cls": 0.19093897938728333, "loss_mask": 0.24289227649569511, "loss_rpn_cls": 0.02851033490151167, "loss_rpn_loc": 0.080716049997136, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907984111208148, "mask_rcnn/false_negative": 0.08824415964199253, "mask_rcnn/false_positive": 0.11555956341812972, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1601148913614452, "total_loss": 0.7562571553280577} {"data_time": 0.012251455103978515, "eta_seconds": 39368.57027094811, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30787433456795044, "fast_rcnn/fg_cls_accuracy": 0.6491596638655462, "iteration": 56119, "loss_box_reg": 0.22362457867711782, "loss_cls": 0.18480008281767368, "loss_mask": 0.24105582013726234, "loss_rpn_cls": 0.030840880936011672, "loss_rpn_loc": 0.0658022768329829, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016128788960771, "mask_rcnn/false_negative": 0.08366942983310546, "mask_rcnn/false_positive": 0.1180101657381879, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1660009634215385, "total_loss": 0.7403573758201674} {"data_time": 0.012706030625849962, "eta_seconds": 39331.2253507413, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.35102378271882917, "fast_rcnn/fg_cls_accuracy": 0.6107851522408485, "iteration": 56139, "loss_box_reg": 0.21325247921049595, "loss_cls": 0.18857851438224316, "loss_mask": 0.23741022497415543, "loss_rpn_cls": 0.023733264300972223, "loss_rpn_loc": 0.06756447558291256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871186862450945, "mask_rcnn/false_negative": 0.09529743567815863, "mask_rcnn/false_positive": 0.12854044117064653, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.148719143588096, "total_loss": 0.7362180990166962} {"data_time": 0.012809638166800141, "eta_seconds": 39322.090258821845, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28415264893591785, "fast_rcnn/fg_cls_accuracy": 0.6744389918086774, "iteration": 56159, "loss_box_reg": 0.23045892361551523, "loss_cls": 0.18895158171653748, "loss_mask": 0.23583883047103882, "loss_rpn_cls": 0.028323261241894215, "loss_rpn_loc": 0.07872523693367839, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967646949996759, "mask_rcnn/false_negative": 0.08466789313094072, "mask_rcnn/false_positive": 0.12186167405956941, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.173208441818133, "total_loss": 0.772636555659119} {"data_time": 0.013009169604629278, "eta_seconds": 39298.85025275871, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27959044093981333, "fast_rcnn/fg_cls_accuracy": 0.7090022253635461, "iteration": 56179, "loss_box_reg": 0.22207845002412796, "loss_cls": 0.18510782718658447, "loss_mask": 0.231485053896904, "loss_rpn_cls": 0.027920395485125482, "loss_rpn_loc": 0.06832052068784833, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028235078213144, "mask_rcnn/false_negative": 0.09118469101797103, "mask_rcnn/false_positive": 0.10347199846331218, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.1449275852646679, "total_loss": 0.7368708963040262} {"data_time": 0.013458006549626589, "eta_seconds": 39289.193747751415, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.33523251686190986, "fast_rcnn/fg_cls_accuracy": 0.6389758541071499, "iteration": 56199, "loss_box_reg": 0.2502869050949812, "loss_cls": 0.2102491781115532, "loss_mask": 0.25077543035149574, "loss_rpn_cls": 0.029804449412040412, "loss_rpn_loc": 0.06181523110717535, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903682295118129, "mask_rcnn/false_negative": 0.09858861980536072, "mask_rcnn/false_positive": 0.12742731385231013, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1732991642784327, "total_loss": 0.8008564247284085} {"data_time": 0.01196995540522039, "eta_seconds": 39280.767332687974, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3085243487066188, "fast_rcnn/fg_cls_accuracy": 0.6688431165024831, "iteration": 56219, "loss_box_reg": 0.22268844582140446, "loss_cls": 0.18325644545257092, "loss_mask": 0.2521619778126478, "loss_rpn_cls": 0.02885728343972005, "loss_rpn_loc": 0.07212019618600607, "lr": 0.0001, "mask_rcnn/accuracy": 0.892263472912127, "mask_rcnn/false_negative": 0.08747238702157373, "mask_rcnn/false_positive": 0.12575251983481972, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1663162864279002, "total_loss": 0.7665267791599035} {"data_time": 0.01144950371235609, "eta_seconds": 39253.88084191829, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.33077709611451944, "fast_rcnn/fg_cls_accuracy": 0.6540189125295508, "iteration": 56239, "loss_box_reg": 0.2518247105181217, "loss_cls": 0.18957199156284332, "loss_mask": 0.23710818216204643, "loss_rpn_cls": 0.027829205500893295, "loss_rpn_loc": 0.060178887913934886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953761932043023, "mask_rcnn/false_negative": 0.0867212015774731, "mask_rcnn/false_positive": 0.11589755662849621, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.164610447594896, "total_loss": 0.7725897366763093} {"data_time": 0.012435484677553177, "eta_seconds": 39230.62617317308, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.31559743384121897, "fast_rcnn/fg_cls_accuracy": 0.6576344086021505, "iteration": 56259, "loss_box_reg": 0.23247945308685303, "loss_cls": 0.1874986169859767, "loss_mask": 0.23680715076625347, "loss_rpn_cls": 0.0308083756826818, "loss_rpn_loc": 0.05891621392220259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885382441261254, "mask_rcnn/false_negative": 0.09628624789174825, "mask_rcnn/false_positive": 0.12137728411528892, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.167421167017892, "total_loss": 0.7624449140857905} {"data_time": 0.012006130069494247, "eta_seconds": 39215.31790472567, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3077364554637282, "fast_rcnn/fg_cls_accuracy": 0.658735921754594, "iteration": 56279, "loss_box_reg": 0.24127559922635555, "loss_cls": 0.1899865260347724, "loss_mask": 0.24320695362985134, "loss_rpn_cls": 0.02797389985062182, "loss_rpn_loc": 0.07120254775509238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988512028255286, "mask_rcnn/false_negative": 0.09360669251095238, "mask_rcnn/false_positive": 0.12107019683462059, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.173584028147161, "total_loss": 0.7641430828953162} {"data_time": 0.012435672571882606, "eta_seconds": 39202.50539050903, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2929881492371408, "fast_rcnn/fg_cls_accuracy": 0.6808843124191715, "iteration": 56299, "loss_box_reg": 0.22856001742184162, "loss_cls": 0.19394994340837002, "loss_mask": 0.23293988779187202, "loss_rpn_cls": 0.03203791150008328, "loss_rpn_loc": 0.0670192795805633, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060822315117071, "mask_rcnn/false_negative": 0.0935866113484464, "mask_rcnn/false_positive": 0.10159340501138639, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1508172950707376, "total_loss": 0.7495880728238262} {"data_time": 0.012409734539687634, "eta_seconds": 39164.483237564564, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2808385744234801, "fast_rcnn/fg_cls_accuracy": 0.6918419515045282, "iteration": 56319, "loss_box_reg": 0.24944991059601307, "loss_cls": 0.1997395707294345, "loss_mask": 0.2513896841555834, "loss_rpn_cls": 0.032921870239079, "loss_rpn_loc": 0.07327285502105951, "lr": 0.0001, "mask_rcnn/accuracy": 0.897917324544091, "mask_rcnn/false_negative": 0.08489374392249097, "mask_rcnn/false_positive": 0.11539293987996607, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.137510169064626, "total_loss": 0.8241502806195058} {"data_time": 0.012225548271089792, "eta_seconds": 39138.62823077012, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3346654003506721, "fast_rcnn/fg_cls_accuracy": 0.6352530643364025, "iteration": 56339, "loss_box_reg": 0.22953569702804089, "loss_cls": 0.17752279108390212, "loss_mask": 0.23894144222140312, "loss_rpn_cls": 0.02952789969276637, "loss_rpn_loc": 0.06405037315562367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900634034168011, "mask_rcnn/false_negative": 0.09468492282167174, "mask_rcnn/false_positive": 0.12202999532485222, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.135720813414082, "total_loss": 0.7189256157726049} {"data_time": 0.0117842354811728, "eta_seconds": 39112.308418266475, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.28808949162931463, "fast_rcnn/fg_cls_accuracy": 0.6915744837758112, "iteration": 56359, "loss_box_reg": 0.23610685393214226, "loss_cls": 0.18541702814400196, "loss_mask": 0.23977737687528133, "loss_rpn_cls": 0.028540362953208387, "loss_rpn_loc": 0.06596871349029243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919275906817435, "mask_rcnn/false_negative": 0.10181633825380655, "mask_rcnn/false_positive": 0.11499968825809359, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1619852285366505, "total_loss": 0.7636013915762305} {"data_time": 0.013023862149566412, "eta_seconds": 39066.45019212738, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32778896981593403, "fast_rcnn/fg_cls_accuracy": 0.6379811629811629, "iteration": 56379, "loss_box_reg": 0.2294034343212843, "loss_cls": 0.17623214051127434, "loss_mask": 0.23988474905490875, "loss_rpn_cls": 0.03219515585806221, "loss_rpn_loc": 0.06524959881789982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836879593123056, "mask_rcnn/false_negative": 0.10195801254205888, "mask_rcnn/false_positive": 0.1245534890487201, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1511834859848022, "total_loss": 0.775029776035808} {"data_time": 0.01315052225254476, "eta_seconds": 39036.86765469611, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.303610170962423, "fast_rcnn/fg_cls_accuracy": 0.6420333707962307, "iteration": 56399, "loss_box_reg": 0.23666819743812084, "loss_cls": 0.19341166783124208, "loss_mask": 0.2428885344415903, "loss_rpn_cls": 0.026189164258539677, "loss_rpn_loc": 0.06241203751415014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978942932067933, "mask_rcnn/false_negative": 0.1027678387788549, "mask_rcnn/false_positive": 0.1011636324157332, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1552527591120452, "total_loss": 0.7511036552023143} {"data_time": 0.011197770945727825, "eta_seconds": 39019.97018000111, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.32515075150751505, "fast_rcnn/fg_cls_accuracy": 0.6575908144765997, "iteration": 56419, "loss_box_reg": 0.241964403539896, "loss_cls": 0.20338652841746807, "loss_mask": 0.2521569784730673, "loss_rpn_cls": 0.03314750175923109, "loss_rpn_loc": 0.07454525260254741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921476495348815, "mask_rcnn/false_negative": 0.09708848489072214, "mask_rcnn/false_positive": 0.11887530638741595, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1527700198348612, "total_loss": 0.781245383550413} {"data_time": 0.011544849490746856, "eta_seconds": 39015.34306672402, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3047307631454037, "fast_rcnn/fg_cls_accuracy": 0.6864033100782218, "iteration": 56439, "loss_box_reg": 0.22119039669632912, "loss_cls": 0.183457275852561, "loss_mask": 0.22850807383656502, "loss_rpn_cls": 0.026067897561006248, "loss_rpn_loc": 0.06631778960581869, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008739953726643, "mask_rcnn/false_negative": 0.08645511368631943, "mask_rcnn/false_positive": 0.10983277096538548, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.1757072324398905, "total_loss": 0.7192661563167349} {"data_time": 0.011515233665704727, "eta_seconds": 38984.60184754338, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2937234136830911, "fast_rcnn/fg_cls_accuracy": 0.6590553576084123, "iteration": 56459, "loss_box_reg": 0.21148300729691982, "loss_cls": 0.17191482335329056, "loss_mask": 0.23342165350914001, "loss_rpn_cls": 0.02507610694738105, "loss_rpn_loc": 0.06773454113863409, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916522483767766, "mask_rcnn/false_negative": 0.09217830619112635, "mask_rcnn/false_positive": 0.12237684348541986, "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": 1.1508356805425137, "total_loss": 0.7270811628550291} {"data_time": 0.01381177268922329, "eta_seconds": 38970.92661811039, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.29847105508870214, "fast_rcnn/fg_cls_accuracy": 0.6864899806076277, "iteration": 56479, "loss_box_reg": 0.2307799831032753, "loss_cls": 0.19800808280706406, "loss_mask": 0.23584100045263767, "loss_rpn_cls": 0.029268408310599625, "loss_rpn_loc": 0.07179491082206368, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056894291588169, "mask_rcnn/false_negative": 0.08424207554152947, "mask_rcnn/false_positive": 0.09846996334621845, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1648516363929957, "total_loss": 0.7414415532257408} {"data_time": 0.012031614081934094, "eta_seconds": 38941.7882921407, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2999183308678501, "fast_rcnn/fg_cls_accuracy": 0.6713406189788054, "iteration": 56499, "loss_box_reg": 0.22020589374005795, "loss_cls": 0.18113592825829983, "loss_mask": 0.24259025417268276, "loss_rpn_cls": 0.028971193125471473, "loss_rpn_loc": 0.07070277514867485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918595557558112, "mask_rcnn/false_negative": 0.09292302000383376, "mask_rcnn/false_positive": 0.1263673141648611, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1502416743896902, "total_loss": 0.7494870563969016} {"data_time": 0.0126149149145931, "eta_seconds": 38906.990038175136, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.30723440954014214, "fast_rcnn/fg_cls_accuracy": 0.6751808506215441, "iteration": 56519, "loss_box_reg": 0.227966682985425, "loss_cls": 0.18041517585515976, "loss_mask": 0.24480345286428928, "loss_rpn_cls": 0.02428108814638108, "loss_rpn_loc": 0.061880411638412625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945831753652754, "mask_rcnn/false_negative": 0.0971477982646463, "mask_rcnn/false_positive": 0.12340540616838326, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1495445494074374, "total_loss": 0.7459660641034134} {"data_time": 0.012318399036303163, "eta_seconds": 38872.64518589247, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32385886893774124, "fast_rcnn/fg_cls_accuracy": 0.6470045309615707, "iteration": 56539, "loss_box_reg": 0.21379230730235577, "loss_cls": 0.19352932833135128, "loss_mask": 0.24521733447909355, "loss_rpn_cls": 0.02649360883515328, "loss_rpn_loc": 0.06109278422081843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964900086588599, "mask_rcnn/false_negative": 0.09196882524878142, "mask_rcnn/false_positive": 0.11364644063140726, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1535690345335752, "total_loss": 0.7382332582492381} {"data_time": 0.012355591868981719, "eta_seconds": 38852.230093702674, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30618756936736957, "fast_rcnn/fg_cls_accuracy": 0.6489280915941351, "iteration": 56559, "loss_box_reg": 0.2323231426998973, "loss_cls": 0.1762283407151699, "loss_mask": 0.247966431081295, "loss_rpn_cls": 0.02645055705215782, "loss_rpn_loc": 0.06197292287833989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966608506725484, "mask_rcnn/false_negative": 0.09479705091683834, "mask_rcnn/false_positive": 0.1211141998327645, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1568044740706682, "total_loss": 0.7537120016058907} {"data_time": 0.014317114604637027, "eta_seconds": 38836.32817120291, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.32136116076996635, "fast_rcnn/fg_cls_accuracy": 0.659972315840154, "iteration": 56579, "loss_box_reg": 0.237397076562047, "loss_cls": 0.20240377634763718, "loss_mask": 0.24567543156445026, "loss_rpn_cls": 0.03321006766054779, "loss_rpn_loc": 0.06948505062609911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944634715697755, "mask_rcnn/false_negative": 0.09468591192856057, "mask_rcnn/false_positive": 0.12343869267455584, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.1596676886547357, "total_loss": 0.783874177490361} {"data_time": 0.012286326615139842, "eta_seconds": 38796.05017588474, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31012996941896026, "fast_rcnn/fg_cls_accuracy": 0.6540462823497193, "iteration": 56599, "loss_box_reg": 0.21120738238096237, "loss_cls": 0.17394026648253202, "loss_mask": 0.23415947332978249, "loss_rpn_cls": 0.025105277891270816, "loss_rpn_loc": 0.06342660309746861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985489681128391, "mask_rcnn/false_negative": 0.10199754089211124, "mask_rcnn/false_positive": 0.09517584304252741, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.147654821164906, "total_loss": 0.696495266398415} {"data_time": 0.012506973929703236, "eta_seconds": 38789.84543251805, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2952263083451202, "fast_rcnn/fg_cls_accuracy": 0.6518151815181519, "iteration": 56619, "loss_box_reg": 0.2368191797286272, "loss_cls": 0.19163953652605414, "loss_mask": 0.24424009583890438, "loss_rpn_cls": 0.026001316029578447, "loss_rpn_loc": 0.057837702333927155, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989697916172775, "mask_rcnn/false_negative": 0.09187112445954516, "mask_rcnn/false_positive": 0.11530942583393647, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.171551369363442, "total_loss": 0.7755832361872308} {"data_time": 0.01226833718828857, "eta_seconds": 38772.79069315642, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.34045160617438464, "fast_rcnn/fg_cls_accuracy": 0.6294756105256516, "iteration": 56639, "loss_box_reg": 0.22413191199302673, "loss_cls": 0.19199504144489765, "loss_mask": 0.2431782055646181, "loss_rpn_cls": 0.028763936134055257, "loss_rpn_loc": 0.05984780611470342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923855426750879, "mask_rcnn/false_negative": 0.08638073409679635, "mask_rcnn/false_positive": 0.11820059501014979, "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": 1.1648112547118217, "total_loss": 0.7517629464564379} {"data_time": 0.011637468356639147, "eta_seconds": 38749.54561480321, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3420678562076834, "fast_rcnn/fg_cls_accuracy": 0.6491789174428608, "iteration": 56659, "loss_box_reg": 0.21569771226495504, "loss_cls": 0.1732535120099783, "loss_mask": 0.2467249073088169, "loss_rpn_cls": 0.02392027637688443, "loss_rpn_loc": 0.06605521880555898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947256400062522, "mask_rcnn/false_negative": 0.09676434945466564, "mask_rcnn/false_positive": 0.11656983923148559, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.179634254425764, "total_loss": 0.7189956470974721} {"data_time": 0.011281800689175725, "eta_seconds": 38728.12710698694, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32596236099230114, "fast_rcnn/fg_cls_accuracy": 0.6568590639189662, "iteration": 56679, "loss_box_reg": 0.2428281381726265, "loss_cls": 0.2004234530031681, "loss_mask": 0.25460321456193924, "loss_rpn_cls": 0.028899352822918445, "loss_rpn_loc": 0.06813955074176192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948362773995895, "mask_rcnn/false_negative": 0.08964126083251092, "mask_rcnn/false_positive": 0.1276146015894975, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1639082308392972, "total_loss": 0.8048875730019063} {"data_time": 0.0116954545956105, "eta_seconds": 38710.53301258944, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3391103234914246, "fast_rcnn/fg_cls_accuracy": 0.6259568018188708, "iteration": 56699, "loss_box_reg": 0.224052332341671, "loss_cls": 0.18782578594982624, "loss_mask": 0.24417198076844215, "loss_rpn_cls": 0.025398765224963427, "loss_rpn_loc": 0.06494821305386722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880649334201767, "mask_rcnn/false_negative": 0.09315421994999079, "mask_rcnn/false_positive": 0.12400845642279854, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.156396219972521, "total_loss": 0.7562735294923186} {"data_time": 0.01266534486785531, "eta_seconds": 38693.746259212494, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3237956001113896, "fast_rcnn/fg_cls_accuracy": 0.6568504594820384, "iteration": 56719, "loss_box_reg": 0.23492597043514252, "loss_cls": 0.20281450729817152, "loss_mask": 0.2419535480439663, "loss_rpn_cls": 0.029581193579360843, "loss_rpn_loc": 0.0702701797708869, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890371971346009, "mask_rcnn/false_negative": 0.09487713968172595, "mask_rcnn/false_positive": 0.11796712362362134, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.171039369655773, "total_loss": 0.781112034805119} {"data_time": 0.012320701265707612, "eta_seconds": 38658.38858278468, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34483056334988127, "fast_rcnn/fg_cls_accuracy": 0.6429743146988992, "iteration": 56739, "loss_box_reg": 0.2384681273251772, "loss_cls": 0.19699222780764103, "loss_mask": 0.24300245381891727, "loss_rpn_cls": 0.027424263156717643, "loss_rpn_loc": 0.06928168819285929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901261458192571, "mask_rcnn/false_negative": 0.09314313840893296, "mask_rcnn/false_positive": 0.11993207321106969, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1527139528188854, "total_loss": 0.7872206412721425} {"data_time": 0.01290244609117508, "eta_seconds": 38628.086883779615, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3382808231651794, "fast_rcnn/fg_cls_accuracy": 0.6520808296258566, "iteration": 56759, "loss_box_reg": 0.2375217154622078, "loss_cls": 0.19334999285638332, "loss_mask": 0.24082288332283497, "loss_rpn_cls": 0.024163365247659385, "loss_rpn_loc": 0.061551621300168335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888905048540597, "mask_rcnn/false_negative": 0.1055126674489652, "mask_rcnn/false_positive": 0.12012144855819953, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1552164223976433, "total_loss": 0.7585145040065981} {"data_time": 0.012277962174266577, "eta_seconds": 38603.9144777786, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.32649921791175973, "fast_rcnn/fg_cls_accuracy": 0.667220376522702, "iteration": 56779, "loss_box_reg": 0.21896802354604006, "loss_cls": 0.17883946560323238, "loss_mask": 0.2336889449506998, "loss_rpn_cls": 0.028962525655515492, "loss_rpn_loc": 0.06978323915973306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946975464878871, "mask_rcnn/false_negative": 0.08230272024147924, "mask_rcnn/false_positive": 0.1232740547499721, "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": 1.1655532631557435, "total_loss": 0.6975633664405905} {"data_time": 0.012949982425197959, "eta_seconds": 38563.73849818483, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3113354037267081, "fast_rcnn/fg_cls_accuracy": 0.6482758620689655, "iteration": 56799, "loss_box_reg": 0.2325199954211712, "loss_cls": 0.19514067936688662, "loss_mask": 0.23889108188450336, "loss_rpn_cls": 0.030460107373073697, "loss_rpn_loc": 0.06493584276176989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887056616378394, "mask_rcnn/false_negative": 0.0986677126739692, "mask_rcnn/false_positive": 0.11341968649054246, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1570855265017599, "total_loss": 0.7741149450885132} {"data_time": 0.01200326532125473, "eta_seconds": 38540.50733041484, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2689809571667504, "fast_rcnn/fg_cls_accuracy": 0.6945195469492145, "iteration": 56819, "loss_box_reg": 0.2617790512740612, "loss_cls": 0.19875127635896206, "loss_mask": 0.242210840806365, "loss_rpn_cls": 0.024183569476008415, "loss_rpn_loc": 0.07075865427032113, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010257759230175, "mask_rcnn/false_negative": 0.09458690323429142, "mask_rcnn/false_positive": 0.11120555713816918, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1685796459205449, "total_loss": 0.7636039470671676} {"data_time": 0.012692169519141316, "eta_seconds": 38534.190369751304, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3210382513661202, "fast_rcnn/fg_cls_accuracy": 0.649394586894587, "iteration": 56839, "loss_box_reg": 0.22164954338222742, "loss_cls": 0.18151276092976332, "loss_mask": 0.24320869892835617, "loss_rpn_cls": 0.031458477256819606, "loss_rpn_loc": 0.0794637301005423, "lr": 0.0001, "mask_rcnn/accuracy": 0.899221373571455, "mask_rcnn/false_negative": 0.09375066455386889, "mask_rcnn/false_positive": 0.10615273343368686, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1584989128168672, "total_loss": 0.7412011756096035} {"data_time": 0.012528638122603297, "eta_seconds": 38490.93798240647, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.32404371584699454, "fast_rcnn/fg_cls_accuracy": 0.6419663303831157, "iteration": 56859, "loss_box_reg": 0.22695137094706297, "loss_cls": 0.18930013291537762, "loss_mask": 0.2530398275703192, "loss_rpn_cls": 0.03135075303725898, "loss_rpn_loc": 0.07557947793975472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863511093952862, "mask_rcnn/false_negative": 0.09444733056660613, "mask_rcnn/false_positive": 0.137576792430668, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.155390354571864, "total_loss": 0.7523365609231405} {"data_time": 0.01257915748283267, "eta_seconds": 38426.327706836164, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2843996413285633, "fast_rcnn/fg_cls_accuracy": 0.6950082749221184, "iteration": 56879, "loss_box_reg": 0.22427326627075672, "loss_cls": 0.17965352907776833, "loss_mask": 0.24358309991657734, "loss_rpn_cls": 0.02450817357748747, "loss_rpn_loc": 0.06930760643444955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971681156886431, "mask_rcnn/false_negative": 0.09704273385766485, "mask_rcnn/false_positive": 0.10405270906059241, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.130883282283321, "total_loss": 0.7564685320248827} {"data_time": 0.01165203028358519, "eta_seconds": 38408.49091487471, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3082987098184999, "fast_rcnn/fg_cls_accuracy": 0.6517351210885336, "iteration": 56899, "loss_box_reg": 0.24233943782746792, "loss_cls": 0.18541932944208384, "loss_mask": 0.24789814092218876, "loss_rpn_cls": 0.030834187055006623, "loss_rpn_loc": 0.0630475771613419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969716023890479, "mask_rcnn/false_negative": 0.08183068814434047, "mask_rcnn/false_positive": 0.1263874737300414, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.16820800001733, "total_loss": 0.7599721558508463} {"data_time": 0.012731910683214664, "eta_seconds": 38380.69335353561, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31235553405364724, "fast_rcnn/fg_cls_accuracy": 0.673558567187051, "iteration": 56919, "loss_box_reg": 0.2245071455836296, "loss_cls": 0.18666305020451546, "loss_mask": 0.23552687093615532, "loss_rpn_cls": 0.028269745409488678, "loss_rpn_loc": 0.06297026388347149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921033436310304, "mask_rcnn/false_negative": 0.09677651308768441, "mask_rcnn/false_positive": 0.11870541445855334, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1543871259782463, "total_loss": 0.7282222042558715} {"data_time": 0.01320634363219142, "eta_seconds": 38348.893393040635, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3221464649343838, "fast_rcnn/fg_cls_accuracy": 0.6509502867177424, "iteration": 56939, "loss_box_reg": 0.22685139067471027, "loss_cls": 0.19473025109618902, "loss_mask": 0.2446199581027031, "loss_rpn_cls": 0.030254808021709323, "loss_rpn_loc": 0.0716898930259049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896462266413414, "mask_rcnn/false_negative": 0.09486957403433419, "mask_rcnn/false_positive": 0.11966936406861713, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1113907643593848, "total_loss": 0.7780758519656956} {"data_time": 0.013257035985589027, "eta_seconds": 38337.9398993589, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27071927576065136, "fast_rcnn/fg_cls_accuracy": 0.6784657970574852, "iteration": 56959, "loss_box_reg": 0.23370356485247612, "loss_cls": 0.1912459498271346, "loss_mask": 0.2504493510350585, "loss_rpn_cls": 0.02990457648411393, "loss_rpn_loc": 0.07418524520471692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882903607871719, "mask_rcnn/false_negative": 0.1018525190572696, "mask_rcnn/false_positive": 0.12122581781242064, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.164318339433521, "total_loss": 0.7842231041286141} {"data_time": 0.011772016528993845, "eta_seconds": 38314.732913947664, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3422068538398018, "fast_rcnn/fg_cls_accuracy": 0.6364225437010247, "iteration": 56979, "loss_box_reg": 0.23564749397337437, "loss_cls": 0.1963865216821432, "loss_mask": 0.24472372978925705, "loss_rpn_cls": 0.03054001193959266, "loss_rpn_loc": 0.07229973468929529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973526806902163, "mask_rcnn/false_negative": 0.09360496336457913, "mask_rcnn/false_positive": 0.11540905323264758, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1617150877136737, "total_loss": 0.7946826950646937} {"data_time": 0.012618283508345485, "eta_seconds": 38287.874264409766, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.2951113406256357, "fast_rcnn/fg_cls_accuracy": 0.6864410660316879, "iteration": 56999, "loss_box_reg": 0.21934652887284756, "loss_cls": 0.18679298367351294, "loss_mask": 0.24558153375983238, "loss_rpn_cls": 0.030787936237175018, "loss_rpn_loc": 0.0823921263217926, "lr": 0.0001, "mask_rcnn/accuracy": 0.888365845676895, "mask_rcnn/false_negative": 0.10316728528618148, "mask_rcnn/false_positive": 0.11174249901918694, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1392039291094989, "total_loss": 0.8075104735326022} {"data_time": 0.012212280416861176, "eta_seconds": 38260.6741362717, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.25585253456221196, "fast_rcnn/fg_cls_accuracy": 0.712238398544131, "iteration": 57019, "loss_box_reg": 0.21097950171679258, "loss_cls": 0.18377960659563541, "loss_mask": 0.22521577589213848, "loss_rpn_cls": 0.031023299205116928, "loss_rpn_loc": 0.0723805392626673, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067256719761075, "mask_rcnn/false_negative": 0.07863969601469611, "mask_rcnn/false_positive": 0.11224997045752758, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1535623946692795, "total_loss": 0.7168745672679506} {"data_time": 0.01179945282638073, "eta_seconds": 38239.44188900292, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.33273824438319555, "fast_rcnn/fg_cls_accuracy": 0.6145104895104896, "iteration": 57039, "loss_box_reg": 0.23533422872424126, "loss_cls": 0.1978240073658526, "loss_mask": 0.23872539587318897, "loss_rpn_cls": 0.026564288476947695, "loss_rpn_loc": 0.06128726853057742, "lr": 0.0001, "mask_rcnn/accuracy": 0.899913921107114, "mask_rcnn/false_negative": 0.09491354011827627, "mask_rcnn/false_positive": 0.114797819548815, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1602200774941593, "total_loss": 0.741387206595391} {"data_time": 0.012052804231643677, "eta_seconds": 38207.04687911086, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.32420484875444844, "fast_rcnn/fg_cls_accuracy": 0.6513457972031478, "iteration": 57059, "loss_box_reg": 0.24069557338953018, "loss_cls": 0.19412558805197477, "loss_mask": 0.23638339713215828, "loss_rpn_cls": 0.029305701842531562, "loss_rpn_loc": 0.07120807492174208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921457022466088, "mask_rcnn/false_negative": 0.08636193355438261, "mask_rcnn/false_positive": 0.13680094612615515, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1631634661462158, "total_loss": 0.7649077265523374} {"data_time": 0.012957469560205936, "eta_seconds": 38182.8524853196, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3163526071244192, "fast_rcnn/fg_cls_accuracy": 0.6778781621063501, "iteration": 57079, "loss_box_reg": 0.22173254936933517, "loss_cls": 0.19634474348276854, "loss_mask": 0.2446452770382166, "loss_rpn_cls": 0.028625475359149277, "loss_rpn_loc": 0.06455196859315038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988295006152149, "mask_rcnn/false_negative": 0.09347312407057942, "mask_rcnn/false_positive": 0.1324552798147391, "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": 1.151052696397528, "total_loss": 0.7545744924573228} {"data_time": 0.012055963044986129, "eta_seconds": 38154.568073758855, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2799643987341772, "fast_rcnn/fg_cls_accuracy": 0.705570339470656, "iteration": 57099, "loss_box_reg": 0.2259869985282421, "loss_cls": 0.17971371626481414, "loss_mask": 0.24570689909160137, "loss_rpn_cls": 0.028635784750804305, "loss_rpn_loc": 0.060042584547773004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969019643752678, "mask_rcnn/false_negative": 0.0851323623172539, "mask_rcnn/false_positive": 0.1108859779978791, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1464153253473341, "total_loss": 0.7678128789411858} {"data_time": 0.012584195239469409, "eta_seconds": 38118.70350440964, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3180630245765693, "fast_rcnn/fg_cls_accuracy": 0.6449144914491449, "iteration": 57119, "loss_box_reg": 0.23780387081205845, "loss_cls": 0.18430163245648146, "loss_mask": 0.24380012042820454, "loss_rpn_cls": 0.030184033326804638, "loss_rpn_loc": 0.06097514112479985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997051418267218, "mask_rcnn/false_negative": 0.09419522724458372, "mask_rcnn/false_positive": 0.1131141242573725, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1529856419656426, "total_loss": 0.7659653746231925} {"data_time": 0.013100392185151577, "eta_seconds": 38108.8607314555, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3151621313345283, "fast_rcnn/fg_cls_accuracy": 0.6723315203105729, "iteration": 57139, "loss_box_reg": 0.23645395785570145, "loss_cls": 0.1878407234326005, "loss_mask": 0.24299624003469944, "loss_rpn_cls": 0.025559248053468764, "loss_rpn_loc": 0.06578235048800707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913035565579939, "mask_rcnn/false_negative": 0.09434193994740478, "mask_rcnn/false_positive": 0.12230082428723285, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1663889321498573, "total_loss": 0.7748795034131035} {"data_time": 0.013502810383215547, "eta_seconds": 38076.74195153639, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32074191511373257, "fast_rcnn/fg_cls_accuracy": 0.6622525644104429, "iteration": 57159, "loss_box_reg": 0.21678388584405184, "loss_cls": 0.1669770679436624, "loss_mask": 0.23344771936535835, "loss_rpn_cls": 0.022760236053727567, "loss_rpn_loc": 0.05670949653722346, "lr": 0.0001, "mask_rcnn/accuracy": 0.892759412792895, "mask_rcnn/false_negative": 0.0872643532211799, "mask_rcnn/false_positive": 0.1268080275157218, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1579917778726667, "total_loss": 0.6867821494815871} {"data_time": 0.01165131526067853, "eta_seconds": 38056.661138520576, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3670155662909286, "fast_rcnn/fg_cls_accuracy": 0.6149691358024691, "iteration": 57179, "loss_box_reg": 0.21610574144870043, "loss_cls": 0.1836614664644003, "loss_mask": 0.24238668382167816, "loss_rpn_cls": 0.029080407228320837, "loss_rpn_loc": 0.0646258492488414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969428455974304, "mask_rcnn/false_negative": 0.10210036794117924, "mask_rcnn/false_positive": 0.11095570881023263, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1611287388950586, "total_loss": 0.7456672479165718} {"data_time": 0.011850192910060287, "eta_seconds": 38025.957267172635, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.26783304414883363, "fast_rcnn/fg_cls_accuracy": 0.6973837209302325, "iteration": 57199, "loss_box_reg": 0.22132266499102116, "loss_cls": 0.18449585046619177, "loss_mask": 0.23159545939415693, "loss_rpn_cls": 0.027326351962983608, "loss_rpn_loc": 0.06307694083079696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988559759701944, "mask_rcnn/false_negative": 0.09170015391806176, "mask_rcnn/false_positive": 0.10251352886582266, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1648701692465693, "total_loss": 0.7487019934924319} {"data_time": 0.012782550416886806, "eta_seconds": 37979.798415792175, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24006678982520963, "fast_rcnn/fg_cls_accuracy": 0.7378744768035858, "iteration": 57219, "loss_box_reg": 0.22583240363746881, "loss_cls": 0.18569676112383604, "loss_mask": 0.24508980102837086, "loss_rpn_cls": 0.0235822246177122, "loss_rpn_loc": 0.07056981814093888, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013172607752779, "mask_rcnn/false_negative": 0.09342091682307714, "mask_rcnn/false_positive": 0.09408075960664589, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.1475544949062169, "total_loss": 0.7470994570758194} {"data_time": 0.01246590749360621, "eta_seconds": 37962.69633530639, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29749207703559244, "fast_rcnn/fg_cls_accuracy": 0.6811971802372826, "iteration": 57239, "loss_box_reg": 0.2204435933381319, "loss_cls": 0.17951532267034054, "loss_mask": 0.23812320455908775, "loss_rpn_cls": 0.028755594044923782, "loss_rpn_loc": 0.06508348044008017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854321812290376, "mask_rcnn/false_negative": 0.0889600268895192, "mask_rcnn/false_positive": 0.12729817853145578, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1624926123768091, "total_loss": 0.7154140335624106} {"data_time": 0.012506035855039954, "eta_seconds": 37947.37169328611, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3362525768705903, "fast_rcnn/fg_cls_accuracy": 0.6434756667849195, "iteration": 57259, "loss_box_reg": 0.24138979613780975, "loss_cls": 0.19418020639568567, "loss_mask": 0.24342088773846626, "loss_rpn_cls": 0.03238596790470183, "loss_rpn_loc": 0.07550815888680518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845247619657182, "mask_rcnn/false_negative": 0.09842546371469629, "mask_rcnn/false_positive": 0.12299890418643585, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1720410727430135, "total_loss": 0.7809201803756878} {"data_time": 0.011874243849888444, "eta_seconds": 37910.280785989016, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.29087210780574624, "fast_rcnn/fg_cls_accuracy": 0.6542154306389343, "iteration": 57279, "loss_box_reg": 0.24132747389376163, "loss_cls": 0.19045160803943872, "loss_mask": 0.23452760092914104, "loss_rpn_cls": 0.027755624381825328, "loss_rpn_loc": 0.08077042072545737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947323509209589, "mask_rcnn/false_negative": 0.08561246481486665, "mask_rcnn/false_positive": 0.11578480868496134, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.16599775175564, "total_loss": 0.8064930600230582} {"data_time": 0.011299184523522854, "eta_seconds": 37893.16758743953, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3184219516361241, "fast_rcnn/fg_cls_accuracy": 0.6517105795024437, "iteration": 57299, "loss_box_reg": 0.21584106981754303, "loss_cls": 0.17388270050287247, "loss_mask": 0.2408069558441639, "loss_rpn_cls": 0.027356639737263322, "loss_rpn_loc": 0.0710907350294292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961748762004802, "mask_rcnn/false_negative": 0.09546006605609667, "mask_rcnn/false_positive": 0.11827029446016743, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.157991215121001, "total_loss": 0.720276891195681} {"data_time": 0.012877426575869322, "eta_seconds": 37889.38739682548, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.30774966920092395, "fast_rcnn/fg_cls_accuracy": 0.6597717653041384, "iteration": 57319, "loss_box_reg": 0.2418623175472021, "loss_cls": 0.1916543422266841, "loss_mask": 0.23138753697276115, "loss_rpn_cls": 0.02863772166892886, "loss_rpn_loc": 0.06888690311461687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986115719396451, "mask_rcnn/false_negative": 0.0867921542927555, "mask_rcnn/false_positive": 0.12094567117101251, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1656958148814738, "total_loss": 0.7568297911202535} {"data_time": 0.013893709983676672, "eta_seconds": 37876.91392237786, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3231309673932625, "fast_rcnn/fg_cls_accuracy": 0.6512251308900523, "iteration": 57339, "loss_box_reg": 0.22757750377058983, "loss_cls": 0.18307747319340706, "loss_mask": 0.23758971877396107, "loss_rpn_cls": 0.028977343230508268, "loss_rpn_loc": 0.059405780863016844, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972709026997314, "mask_rcnn/false_negative": 0.08749108435073757, "mask_rcnn/false_positive": 0.11832465106076512, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1641373462043703, "total_loss": 0.7456352700246498} {"data_time": 0.013007752830162644, "eta_seconds": 37858.85143607855, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3041826396495071, "fast_rcnn/fg_cls_accuracy": 0.6674665695750033, "iteration": 57359, "loss_box_reg": 0.23226810712367296, "loss_cls": 0.17447973182424903, "loss_mask": 0.2369969543069601, "loss_rpn_cls": 0.029256038134917617, "loss_rpn_loc": 0.06254855100996792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956447796509909, "mask_rcnn/false_negative": 0.09919484735942197, "mask_rcnn/false_positive": 0.11034691075776945, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.176571542629972, "total_loss": 0.7383020423585549} {"data_time": 0.013753842329606414, "eta_seconds": 37835.87945344858, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31729403409090906, "fast_rcnn/fg_cls_accuracy": 0.6442514189292836, "iteration": 57379, "loss_box_reg": 0.21914098039269447, "loss_cls": 0.19509658077731729, "loss_mask": 0.24409787543118, "loss_rpn_cls": 0.028585066967934836, "loss_rpn_loc": 0.07751328067388386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972833573691581, "mask_rcnn/false_negative": 0.09047371067712434, "mask_rcnn/false_positive": 0.11684124740822757, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1580703416839242, "total_loss": 0.7579259045887738} {"data_time": 0.01309371110983193, "eta_seconds": 37817.88643207401, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.31956201693043795, "fast_rcnn/fg_cls_accuracy": 0.6365426105717369, "iteration": 57399, "loss_box_reg": 0.23897924274206161, "loss_cls": 0.20330025255680084, "loss_mask": 0.24539376981556416, "loss_rpn_cls": 0.027554839267395437, "loss_rpn_loc": 0.06784236198291183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906210077578856, "mask_rcnn/false_negative": 0.09731478702798449, "mask_rcnn/false_positive": 0.13445675489031866, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.154938857536763, "total_loss": 0.7764088673866354} {"data_time": 0.013675203081220388, "eta_seconds": 37794.68527475372, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.331086532100618, "fast_rcnn/fg_cls_accuracy": 0.6436049578059072, "iteration": 57419, "loss_box_reg": 0.22953111305832863, "loss_cls": 0.1922234883531928, "loss_mask": 0.2443708200007677, "loss_rpn_cls": 0.026922028744593263, "loss_rpn_loc": 0.07066602865234017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934727283770652, "mask_rcnn/false_negative": 0.08685633447555317, "mask_rcnn/false_positive": 0.12007488390311932, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1596760444808751, "total_loss": 0.7937455158389639} {"data_time": 0.013414326123893261, "eta_seconds": 37760.940517839044, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.29563492063492064, "fast_rcnn/fg_cls_accuracy": 0.6931515957446809, "iteration": 57439, "loss_box_reg": 0.22489414550364017, "loss_cls": 0.17934891860932112, "loss_mask": 0.23145360127091408, "loss_rpn_cls": 0.023102200182620436, "loss_rpn_loc": 0.05631341238040477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967199382106448, "mask_rcnn/false_negative": 0.09407704994419294, "mask_rcnn/false_positive": 0.11025380817321614, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1460102510172874, "total_loss": 0.706870820838958} {"data_time": 0.01188895688392222, "eta_seconds": 37743.08759703301, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3104821218318151, "fast_rcnn/fg_cls_accuracy": 0.6545206667906054, "iteration": 57459, "loss_box_reg": 0.2459481582045555, "loss_cls": 0.2164136841893196, "loss_mask": 0.2414094340056181, "loss_rpn_cls": 0.02839104854501784, "loss_rpn_loc": 0.07238551607588306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970126659534781, "mask_rcnn/false_negative": 0.09388345376753535, "mask_rcnn/false_positive": 0.11989634230983337, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1754129158798605, "total_loss": 0.7834020425216295} {"data_time": 0.013320368016138673, "eta_seconds": 37725.08180279285, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.28982230261757824, "fast_rcnn/fg_cls_accuracy": 0.6705629819528374, "iteration": 57479, "loss_box_reg": 0.21442267671227455, "loss_cls": 0.17006609123200178, "loss_mask": 0.23619578778743744, "loss_rpn_cls": 0.029076025122776628, "loss_rpn_loc": 0.06949232437182218, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037297412505054, "mask_rcnn/false_negative": 0.08646487130621977, "mask_rcnn/false_positive": 0.10038190970084998, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1705510320607573, "total_loss": 0.7252873877878301} {"data_time": 0.012157059507444501, "eta_seconds": 37706.60287467763, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2850522317188984, "fast_rcnn/fg_cls_accuracy": 0.6840295394328879, "iteration": 57499, "loss_box_reg": 0.20931715611368418, "loss_cls": 0.17473187949508429, "loss_mask": 0.2381484340876341, "loss_rpn_cls": 0.028868632623925805, "loss_rpn_loc": 0.06765593879390508, "lr": 0.0001, "mask_rcnn/accuracy": 0.9134712861221519, "mask_rcnn/false_negative": 0.0854680185776506, "mask_rcnn/false_positive": 0.10126530558385341, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.158858417533338, "total_loss": 0.7370225520571694} {"data_time": 0.011817882070317864, "eta_seconds": 37684.89381778985, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3075651556637258, "fast_rcnn/fg_cls_accuracy": 0.6514984227129338, "iteration": 57519, "loss_box_reg": 0.23254545778036118, "loss_cls": 0.19334931578487158, "loss_mask": 0.24548741057515144, "loss_rpn_cls": 0.02618786954553798, "loss_rpn_loc": 0.0697106453590095, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865236435726818, "mask_rcnn/false_negative": 0.10593386796262647, "mask_rcnn/false_positive": 0.1163790252906093, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1625438572373241, "total_loss": 0.7824384464183822} {"data_time": 0.012469781329855323, "eta_seconds": 37674.395014112815, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.28841887195936916, "fast_rcnn/fg_cls_accuracy": 0.6895203424680622, "iteration": 57539, "loss_box_reg": 0.2216221857815981, "loss_cls": 0.18850493617355824, "loss_mask": 0.2335890345275402, "loss_rpn_cls": 0.027876713080331683, "loss_rpn_loc": 0.0596228854265064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980353785877542, "mask_rcnn/false_negative": 0.1043807266525156, "mask_rcnn/false_positive": 0.11672065074939778, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1692768188659102, "total_loss": 0.7503723315894604} {"data_time": 0.013175634667277336, "eta_seconds": 37665.44943715446, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2929029304029304, "fast_rcnn/fg_cls_accuracy": 0.689000814000814, "iteration": 57559, "loss_box_reg": 0.2427429724484682, "loss_cls": 0.18159001972526312, "loss_mask": 0.2491991762071848, "loss_rpn_cls": 0.029809629661031067, "loss_rpn_loc": 0.06686399388127029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947237677582582, "mask_rcnn/false_negative": 0.104777871430943, "mask_rcnn/false_positive": 0.1056183400590828, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1706255634780973, "total_loss": 0.7585574965924025} {"data_time": 0.012920483946800232, "eta_seconds": 37669.029891779646, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3037407538558389, "fast_rcnn/fg_cls_accuracy": 0.6682063125481139, "iteration": 57579, "loss_box_reg": 0.24915325827896595, "loss_cls": 0.20416015200316906, "loss_mask": 0.241871677339077, "loss_rpn_cls": 0.033712394535541534, "loss_rpn_loc": 0.08178357174620032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958442627560054, "mask_rcnn/false_negative": 0.09299695220982844, "mask_rcnn/false_positive": 0.1259479714312749, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1745833279564977, "total_loss": 0.792573313228786} {"data_time": 0.012761450139805675, "eta_seconds": 37650.400135014206, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.25500995355009953, "fast_rcnn/fg_cls_accuracy": 0.7017818806354659, "iteration": 57599, "loss_box_reg": 0.22284767217934132, "loss_cls": 0.1848424645140767, "loss_mask": 0.24477125518023968, "loss_rpn_cls": 0.029562656651251018, "loss_rpn_loc": 0.08093402069061995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906492787933236, "mask_rcnn/false_negative": 0.08762840244101719, "mask_rcnn/false_positive": 0.1265395498581271, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1597024570219219, "total_loss": 0.7653204401722178} {"data_time": 0.01247381791472435, "eta_seconds": 37624.77133968845, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33420156874352525, "fast_rcnn/fg_cls_accuracy": 0.6404524129098992, "iteration": 57619, "loss_box_reg": 0.23023428954184055, "loss_cls": 0.2035736506804824, "loss_mask": 0.23925616592168808, "loss_rpn_cls": 0.030897679389454424, "loss_rpn_loc": 0.06457946787122637, "lr": 0.0001, "mask_rcnn/accuracy": 0.889529864885472, "mask_rcnn/false_negative": 0.09995940739261083, "mask_rcnn/false_positive": 0.10981272858927382, "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": 1.1680396210867912, "total_loss": 0.7589652441674843} {"data_time": 0.012345209950581193, "eta_seconds": 37584.422945706174, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31136060471320587, "fast_rcnn/fg_cls_accuracy": 0.634449457211335, "iteration": 57639, "loss_box_reg": 0.22802953515201807, "loss_cls": 0.1907874485477805, "loss_mask": 0.23550572991371155, "loss_rpn_cls": 0.02612950559705496, "loss_rpn_loc": 0.06593299517408013, "lr": 0.0001, "mask_rcnn/accuracy": 0.899181135001841, "mask_rcnn/false_negative": 0.08227612542336561, "mask_rcnn/false_positive": 0.12791220445422125, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.147681240690872, "total_loss": 0.7418474613223225} {"data_time": 0.012744722189381719, "eta_seconds": 37538.81645401474, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3079523986086834, "fast_rcnn/fg_cls_accuracy": 0.6425953199149075, "iteration": 57659, "loss_box_reg": 0.2469405233860016, "loss_cls": 0.20012419112026691, "loss_mask": 0.256369398906827, "loss_rpn_cls": 0.029308395518455654, "loss_rpn_loc": 0.07641673414036632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924511717659149, "mask_rcnn/false_negative": 0.09164247527088393, "mask_rcnn/false_positive": 0.12156256972252463, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1280672696884722, "total_loss": 0.8105426115216687} {"data_time": 0.013307032641023397, "eta_seconds": 37503.341814503074, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2775689223057644, "fast_rcnn/fg_cls_accuracy": 0.6895708352561145, "iteration": 57679, "loss_box_reg": 0.22271569445729256, "loss_cls": 0.1928447112441063, "loss_mask": 0.23354320414364338, "loss_rpn_cls": 0.027767789317294955, "loss_rpn_loc": 0.06565120629966259, "lr": 0.0001, "mask_rcnn/accuracy": 0.899580618301077, "mask_rcnn/false_negative": 0.10093015021756219, "mask_rcnn/false_positive": 0.10853062276849477, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1438131085596979, "total_loss": 0.7389381452230737} {"data_time": 0.012611047364771366, "eta_seconds": 37476.04896288831, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29570483460559793, "fast_rcnn/fg_cls_accuracy": 0.6657196157474912, "iteration": 57699, "loss_box_reg": 0.21082677505910397, "loss_cls": 0.1821991470642388, "loss_mask": 0.24500560574233532, "loss_rpn_cls": 0.03219871991313994, "loss_rpn_loc": 0.06782460259273648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978609738816254, "mask_rcnn/false_negative": 0.09352093357514378, "mask_rcnn/false_positive": 0.10482551998695058, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.14584989589639, "total_loss": 0.7438150343368761} {"data_time": 0.012085240101441741, "eta_seconds": 37450.8777174633, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32701421800947866, "fast_rcnn/fg_cls_accuracy": 0.6318043540260481, "iteration": 57719, "loss_box_reg": 0.2417694292962551, "loss_cls": 0.20618831645697355, "loss_mask": 0.2506475914269686, "loss_rpn_cls": 0.030427561257965863, "loss_rpn_loc": 0.07901824708096683, "lr": 0.0001, "mask_rcnn/accuracy": 0.898836475547246, "mask_rcnn/false_negative": 0.09626094244563865, "mask_rcnn/false_positive": 0.1088755094733833, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1598587995395064, "total_loss": 0.8219820931553841} {"data_time": 0.012965257745236158, "eta_seconds": 37432.867468320765, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.33385909568874866, "fast_rcnn/fg_cls_accuracy": 0.6369180766657108, "iteration": 57739, "loss_box_reg": 0.2498811837285757, "loss_cls": 0.20130764972418547, "loss_mask": 0.24552767351269722, "loss_rpn_cls": 0.02943003550171852, "loss_rpn_loc": 0.06997470976784825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901035472464044, "mask_rcnn/false_negative": 0.0934423280993042, "mask_rcnn/false_positive": 0.11890897057393626, "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": 1.1781946374103427, "total_loss": 0.8128709747688845} {"data_time": 0.01298346952535212, "eta_seconds": 37419.05407439917, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32104430654777427, "fast_rcnn/fg_cls_accuracy": 0.6415223097112861, "iteration": 57759, "loss_box_reg": 0.2329518347978592, "loss_cls": 0.18884292617440224, "loss_mask": 0.24063997343182564, "loss_rpn_cls": 0.02694426418747753, "loss_rpn_loc": 0.06942231254652143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905698404605988, "mask_rcnn/false_negative": 0.09027048312705732, "mask_rcnn/false_positive": 0.12003212986163286, "roi_head/num_bg_samples": 426.625, "roi_head/num_fg_samples": 85.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1698699668049812, "total_loss": 0.7544243112206459} {"data_time": 0.013778756372630596, "eta_seconds": 37399.52585492749, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30438068843888766, "fast_rcnn/fg_cls_accuracy": 0.6483943270085404, "iteration": 57779, "loss_box_reg": 0.23544246517121792, "loss_cls": 0.19292964600026608, "loss_mask": 0.24124621786177158, "loss_rpn_cls": 0.030383364646695554, "loss_rpn_loc": 0.0717976656742394, "lr": 0.0001, "mask_rcnn/accuracy": 0.898613091515986, "mask_rcnn/false_negative": 0.09171554161546525, "mask_rcnn/false_positive": 0.1149547005489363, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.1687541990540922, "total_loss": 0.8090038674417883} {"data_time": 0.01324958330951631, "eta_seconds": 37382.45202032849, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33610963041933195, "fast_rcnn/fg_cls_accuracy": 0.6294808946469996, "iteration": 57799, "loss_box_reg": 0.23656514938920736, "loss_cls": 0.1965065561234951, "loss_mask": 0.23910298757255077, "loss_rpn_cls": 0.027506486338097602, "loss_rpn_loc": 0.0690339901484549, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920508282425248, "mask_rcnn/false_negative": 0.09646055497913153, "mask_rcnn/false_positive": 0.09863301029837156, "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": 1.1625759094022214, "total_loss": 0.7806307437131181} {"data_time": 0.012922198511660099, "eta_seconds": 37345.22414252162, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3248202604749838, "fast_rcnn/fg_cls_accuracy": 0.6459575955265611, "iteration": 57819, "loss_box_reg": 0.24459376372396946, "loss_cls": 0.17233003210276365, "loss_mask": 0.23798121698200703, "loss_rpn_cls": 0.024851151509210467, "loss_rpn_loc": 0.05986992479301989, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039257117498896, "mask_rcnn/false_negative": 0.08232869866729653, "mask_rcnn/false_positive": 0.11371610503326098, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1478273961693048, "total_loss": 0.7427672549965791} {"data_time": 0.012067325180396438, "eta_seconds": 37326.20282359421, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3099862574438846, "fast_rcnn/fg_cls_accuracy": 0.6743522346416237, "iteration": 57839, "loss_box_reg": 0.22920089773833752, "loss_cls": 0.1784959975630045, "loss_mask": 0.23337781429290771, "loss_rpn_cls": 0.027793253306299448, "loss_rpn_loc": 0.06811244401615113, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044590473100382, "mask_rcnn/false_negative": 0.08420048556432444, "mask_rcnn/false_positive": 0.110289227602749, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.159928203560412, "total_loss": 0.7363684951560572} {"data_time": 0.013581585371866822, "eta_seconds": 37325.31776033342, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34265507996671907, "fast_rcnn/fg_cls_accuracy": 0.637216670728735, "iteration": 57859, "loss_box_reg": 0.23279264941811562, "loss_cls": 0.1808550152927637, "loss_mask": 0.23529594205319881, "loss_rpn_cls": 0.023769381805323064, "loss_rpn_loc": 0.06751609640195966, "lr": 0.0001, "mask_rcnn/accuracy": 0.9107482708136243, "mask_rcnn/false_negative": 0.08412760197878497, "mask_rcnn/false_positive": 0.10239991471367432, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1714694069232792, "total_loss": 0.7647983853821643} {"data_time": 0.013498289976269007, "eta_seconds": 37313.218134492636, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.30929012923768495, "fast_rcnn/fg_cls_accuracy": 0.6545832666773317, "iteration": 57879, "loss_box_reg": 0.22589902114123106, "loss_cls": 0.18853254849091172, "loss_mask": 0.240025257691741, "loss_rpn_cls": 0.02821418666280806, "loss_rpn_loc": 0.06927018985152245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888385634067084, "mask_rcnn/false_negative": 0.09873852842381177, "mask_rcnn/false_positive": 0.12676912006229496, "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": 1.1385340448468924, "total_loss": 0.7890349785157014} {"data_time": 0.012938062893226743, "eta_seconds": 37274.75923751481, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2940534917279103, "fast_rcnn/fg_cls_accuracy": 0.6821376556260277, "iteration": 57899, "loss_box_reg": 0.22925275657325983, "loss_cls": 0.19132999889552593, "loss_mask": 0.24418485909700394, "loss_rpn_cls": 0.027548435144126415, "loss_rpn_loc": 0.06401749653741717, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039408671656648, "mask_rcnn/false_negative": 0.08773751811210892, "mask_rcnn/false_positive": 0.11925128267727506, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1736228745430708, "total_loss": 0.7563345853704959} {"data_time": 0.01182658621110022, "eta_seconds": 37249.14087895304, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.307742890021371, "fast_rcnn/fg_cls_accuracy": 0.6428776919283248, "iteration": 57919, "loss_box_reg": 0.23055457696318626, "loss_cls": 0.2032340206205845, "loss_mask": 0.24484162032604218, "loss_rpn_cls": 0.02910939371213317, "loss_rpn_loc": 0.06972257234156132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855654608993391, "mask_rcnn/false_negative": 0.10593792431710447, "mask_rcnn/false_positive": 0.11665001750635817, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1513623525388539, "total_loss": 0.8081239361781627} {"data_time": 0.01314502558670938, "eta_seconds": 37232.41093330085, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34774116847826086, "fast_rcnn/fg_cls_accuracy": 0.6083355402542373, "iteration": 57939, "loss_box_reg": 0.24010839499533176, "loss_cls": 0.20421033632010221, "loss_mask": 0.2446419820189476, "loss_rpn_cls": 0.02967720082961023, "loss_rpn_loc": 0.07918251259252429, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883105183144735, "mask_rcnn/false_negative": 0.09443090206701596, "mask_rcnn/false_positive": 0.12835984845441084, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1518007633276284, "total_loss": 0.8224772542016581} {"data_time": 0.011875945376232266, "eta_seconds": 37205.086790341884, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.35222193196331125, "fast_rcnn/fg_cls_accuracy": 0.6339065728818948, "iteration": 57959, "loss_box_reg": 0.23089011572301388, "loss_cls": 0.19037617603316903, "loss_mask": 0.24594995006918907, "loss_rpn_cls": 0.02924196282401681, "loss_rpn_loc": 0.06554529536515474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918582947763878, "mask_rcnn/false_negative": 0.0813291346300288, "mask_rcnn/false_positive": 0.11658232894093538, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.16578923095949, "total_loss": 0.7407403464894742} {"data_time": 0.012605759082362056, "eta_seconds": 37188.80569624249, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.32143132716049383, "fast_rcnn/fg_cls_accuracy": 0.6519461368310762, "iteration": 57979, "loss_box_reg": 0.2458704486489296, "loss_cls": 0.19927677046507597, "loss_mask": 0.257465373724699, "loss_rpn_cls": 0.03289419144857675, "loss_rpn_loc": 0.08020253968425095, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909011444781187, "mask_rcnn/false_negative": 0.09907892179734312, "mask_rcnn/false_positive": 0.12446827989029696, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1688606459647417, "total_loss": 0.8304449260467663} {"data_time": 0.013510990422219038, "eta_seconds": 37165.577210485935, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.3450304799148862, "fast_rcnn/fg_cls_accuracy": 0.6329139544674374, "iteration": 57999, "loss_box_reg": 0.25656964257359505, "loss_cls": 0.20109292678534985, "loss_mask": 0.24132037349045277, "loss_rpn_cls": 0.03267929470166564, "loss_rpn_loc": 0.07338665088173002, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911028108030987, "mask_rcnn/false_negative": 0.09164726236028603, "mask_rcnn/false_positive": 0.12817753266314652, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1538169251289219, "total_loss": 0.8123565083369613} {"data_time": 0.013235211838036776, "eta_seconds": 37165.47767822631, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.30847902097902097, "fast_rcnn/fg_cls_accuracy": 0.6689326757759478, "iteration": 58019, "loss_box_reg": 0.23545048013329506, "loss_cls": 0.18347576865926385, "loss_mask": 0.23730074055492878, "loss_rpn_cls": 0.031080316985026002, "loss_rpn_loc": 0.07221831497736275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971457541040584, "mask_rcnn/false_negative": 0.08988612907995176, "mask_rcnn/false_positive": 0.11533583702090211, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1759951240383089, "total_loss": 0.7643061741255224} {"data_time": 0.012871282175183296, "eta_seconds": 37148.78482158296, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.284587734741784, "fast_rcnn/fg_cls_accuracy": 0.6592883840590262, "iteration": 58039, "loss_box_reg": 0.23446577973663807, "loss_cls": 0.17995605990290642, "loss_mask": 0.25362432934343815, "loss_rpn_cls": 0.03230045665986836, "loss_rpn_loc": 0.07303574588149786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964584858795395, "mask_rcnn/false_negative": 0.08890149862450228, "mask_rcnn/false_positive": 0.11330013637604708, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.169858185807243, "total_loss": 0.7777267305646092} {"data_time": 0.01259401859715581, "eta_seconds": 37125.53777225781, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.33124346917450365, "fast_rcnn/fg_cls_accuracy": 0.63668715626011, "iteration": 58059, "loss_box_reg": 0.22575212083756924, "loss_cls": 0.19830939639359713, "loss_mask": 0.241542661562562, "loss_rpn_cls": 0.028538114042021334, "loss_rpn_loc": 0.06619489286094904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918701079829522, "mask_rcnn/false_negative": 0.07921524314869816, "mask_rcnn/false_positive": 0.13617656574392262, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.157077293843031, "total_loss": 0.7686359675135463} {"data_time": 0.01192446076311171, "eta_seconds": 37109.03018988669, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.29482246098424253, "fast_rcnn/fg_cls_accuracy": 0.6735214299082912, "iteration": 58079, "loss_box_reg": 0.2281633671373129, "loss_cls": 0.1850596508011222, "loss_mask": 0.24738811701536179, "loss_rpn_cls": 0.028651125263422728, "loss_rpn_loc": 0.06546590966172516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905082111881767, "mask_rcnn/false_negative": 0.09946456705402332, "mask_rcnn/false_positive": 0.1234866208753477, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 205.375, "rpn/num_pos_anchors": 50.625, "time": 1.161180732306093, "total_loss": 0.7733122168574482} {"data_time": 0.012323172530159354, "eta_seconds": 37094.552673003636, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.36254045926039197, "fast_rcnn/fg_cls_accuracy": 0.6009845897275541, "iteration": 58099, "loss_box_reg": 0.25581895373761654, "loss_cls": 0.20395346265286207, "loss_mask": 0.25497237406671047, "loss_rpn_cls": 0.032942668825853616, "loss_rpn_loc": 0.07686722371727228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853917820186722, "mask_rcnn/false_negative": 0.10591119679297871, "mask_rcnn/false_positive": 0.12295890337587764, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1658886331133544, "total_loss": 0.8362490925937891} {"data_time": 0.012182786827906966, "eta_seconds": 37074.286445081234, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3076045084890855, "fast_rcnn/fg_cls_accuracy": 0.6792882535920604, "iteration": 58119, "loss_box_reg": 0.22142294608056545, "loss_cls": 0.1942702615633607, "loss_mask": 0.23633184656500816, "loss_rpn_cls": 0.023727863794192672, "loss_rpn_loc": 0.051734771695919335, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035803274798291, "mask_rcnn/false_negative": 0.08666842705654104, "mask_rcnn/false_positive": 0.11251005557360841, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.158206932945177, "total_loss": 0.7077402134309523} {"data_time": 0.01248946227133274, "eta_seconds": 37049.13558701053, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32348113092223596, "fast_rcnn/fg_cls_accuracy": 0.6248517707534733, "iteration": 58139, "loss_box_reg": 0.2346225492656231, "loss_cls": 0.19828392565250397, "loss_mask": 0.25635158456861973, "loss_rpn_cls": 0.031271834624931216, "loss_rpn_loc": 0.08276038756594062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931570276120102, "mask_rcnn/false_negative": 0.09017682810491845, "mask_rcnn/false_positive": 0.12185261448982951, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 1.1642299459781498, "total_loss": 0.8269748188613448} {"data_time": 0.012027749558910728, "eta_seconds": 37034.79056186974, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.31876026272577995, "fast_rcnn/fg_cls_accuracy": 0.633881563058494, "iteration": 58159, "loss_box_reg": 0.24597772397100925, "loss_cls": 0.19282454904168844, "loss_mask": 0.25409686751663685, "loss_rpn_cls": 0.031113179051317275, "loss_rpn_loc": 0.07388034532777965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806512195630243, "mask_rcnn/false_negative": 0.09779036661530455, "mask_rcnn/false_positive": 0.11956878822872881, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1757521568797529, "total_loss": 0.8198885397287086} {"data_time": 0.012898257933557034, "eta_seconds": 37011.52750247158, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2764865205341396, "fast_rcnn/fg_cls_accuracy": 0.662364064668108, "iteration": 58179, "loss_box_reg": 0.22288907691836357, "loss_cls": 0.18577946163713932, "loss_mask": 0.24496007524430752, "loss_rpn_cls": 0.02751961536705494, "loss_rpn_loc": 0.06815215898677707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851120977237048, "mask_rcnn/false_negative": 0.10287134173965555, "mask_rcnn/false_positive": 0.13139948132226403, "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": 1.1635318009648472, "total_loss": 0.7560299332253635} {"data_time": 0.01228147791698575, "eta_seconds": 36984.00020459667, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.32866666666666666, "fast_rcnn/fg_cls_accuracy": 0.6569884364002011, "iteration": 58199, "loss_box_reg": 0.2160569904372096, "loss_cls": 0.18871771171689034, "loss_mask": 0.2472438421100378, "loss_rpn_cls": 0.028768875170499086, "loss_rpn_loc": 0.07408423908054829, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058336064744156, "mask_rcnn/false_negative": 0.0895911477917034, "mask_rcnn/false_positive": 0.11345930095428446, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 1.1621083456557244, "total_loss": 0.7592529986286536} {"data_time": 0.011775511084124446, "eta_seconds": 36960.7398271095, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.307123926571655, "fast_rcnn/fg_cls_accuracy": 0.6768888888888889, "iteration": 58219, "loss_box_reg": 0.21946226991713047, "loss_cls": 0.1850748397409916, "loss_mask": 0.24388214759528637, "loss_rpn_cls": 0.022907311911694705, "loss_rpn_loc": 0.060917416121810675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941157832295274, "mask_rcnn/false_negative": 0.0998445736807866, "mask_rcnn/false_positive": 0.10633977919847737, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1421475920360535, "total_loss": 0.7275242197792977} {"data_time": 0.0124421794898808, "eta_seconds": 36945.44806841761, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2953935599284436, "fast_rcnn/fg_cls_accuracy": 0.6713232127476314, "iteration": 58239, "loss_box_reg": 0.22386450693011284, "loss_cls": 0.18458686769008636, "loss_mask": 0.2484778854995966, "loss_rpn_cls": 0.026751159923151135, "loss_rpn_loc": 0.0784057134296745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997568493436654, "mask_rcnn/false_negative": 0.08907718829639283, "mask_rcnn/false_positive": 0.11986538279870523, "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": 1.1697725309059024, "total_loss": 0.7617247846210375} {"data_time": 0.011659472016617656, "eta_seconds": 36914.219072135165, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33566464082260905, "fast_rcnn/fg_cls_accuracy": 0.6346949609343098, "iteration": 58259, "loss_box_reg": 0.24938778206706047, "loss_cls": 0.20185664668679237, "loss_mask": 0.25596968829631805, "loss_rpn_cls": 0.03275225090328604, "loss_rpn_loc": 0.06909031514078379, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852291610606768, "mask_rcnn/false_negative": 0.09732692057252726, "mask_rcnn/false_positive": 0.12685007001190435, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1664432594552636, "total_loss": 0.8204408035380766} {"data_time": 0.013166391989216208, "eta_seconds": 36887.49008069746, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.33305641707281053, "fast_rcnn/fg_cls_accuracy": 0.6467367769873182, "iteration": 58279, "loss_box_reg": 0.2240963689982891, "loss_cls": 0.18549426086246967, "loss_mask": 0.23639176040887833, "loss_rpn_cls": 0.029382570879533887, "loss_rpn_loc": 0.07129625254310668, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789622231871472, "mask_rcnn/false_negative": 0.10024972627440243, "mask_rcnn/false_positive": 0.12265037028918425, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1518054604530334, "total_loss": 0.7409116001799703} {"data_time": 0.011728139594197273, "eta_seconds": 36864.23189023044, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2916577268914939, "fast_rcnn/fg_cls_accuracy": 0.6917009073188518, "iteration": 58299, "loss_box_reg": 0.22984622791409492, "loss_cls": 0.1913236202672124, "loss_mask": 0.24594354629516602, "loss_rpn_cls": 0.030152643797919154, "loss_rpn_loc": 0.06926772859878838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927472159824117, "mask_rcnn/false_negative": 0.09210732550432577, "mask_rcnn/false_positive": 0.11767354006142759, "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": 1.1659245679620653, "total_loss": 0.786189055419527} {"data_time": 0.011719685047864914, "eta_seconds": 36839.69386227429, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3032670454545454, "fast_rcnn/fg_cls_accuracy": 0.6701996197718632, "iteration": 58319, "loss_box_reg": 0.22438162192702293, "loss_cls": 0.174930683337152, "loss_mask": 0.2381597775965929, "loss_rpn_cls": 0.025360808125697076, "loss_rpn_loc": 0.06403726735152304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844818845825245, "mask_rcnn/false_negative": 0.10402230940421175, "mask_rcnn/false_positive": 0.1216799750891254, "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": 1.158234762493521, "total_loss": 0.7425318600726314} {"data_time": 0.01321272412315011, "eta_seconds": 36818.44130650163, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30544354838709675, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 58339, "loss_box_reg": 0.22336378321051598, "loss_cls": 0.17479475401341915, "loss_mask": 0.23582632280886173, "loss_rpn_cls": 0.030635587638244033, "loss_rpn_loc": 0.06218312110286206, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900490888909051, "mask_rcnn/false_negative": 0.09832014955086626, "mask_rcnn/false_positive": 0.11328194192071328, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1714761448092759, "total_loss": 0.7244838925544173} {"data_time": 0.010924952337518334, "eta_seconds": 36784.61958336644, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2872134089856415, "fast_rcnn/fg_cls_accuracy": 0.7009707426277598, "iteration": 58359, "loss_box_reg": 0.22003425564616919, "loss_cls": 0.1902721719816327, "loss_mask": 0.24146497435867786, "loss_rpn_cls": 0.026795673999004066, "loss_rpn_loc": 0.06946102972142398, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027783178820309, "mask_rcnn/false_negative": 0.09454537667322407, "mask_rcnn/false_positive": 0.10194657652813194, "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": 1.1530458426568657, "total_loss": 0.7645061702933162} {"data_time": 0.012112747179344296, "eta_seconds": 36760.66088617779, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3471220823658805, "fast_rcnn/fg_cls_accuracy": 0.6393369175627239, "iteration": 58379, "loss_box_reg": 0.24168044328689575, "loss_cls": 0.20765251759439707, "loss_mask": 0.2379564754664898, "loss_rpn_cls": 0.027184501697774976, "loss_rpn_loc": 0.0707560358569026, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008036761821823, "mask_rcnn/false_negative": 0.07978653424536042, "mask_rcnn/false_positive": 0.11482952295333648, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1559667580295354, "total_loss": 0.7823038544738665} {"data_time": 0.010827427497133613, "eta_seconds": 36732.93565008789, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.35865617433414043, "fast_rcnn/fg_cls_accuracy": 0.6148675504430572, "iteration": 58399, "loss_box_reg": 0.21505006402730942, "loss_cls": 0.17920616827905178, "loss_mask": 0.25293547101318836, "loss_rpn_cls": 0.02892857522238046, "loss_rpn_loc": 0.07430126331746578, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001421343632379, "mask_rcnn/false_negative": 0.08506454007462988, "mask_rcnn/false_positive": 0.11773492437569792, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1413244979921728, "total_loss": 0.749370235047536} {"data_time": 0.012751114554703236, "eta_seconds": 36706.93979924079, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.31301904352806414, "fast_rcnn/fg_cls_accuracy": 0.6498560298102981, "iteration": 58419, "loss_box_reg": 0.24755940213799477, "loss_cls": 0.19744057580828667, "loss_mask": 0.23738710582256317, "loss_rpn_cls": 0.027562429546378553, "loss_rpn_loc": 0.07286743284203112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958865660085172, "mask_rcnn/false_negative": 0.09642584456910015, "mask_rcnn/false_positive": 0.12553333000068545, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1483104485087097, "total_loss": 0.8050341103225946} {"data_time": 0.012316289590671659, "eta_seconds": 36680.8772386238, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2752040211761558, "fast_rcnn/fg_cls_accuracy": 0.7167468223978014, "iteration": 58439, "loss_box_reg": 0.21099154651165009, "loss_cls": 0.17693951912224293, "loss_mask": 0.25041565857827663, "loss_rpn_cls": 0.027924762456677854, "loss_rpn_loc": 0.061619248474016786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983517815511697, "mask_rcnn/false_negative": 0.08712829355618668, "mask_rcnn/false_positive": 0.11904275731007119, "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": 1.1477403093595058, "total_loss": 0.7445356259122491} {"data_time": 0.012699654558673501, "eta_seconds": 36652.20992379822, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2888455697350228, "fast_rcnn/fg_cls_accuracy": 0.6868076710052617, "iteration": 58459, "loss_box_reg": 0.2232010867446661, "loss_cls": 0.18645371682941914, "loss_mask": 0.25167449936270714, "loss_rpn_cls": 0.028885215637274086, "loss_rpn_loc": 0.06710467720404267, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015194322590843, "mask_rcnn/false_negative": 0.08259640054167655, "mask_rcnn/false_positive": 0.11143458558648942, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1474710311740637, "total_loss": 0.7651423349743709} {"data_time": 0.011587460525333881, "eta_seconds": 36609.48043555021, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.31169250645994834, "fast_rcnn/fg_cls_accuracy": 0.6549778641615376, "iteration": 58479, "loss_box_reg": 0.2091105217114091, "loss_cls": 0.1695377780124545, "loss_mask": 0.24158379435539246, "loss_rpn_cls": 0.027089487994089723, "loss_rpn_loc": 0.06445359252393246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953543537537295, "mask_rcnn/false_negative": 0.09367150031228984, "mask_rcnn/false_positive": 0.115069809854631, "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": 1.1594960102811456, "total_loss": 0.7162975282408297} {"data_time": 0.012988198082894087, "eta_seconds": 36586.251069791615, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.30458189132428193, "fast_rcnn/fg_cls_accuracy": 0.6446076256396605, "iteration": 58499, "loss_box_reg": 0.2310964521020651, "loss_cls": 0.1951674409210682, "loss_mask": 0.24121048487722874, "loss_rpn_cls": 0.029224251164123416, "loss_rpn_loc": 0.0698914984241128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934713575356177, "mask_rcnn/false_negative": 0.09166950892106772, "mask_rcnn/false_positive": 0.12195004454994576, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1588296063710004, "total_loss": 0.778387222904712} {"data_time": 0.012010640930384398, "eta_seconds": 36552.13899616152, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.30715211754537597, "fast_rcnn/fg_cls_accuracy": 0.6571894928636501, "iteration": 58519, "loss_box_reg": 0.2161813536658883, "loss_cls": 0.17344168666750193, "loss_mask": 0.24016763642430305, "loss_rpn_cls": 0.02996453020023182, "loss_rpn_loc": 0.06514822039753199, "lr": 0.0001, "mask_rcnn/accuracy": 0.883305101967321, "mask_rcnn/false_negative": 0.10057733877689287, "mask_rcnn/false_positive": 0.1335679955431444, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.120205137412995, "total_loss": 0.7189949420280755} {"data_time": 0.01256424468010664, "eta_seconds": 36528.916544448584, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31046353101567825, "fast_rcnn/fg_cls_accuracy": 0.6847421703124721, "iteration": 58539, "loss_box_reg": 0.22715024091303349, "loss_cls": 0.20299235545098782, "loss_mask": 0.2416789811104536, "loss_rpn_cls": 0.029160016914829612, "loss_rpn_loc": 0.0741216205060482, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038321510463665, "mask_rcnn/false_negative": 0.08050258518675832, "mask_rcnn/false_positive": 0.09501868774680589, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.162676617037505, "total_loss": 0.791746404254809} {"data_time": 0.01191397407092154, "eta_seconds": 36494.01269322261, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2984300947867299, "fast_rcnn/fg_cls_accuracy": 0.6818298242917884, "iteration": 58559, "loss_box_reg": 0.22199126798659563, "loss_cls": 0.18237308971583843, "loss_mask": 0.24287504889070988, "loss_rpn_cls": 0.027360483072698116, "loss_rpn_loc": 0.06621776847168803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910820570186753, "mask_rcnn/false_negative": 0.09085463703313865, "mask_rcnn/false_positive": 0.1257353220634693, "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": 1.1645140862092376, "total_loss": 0.7265410930849612} {"data_time": 0.011516621569171548, "eta_seconds": 36449.786003762856, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3187401751628116, "fast_rcnn/fg_cls_accuracy": 0.6413189354365825, "iteration": 58579, "loss_box_reg": 0.22233735024929047, "loss_cls": 0.18913357984274626, "loss_mask": 0.2528228089213371, "loss_rpn_cls": 0.0255050448467955, "loss_rpn_loc": 0.059544139076024294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855524467851656, "mask_rcnn/false_negative": 0.10349225486413868, "mask_rcnn/false_positive": 0.1197798733357174, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1489015510305762, "total_loss": 0.7524694513704162} {"data_time": 0.012615990592166781, "eta_seconds": 36440.074821561575, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.29881931267130507, "fast_rcnn/fg_cls_accuracy": 0.6727134590566588, "iteration": 58599, "loss_box_reg": 0.22667647525668144, "loss_cls": 0.19650745391845703, "loss_mask": 0.239446509629488, "loss_rpn_cls": 0.02806156687438488, "loss_rpn_loc": 0.07081063883379102, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009388667965553, "mask_rcnn/false_negative": 0.09914999368313038, "mask_rcnn/false_positive": 0.09775907101647026, "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": 1.1729460950009525, "total_loss": 0.7514525094302371} {"data_time": 0.011815509526059031, "eta_seconds": 36404.902194631286, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31990800801981367, "fast_rcnn/fg_cls_accuracy": 0.6487140270928273, "iteration": 58619, "loss_box_reg": 0.23032774776220322, "loss_cls": 0.1898663118481636, "loss_mask": 0.2369519267231226, "loss_rpn_cls": 0.023816440370865166, "loss_rpn_loc": 0.07022193213924766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994574852448122, "mask_rcnn/false_negative": 0.09274199215370554, "mask_rcnn/false_positive": 0.09829485741254212, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.156144809210673, "total_loss": 0.7634906214661896} {"data_time": 0.011904089013114572, "eta_seconds": 36395.25811910629, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2952392718886418, "fast_rcnn/fg_cls_accuracy": 0.6948783248443691, "iteration": 58639, "loss_box_reg": 0.23272248171269894, "loss_cls": 0.18829907570034266, "loss_mask": 0.2433777842670679, "loss_rpn_cls": 0.027455548057332635, "loss_rpn_loc": 0.06844623479992151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957178049429221, "mask_rcnn/false_negative": 0.09711908327541008, "mask_rcnn/false_positive": 0.1073448507436149, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1708792583085597, "total_loss": 0.7569958819076419} {"data_time": 0.01260505081154406, "eta_seconds": 36373.51631706115, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30129399956986164, "fast_rcnn/fg_cls_accuracy": 0.6819282511210762, "iteration": 58659, "loss_box_reg": 0.25406595785170794, "loss_cls": 0.20501908287405968, "loss_mask": 0.24989193677902222, "loss_rpn_cls": 0.03022183757275343, "loss_rpn_loc": 0.0854419011157006, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044736055831497, "mask_rcnn/false_negative": 0.09101321965168482, "mask_rcnn/false_positive": 0.10077287739398191, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1311451611109078, "total_loss": 0.8364535311120562} {"data_time": 0.012260452145710588, "eta_seconds": 36366.35938245803, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2966028394178001, "fast_rcnn/fg_cls_accuracy": 0.6824225400068097, "iteration": 58679, "loss_box_reg": 0.23531913198530674, "loss_cls": 0.1793452026322484, "loss_mask": 0.24180367216467857, "loss_rpn_cls": 0.029273063875734806, "loss_rpn_loc": 0.06883447128348053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920838513340166, "mask_rcnn/false_negative": 0.09008615658898983, "mask_rcnn/false_positive": 0.12315326356175299, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1665493636392057, "total_loss": 0.748591132403817} {"data_time": 0.011608726810663939, "eta_seconds": 36341.76826861221, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2327091513138025, "fast_rcnn/fg_cls_accuracy": 0.6912815866304238, "iteration": 58699, "loss_box_reg": 0.22088368982076645, "loss_cls": 0.1697768745943904, "loss_mask": 0.24233007431030273, "loss_rpn_cls": 0.024716868880204856, "loss_rpn_loc": 0.06389109836891294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990110343580698, "mask_rcnn/false_negative": 0.0896643908729818, "mask_rcnn/false_positive": 0.11226456392144865, "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": 1.1485432025510818, "total_loss": 0.6919668832561001} {"data_time": 0.012405304005369544, "eta_seconds": 36302.41307288408, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2987282066314464, "fast_rcnn/fg_cls_accuracy": 0.6919090517971918, "iteration": 58719, "loss_box_reg": 0.21832864545285702, "loss_cls": 0.18736689165234566, "loss_mask": 0.22900485806167126, "loss_rpn_cls": 0.02541954501066357, "loss_rpn_loc": 0.060772928642109036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999753566529678, "mask_rcnn/false_negative": 0.08609153307143738, "mask_rcnn/false_positive": 0.11922762995870512, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1307116919197142, "total_loss": 0.7438796533388086} {"data_time": 0.013661777367815375, "eta_seconds": 36277.60315038264, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.29315324137148047, "fast_rcnn/fg_cls_accuracy": 0.6857601433317159, "iteration": 58739, "loss_box_reg": 0.22461935319006443, "loss_cls": 0.18808275368064642, "loss_mask": 0.24006268195807934, "loss_rpn_cls": 0.027485228318255395, "loss_rpn_loc": 0.06857963558286428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822980708457826, "mask_rcnn/false_negative": 0.10227321390948221, "mask_rcnn/false_positive": 0.1383659604050328, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1688518298324198, "total_loss": 0.7473463391652331} {"data_time": 0.012621568981558084, "eta_seconds": 36242.4838929344, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.32809905245677445, "fast_rcnn/fg_cls_accuracy": 0.6448153582783076, "iteration": 58759, "loss_box_reg": 0.23715990222990513, "loss_cls": 0.17853370774537325, "loss_mask": 0.2370601985603571, "loss_rpn_cls": 0.029457321972586215, "loss_rpn_loc": 0.06814629281871021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827677584178106, "mask_rcnn/false_negative": 0.09958068002063727, "mask_rcnn/false_positive": 0.1186610109563698, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1564384391531348, "total_loss": 0.7378839559387416} {"data_time": 0.01165824057534337, "eta_seconds": 36224.67371491715, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.27348284056116623, "fast_rcnn/fg_cls_accuracy": 0.719089432944997, "iteration": 58779, "loss_box_reg": 0.24744760245084763, "loss_cls": 0.18658566288650036, "loss_mask": 0.24406751431524754, "loss_rpn_cls": 0.02752821135800332, "loss_rpn_loc": 0.07360891485586762, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015809330061139, "mask_rcnn/false_negative": 0.08196975678830819, "mask_rcnn/false_positive": 0.116844910315866, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1735901325009763, "total_loss": 0.7717006614548154} {"data_time": 0.011114396853372455, "eta_seconds": 36194.399597123265, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2310931899641577, "fast_rcnn/fg_cls_accuracy": 0.7588230004945375, "iteration": 58799, "loss_box_reg": 0.20784481707960367, "loss_cls": 0.17863441165536642, "loss_mask": 0.22829151339828968, "loss_rpn_cls": 0.027609310869593173, "loss_rpn_loc": 0.06066576298326254, "lr": 0.0001, "mask_rcnn/accuracy": 0.917287532817692, "mask_rcnn/false_negative": 0.0746936868434466, "mask_rcnn/false_positive": 0.0845676214536091, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.1535217654891312, "total_loss": 0.70718769938685} {"data_time": 0.013258462306112051, "eta_seconds": 36184.762195423245, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29987075215938463, "fast_rcnn/fg_cls_accuracy": 0.6801620152422234, "iteration": 58819, "loss_box_reg": 0.2075034473091364, "loss_cls": 0.18054530303925276, "loss_mask": 0.23093839175999165, "loss_rpn_cls": 0.021578937186859548, "loss_rpn_loc": 0.07061453931964934, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057652966265388, "mask_rcnn/false_negative": 0.082636474774752, "mask_rcnn/false_positive": 0.10751659638577565, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.164457003120333, "total_loss": 0.7208091781358235} {"data_time": 0.012303653871640563, "eta_seconds": 36155.05550790578, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.3054118815931738, "fast_rcnn/fg_cls_accuracy": 0.6715442930808897, "iteration": 58839, "loss_box_reg": 0.2146434187889099, "loss_cls": 0.18070927541702986, "loss_mask": 0.24560751393437386, "loss_rpn_cls": 0.023385475506074727, "loss_rpn_loc": 0.0684434799477458, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099346251571077, "mask_rcnn/false_negative": 0.0930919991364568, "mask_rcnn/false_positive": 0.09179803244162066, "roi_head/num_bg_samples": 462.125, "roi_head/num_fg_samples": 49.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.1493143739644438, "total_loss": 0.7241281156457262} {"data_time": 0.011686135549098253, "eta_seconds": 36121.9890477648, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.29384641365081465, "fast_rcnn/fg_cls_accuracy": 0.6767512285699009, "iteration": 58859, "loss_box_reg": 0.2356307189911604, "loss_cls": 0.19551380723714828, "loss_mask": 0.23589377664029598, "loss_rpn_cls": 0.026165676477830857, "loss_rpn_loc": 0.07342440937645733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925762713622034, "mask_rcnn/false_negative": 0.0958886294241806, "mask_rcnn/false_positive": 0.1232788081672222, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.172706428449601, "total_loss": 0.7611406549112871} {"data_time": 0.011216201353818178, "eta_seconds": 36102.90472574532, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27369205169878497, "fast_rcnn/fg_cls_accuracy": 0.6974686914686548, "iteration": 58879, "loss_box_reg": 0.2094341665506363, "loss_cls": 0.16406574100255966, "loss_mask": 0.22531445883214474, "loss_rpn_cls": 0.020175575860776007, "loss_rpn_loc": 0.059135811286978424, "lr": 0.0001, "mask_rcnn/accuracy": 0.904529613712705, "mask_rcnn/false_negative": 0.07769641592424012, "mask_rcnn/false_positive": 0.11223100433583, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.168550805421546, "total_loss": 0.6925579070812091} {"data_time": 0.01165856677107513, "eta_seconds": 36093.51171888411, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2756038565438043, "fast_rcnn/fg_cls_accuracy": 0.6978162066289768, "iteration": 58899, "loss_box_reg": 0.2435438297688961, "loss_cls": 0.17685703840106726, "loss_mask": 0.2371753379702568, "loss_rpn_cls": 0.025179383112117648, "loss_rpn_loc": 0.06967169465497136, "lr": 0.0001, "mask_rcnn/accuracy": 0.901677363838532, "mask_rcnn/false_negative": 0.09361465189167123, "mask_rcnn/false_positive": 0.1054508525576277, "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": 1.1832846053875983, "total_loss": 0.7508665357454447} {"data_time": 0.012417631456628442, "eta_seconds": 36078.69687552564, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2732814302191465, "fast_rcnn/fg_cls_accuracy": 0.712163184692137, "iteration": 58919, "loss_box_reg": 0.21974508091807365, "loss_cls": 0.17327663721516728, "loss_mask": 0.23307896219193935, "loss_rpn_cls": 0.027487722574733198, "loss_rpn_loc": 0.06548893568105996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959894936414838, "mask_rcnn/false_negative": 0.0937384742610738, "mask_rcnn/false_positive": 0.11187792701187166, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1529523287899792, "total_loss": 0.7077394295483828} {"data_time": 0.01231328840367496, "eta_seconds": 36065.86420116015, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24491806476785016, "fast_rcnn/fg_cls_accuracy": 0.747921417925189, "iteration": 58939, "loss_box_reg": 0.21519338339567184, "loss_cls": 0.16492287581786513, "loss_mask": 0.23057621531188488, "loss_rpn_cls": 0.025125127285718918, "loss_rpn_loc": 0.06635562144219875, "lr": 0.0001, "mask_rcnn/accuracy": 0.897267529358112, "mask_rcnn/false_negative": 0.08066750718571505, "mask_rcnn/false_positive": 0.10454663356361327, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1666059100534767, "total_loss": 0.713445448782295} {"data_time": 0.013376504648476839, "eta_seconds": 36025.33332742751, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2949905863367402, "fast_rcnn/fg_cls_accuracy": 0.648744311478173, "iteration": 58959, "loss_box_reg": 0.21493446454405785, "loss_cls": 0.16995209269225597, "loss_mask": 0.2271388228982687, "loss_rpn_cls": 0.026725888601504266, "loss_rpn_loc": 0.05594911240041256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887180159420089, "mask_rcnn/false_negative": 0.08429041587325709, "mask_rcnn/false_positive": 0.1325430665336973, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1530300343874842, "total_loss": 0.6878100563772023} {"data_time": 0.012533389264717698, "eta_seconds": 36016.670196689665, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2902800776311807, "fast_rcnn/fg_cls_accuracy": 0.6919156020276463, "iteration": 58979, "loss_box_reg": 0.22134096268564463, "loss_cls": 0.17567994445562363, "loss_mask": 0.24049409292638302, "loss_rpn_cls": 0.0263761532260105, "loss_rpn_loc": 0.06884091068059206, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057236778996769, "mask_rcnn/false_negative": 0.0796045012664337, "mask_rcnn/false_positive": 0.11383888217528762, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1766415720339864, "total_loss": 0.7230703528039157} {"data_time": 0.013386707985773683, "eta_seconds": 35999.32271055877, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2879947968122242, "fast_rcnn/fg_cls_accuracy": 0.6522298758698514, "iteration": 58999, "loss_box_reg": 0.2284994451329112, "loss_cls": 0.17780529148876667, "loss_mask": 0.2381537239998579, "loss_rpn_cls": 0.02726761542726308, "loss_rpn_loc": 0.06732640718109906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944638073979592, "mask_rcnn/false_negative": 0.0900807260119929, "mask_rcnn/false_positive": 0.11399180077049548, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1618382330052555, "total_loss": 0.7419037315412425} {"data_time": 0.011890342459082603, "eta_seconds": 35979.481616267, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2893643031784841, "fast_rcnn/fg_cls_accuracy": 0.6764590880340406, "iteration": 59019, "loss_box_reg": 0.2682997025549412, "loss_cls": 0.205128344707191, "loss_mask": 0.24673248827457428, "loss_rpn_cls": 0.029209988890215755, "loss_rpn_loc": 0.07244519353844225, "lr": 0.0001, "mask_rcnn/accuracy": 0.905575048492214, "mask_rcnn/false_negative": 0.08799314146973872, "mask_rcnn/false_positive": 0.10152356885828831, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.184444421902299, "total_loss": 0.837014565593563} {"data_time": 0.010957692516967654, "eta_seconds": 35949.747445844114, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31365539827126465, "fast_rcnn/fg_cls_accuracy": 0.6666708542713569, "iteration": 59039, "loss_box_reg": 0.26012077182531357, "loss_cls": 0.20558139495551586, "loss_mask": 0.24383127503097057, "loss_rpn_cls": 0.026882532285526395, "loss_rpn_loc": 0.07213640119880438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863949303293008, "mask_rcnn/false_negative": 0.09428586030542464, "mask_rcnn/false_positive": 0.11129624641353561, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.165263956412673, "total_loss": 0.8105326304212213} {"data_time": 0.012666682479903102, "eta_seconds": 35935.88299377356, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.271244270921745, "fast_rcnn/fg_cls_accuracy": 0.6952922564983771, "iteration": 59059, "loss_box_reg": 0.2371069435030222, "loss_cls": 0.17936530988663435, "loss_mask": 0.23513849265873432, "loss_rpn_cls": 0.026768365292809904, "loss_rpn_loc": 0.07296643895097077, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046639912360851, "mask_rcnn/false_negative": 0.08645424424794892, "mask_rcnn/false_positive": 0.11177824881025192, "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": 1.1687199596781284, "total_loss": 0.7316276403144002} {"data_time": 0.012577370507642627, "eta_seconds": 35915.98746390082, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2644996094089055, "fast_rcnn/fg_cls_accuracy": 0.7140056022408964, "iteration": 59079, "loss_box_reg": 0.23470550868660212, "loss_cls": 0.1876948093995452, "loss_mask": 0.22971286997199059, "loss_rpn_cls": 0.025293978163972497, "loss_rpn_loc": 0.06854083272628486, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979995810640973, "mask_rcnn/false_negative": 0.09403686540056078, "mask_rcnn/false_positive": 0.10183875117321958, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.16631686873734, "total_loss": 0.7490602642064914} {"data_time": 0.01191668794490397, "eta_seconds": 35889.42419223022, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24466112172642462, "fast_rcnn/fg_cls_accuracy": 0.6945051940951339, "iteration": 59099, "loss_box_reg": 0.21487101167440414, "loss_cls": 0.18018680810928345, "loss_mask": 0.2375531755387783, "loss_rpn_cls": 0.027063429879490286, "loss_rpn_loc": 0.06371550122275949, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035695902529526, "mask_rcnn/false_negative": 0.08512766474745187, "mask_rcnn/false_positive": 0.10277084437937231, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1596677040215582, "total_loss": 0.7367032028269023} {"data_time": 0.011816963786259294, "eta_seconds": 35868.261063843966, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27275691484806763, "fast_rcnn/fg_cls_accuracy": 0.6929933886455626, "iteration": 59119, "loss_box_reg": 0.22715072520077229, "loss_cls": 0.172009970061481, "loss_mask": 0.24395766016095877, "loss_rpn_cls": 0.02780419250484556, "loss_rpn_loc": 0.07570063311140984, "lr": 0.0001, "mask_rcnn/accuracy": 0.899295728639506, "mask_rcnn/false_negative": 0.09544511567674643, "mask_rcnn/false_positive": 0.12082515284796541, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1648335717618465, "total_loss": 0.7402240334195085} {"data_time": 0.013187660602852702, "eta_seconds": 35830.897558666766, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3205218230892454, "fast_rcnn/fg_cls_accuracy": 0.6482953560907988, "iteration": 59139, "loss_box_reg": 0.2333714533597231, "loss_cls": 0.18235466815531254, "loss_mask": 0.23349764198064804, "loss_rpn_cls": 0.027733484748750925, "loss_rpn_loc": 0.059739189222455025, "lr": 0.0001, "mask_rcnn/accuracy": 0.884772192046601, "mask_rcnn/false_negative": 0.09080874889306781, "mask_rcnn/false_positive": 0.1204705958356351, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1226086334791034, "total_loss": 0.7452613014902454} {"data_time": 0.012503919890150428, "eta_seconds": 35797.222855445, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.258717793066235, "fast_rcnn/fg_cls_accuracy": 0.7084010509778428, "iteration": 59159, "loss_box_reg": 0.2211115024983883, "loss_cls": 0.18122835364192724, "loss_mask": 0.23729846440255642, "loss_rpn_cls": 0.026749978540465236, "loss_rpn_loc": 0.0717741483822465, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019603063332771, "mask_rcnn/false_negative": 0.08562439151315931, "mask_rcnn/false_positive": 0.1045448885653688, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.1673541967757046, "total_loss": 0.7277825046767248} {"data_time": 0.013242006534710526, "eta_seconds": 35784.45439916104, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.2875833333333333, "fast_rcnn/fg_cls_accuracy": 0.6851874490627547, "iteration": 59179, "loss_box_reg": 0.25184839218854904, "loss_cls": 0.2019393891096115, "loss_mask": 0.24415208026766777, "loss_rpn_cls": 0.03237889596493915, "loss_rpn_loc": 0.0650125970132649, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007914815520377, "mask_rcnn/false_negative": 0.09779690432996754, "mask_rcnn/false_positive": 0.10369078724836792, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1767910472117364, "total_loss": 0.8138066264800727} {"data_time": 0.012778319418430328, "eta_seconds": 35756.892983894795, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2710103224627752, "fast_rcnn/fg_cls_accuracy": 0.70783516658696, "iteration": 59199, "loss_box_reg": 0.22268281131982803, "loss_cls": 0.17594939656555653, "loss_mask": 0.23971385043114424, "loss_rpn_cls": 0.023153640679083765, "loss_rpn_loc": 0.07658528909087181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994567888974228, "mask_rcnn/false_negative": 0.0794932774230506, "mask_rcnn/false_positive": 0.12689254684428874, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.162259346107021, "total_loss": 0.7195954011913273} {"data_time": 0.012312975013628602, "eta_seconds": 35733.67422221694, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2619389256806475, "fast_rcnn/fg_cls_accuracy": 0.7201158940397351, "iteration": 59219, "loss_box_reg": 0.2373095117509365, "loss_cls": 0.18770012073218822, "loss_mask": 0.23695903085172176, "loss_rpn_cls": 0.02282059274148196, "loss_rpn_loc": 0.0734973936341703, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059003802022062, "mask_rcnn/false_negative": 0.08963067160344443, "mask_rcnn/false_positive": 0.09250713480759892, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.134936013026163, "total_loss": 0.7594519844278693} {"data_time": 0.01304374192841351, "eta_seconds": 35703.58775661327, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32760305614783225, "fast_rcnn/fg_cls_accuracy": 0.6496936274509804, "iteration": 59239, "loss_box_reg": 0.23001342080533504, "loss_cls": 0.17564946319907904, "loss_mask": 0.22454539500176907, "loss_rpn_cls": 0.025979774189181626, "loss_rpn_loc": 0.06457602325826883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969601780059315, "mask_rcnn/false_negative": 0.08787003795424037, "mask_rcnn/false_positive": 0.10903040185252152, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1755057484842837, "total_loss": 0.7487099954742007} {"data_time": 0.011208553100004792, "eta_seconds": 35689.216126590036, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.2720014257708073, "fast_rcnn/fg_cls_accuracy": 0.7116732950360878, "iteration": 59259, "loss_box_reg": 0.23210236243903637, "loss_cls": 0.17002314142882824, "loss_mask": 0.2380850687623024, "loss_rpn_cls": 0.026623330544680357, "loss_rpn_loc": 0.07043781707761809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930605804563807, "mask_rcnn/false_negative": 0.09204144378553226, "mask_rcnn/false_positive": 0.12931670595930717, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1731419756542891, "total_loss": 0.7516586501151323} {"data_time": 0.01182104041799903, "eta_seconds": 35675.678136348724, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.296526365201064, "fast_rcnn/fg_cls_accuracy": 0.6816252587991718, "iteration": 59279, "loss_box_reg": 0.22183215990662575, "loss_cls": 0.17442865576595068, "loss_mask": 0.23644308000802994, "loss_rpn_cls": 0.021617653022985905, "loss_rpn_loc": 0.06323047517798841, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023077302020215, "mask_rcnn/false_negative": 0.09396233002526155, "mask_rcnn/false_positive": 0.10226882756620581, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1726329964585602, "total_loss": 0.7211163524771109} {"data_time": 0.011931275483220816, "eta_seconds": 35657.13018451352, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.33931668228118084, "fast_rcnn/fg_cls_accuracy": 0.6370669689055339, "iteration": 59299, "loss_box_reg": 0.23256191983819008, "loss_cls": 0.1859341822564602, "loss_mask": 0.23999345488846302, "loss_rpn_cls": 0.02906178729608655, "loss_rpn_loc": 0.07749884203076363, "lr": 0.0001, "mask_rcnn/accuracy": 0.891779869842674, "mask_rcnn/false_negative": 0.08777750530755853, "mask_rcnn/false_positive": 0.12004428020909991, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1774341131094843, "total_loss": 0.786898153484799} {"data_time": 0.011479734675958753, "eta_seconds": 35654.317575590685, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.29380717804363127, "fast_rcnn/fg_cls_accuracy": 0.6757064176245211, "iteration": 59319, "loss_box_reg": 0.22859766520559788, "loss_cls": 0.19020081870257854, "loss_mask": 0.2413291484117508, "loss_rpn_cls": 0.025674127566162497, "loss_rpn_loc": 0.07148608239367604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832488246025154, "mask_rcnn/false_negative": 0.09451197510664155, "mask_rcnn/false_positive": 0.1310496009145154, "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": 1.1753983474336565, "total_loss": 0.7862363292952068} {"data_time": 0.013076472096145153, "eta_seconds": 35615.33804896753, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24287918347970566, "fast_rcnn/fg_cls_accuracy": 0.7347418544861599, "iteration": 59339, "loss_box_reg": 0.20953542087227106, "loss_cls": 0.1690282467752695, "loss_mask": 0.23267078027129173, "loss_rpn_cls": 0.02372963904053904, "loss_rpn_loc": 0.061368281953036785, "lr": 0.0001, "mask_rcnn/accuracy": 0.904779092461219, "mask_rcnn/false_negative": 0.0902724293232914, "mask_rcnn/false_positive": 0.10731851420414698, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1431345976889133, "total_loss": 0.6936492692620959} {"data_time": 0.013013874646276236, "eta_seconds": 35597.029821276665, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2835872505746191, "fast_rcnn/fg_cls_accuracy": 0.6941176470588235, "iteration": 59359, "loss_box_reg": 0.23187233600765467, "loss_cls": 0.17718196008354425, "loss_mask": 0.2474259678274393, "loss_rpn_cls": 0.024686675023986027, "loss_rpn_loc": 0.05874649924226105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981648036502989, "mask_rcnn/false_negative": 0.08779251505350764, "mask_rcnn/false_positive": 0.11324076943351269, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1562484200112522, "total_loss": 0.7482167370035313} {"data_time": 0.011697330744937062, "eta_seconds": 35566.7864918476, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28464879927874764, "fast_rcnn/fg_cls_accuracy": 0.6587533028291551, "iteration": 59379, "loss_box_reg": 0.22099659405648708, "loss_cls": 0.18757329415529966, "loss_mask": 0.24072815850377083, "loss_rpn_cls": 0.030477920547127724, "loss_rpn_loc": 0.07523204060271382, "lr": 0.0001, "mask_rcnn/accuracy": 0.909580512532882, "mask_rcnn/false_negative": 0.08103310555279125, "mask_rcnn/false_positive": 0.10290457405024304, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.152858151588589, "total_loss": 0.757699636160396} {"data_time": 0.012219931930303574, "eta_seconds": 35550.558502972126, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3090169992609017, "fast_rcnn/fg_cls_accuracy": 0.6732820329277023, "iteration": 59399, "loss_box_reg": 0.2245336789637804, "loss_cls": 0.17682940140366554, "loss_mask": 0.23722263425588608, "loss_rpn_cls": 0.021778266644105315, "loss_rpn_loc": 0.0679698025342077, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001326591088556, "mask_rcnn/false_negative": 0.0799216731816935, "mask_rcnn/false_positive": 0.11106645491564034, "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": 1.1555307388771325, "total_loss": 0.7296311273239553} {"data_time": 0.011149710975587368, "eta_seconds": 35539.477137145586, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27966732869910627, "fast_rcnn/fg_cls_accuracy": 0.6990194515306123, "iteration": 59419, "loss_box_reg": 0.22029374912381172, "loss_cls": 0.1869108071550727, "loss_mask": 0.2360743284225464, "loss_rpn_cls": 0.027704329579137266, "loss_rpn_loc": 0.06807404337450862, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986593666521588, "mask_rcnn/false_negative": 0.08869415868810855, "mask_rcnn/false_positive": 0.11418601612733711, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1702027802821249, "total_loss": 0.7402311328332871} {"data_time": 0.012246774509549141, "eta_seconds": 35531.39741666615, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.313185105771397, "fast_rcnn/fg_cls_accuracy": 0.6682475473101781, "iteration": 59439, "loss_box_reg": 0.2280244119465351, "loss_cls": 0.17114202119410038, "loss_mask": 0.2397022657096386, "loss_rpn_cls": 0.02170970784209203, "loss_rpn_loc": 0.06315572932362556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843463260237987, "mask_rcnn/false_negative": 0.0906384517815983, "mask_rcnn/false_positive": 0.11482545444033758, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1678941515274346, "total_loss": 0.7364621736924164} {"data_time": 0.013261964311823249, "eta_seconds": 35513.70092673227, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3066343606191605, "fast_rcnn/fg_cls_accuracy": 0.6544763631292707, "iteration": 59459, "loss_box_reg": 0.23959609679877758, "loss_cls": 0.1778419455513358, "loss_mask": 0.2449597418308258, "loss_rpn_cls": 0.025997483753599226, "loss_rpn_loc": 0.0726689244620502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944489171230712, "mask_rcnn/false_negative": 0.09011996506757597, "mask_rcnn/false_positive": 0.12426105230144333, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1600642185658216, "total_loss": 0.7601079000160098} {"data_time": 0.012486696243286133, "eta_seconds": 35495.1620694343, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2762335302785368, "fast_rcnn/fg_cls_accuracy": 0.7134904934608199, "iteration": 59479, "loss_box_reg": 0.2249790532514453, "loss_cls": 0.17887776717543602, "loss_mask": 0.2320041749626398, "loss_rpn_cls": 0.02746097557246685, "loss_rpn_loc": 0.0729095721617341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955005214709626, "mask_rcnn/false_negative": 0.09888367304239054, "mask_rcnn/false_positive": 0.11352211914177074, "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": 1.1676452124956995, "total_loss": 0.7142507908283733} {"data_time": 0.012668192852288485, "eta_seconds": 35472.87932597101, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3179737882255045, "fast_rcnn/fg_cls_accuracy": 0.6492846507412442, "iteration": 59499, "loss_box_reg": 0.22416046727448702, "loss_cls": 0.19073340017348528, "loss_mask": 0.23705829121172428, "loss_rpn_cls": 0.025535921566188335, "loss_rpn_loc": 0.06716011685784906, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062651435647097, "mask_rcnn/false_negative": 0.08222142850877087, "mask_rcnn/false_positive": 0.11728549674681067, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1616921918466687, "total_loss": 0.7576836368534714} {"data_time": 0.011079022428020835, "eta_seconds": 35449.61842149496, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2939814814814815, "fast_rcnn/fg_cls_accuracy": 0.6587201962528333, "iteration": 59519, "loss_box_reg": 0.20676345936954021, "loss_cls": 0.17525412887334824, "loss_mask": 0.23153719305992126, "loss_rpn_cls": 0.02607003680896014, "loss_rpn_loc": 0.06906862184405327, "lr": 0.0001, "mask_rcnn/accuracy": 0.897008895127128, "mask_rcnn/false_negative": 0.08719554535293744, "mask_rcnn/false_positive": 0.11189183243594064, "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": 1.1512370549608022, "total_loss": 0.7103888832498342} {"data_time": 0.012152226641774178, "eta_seconds": 35424.2122160038, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2819210020296977, "fast_rcnn/fg_cls_accuracy": 0.6753977729587486, "iteration": 59539, "loss_box_reg": 0.22538241930305958, "loss_cls": 0.18211293034255505, "loss_mask": 0.23431228287518024, "loss_rpn_cls": 0.023537150002084672, "loss_rpn_loc": 0.06595911970362067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972814558324749, "mask_rcnn/false_negative": 0.0869401462035772, "mask_rcnn/false_positive": 0.1205268313908717, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.144318181090057, "total_loss": 0.7353230462758802} {"data_time": 0.011847726767882705, "eta_seconds": 35403.09661254287, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3090066795949149, "fast_rcnn/fg_cls_accuracy": 0.6713920217209691, "iteration": 59559, "loss_box_reg": 0.23656204342842102, "loss_cls": 0.1888091191649437, "loss_mask": 0.2496907189488411, "loss_rpn_cls": 0.028963196731638163, "loss_rpn_loc": 0.06879735924303532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900637242076317, "mask_rcnn/false_negative": 0.10157077081225466, "mask_rcnn/false_positive": 0.12036881054341098, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1724169189110398, "total_loss": 0.7786195673979819} {"data_time": 0.012900447472929955, "eta_seconds": 35392.63293643948, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3060454327896617, "fast_rcnn/fg_cls_accuracy": 0.6663170731707317, "iteration": 59579, "loss_box_reg": 0.2383621372282505, "loss_cls": 0.18391527608036995, "loss_mask": 0.24171543307602406, "loss_rpn_cls": 0.0228182605933398, "loss_rpn_loc": 0.06680186663288623, "lr": 0.0001, "mask_rcnn/accuracy": 0.901842142393241, "mask_rcnn/false_negative": 0.09676358987054665, "mask_rcnn/false_positive": 0.09713283358153336, "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": 1.1649649904575199, "total_loss": 0.770959259592928} {"data_time": 0.01347657642327249, "eta_seconds": 35369.809875264764, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.30050334055615746, "fast_rcnn/fg_cls_accuracy": 0.6762246434582337, "iteration": 59599, "loss_box_reg": 0.23502729274332523, "loss_cls": 0.1902061766013503, "loss_mask": 0.24420242756605148, "loss_rpn_cls": 0.026417038403451443, "loss_rpn_loc": 0.0649185236543417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991369675106178, "mask_rcnn/false_negative": 0.08608837049142157, "mask_rcnn/false_positive": 0.10886365624229044, "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": 1.166918765520677, "total_loss": 0.7674035055097193} {"data_time": 0.012723975582048297, "eta_seconds": 35346.54026350472, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2822817914351095, "fast_rcnn/fg_cls_accuracy": 0.6998656060440958, "iteration": 59619, "loss_box_reg": 0.24638361483812332, "loss_cls": 0.19632486905902624, "loss_mask": 0.23790822736918926, "loss_rpn_cls": 0.025849762372672558, "loss_rpn_loc": 0.05931223230436444, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077239253715423, "mask_rcnn/false_negative": 0.0931509000190057, "mask_rcnn/false_positive": 0.09717658161344547, "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": 1.15761913289316, "total_loss": 0.7514113723300397} {"data_time": 0.011502472683787346, "eta_seconds": 35322.21140837297, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34162360034453054, "fast_rcnn/fg_cls_accuracy": 0.6408128908128908, "iteration": 59639, "loss_box_reg": 0.20900694839656353, "loss_cls": 0.17448706924915314, "loss_mask": 0.23337883688509464, "loss_rpn_cls": 0.02589068521047011, "loss_rpn_loc": 0.05793026927858591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954051987928038, "mask_rcnn/false_negative": 0.07362904576295813, "mask_rcnn/false_positive": 0.1185103638333235, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1634680728893727, "total_loss": 0.7004926431691274} {"data_time": 0.011370511027052999, "eta_seconds": 35309.11174866371, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26502645502645505, "fast_rcnn/fg_cls_accuracy": 0.6938964718001546, "iteration": 59659, "loss_box_reg": 0.2253968007862568, "loss_cls": 0.17792702186852694, "loss_mask": 0.24202140234410763, "loss_rpn_cls": 0.02621316071599722, "loss_rpn_loc": 0.0604145108954981, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007992941292554, "mask_rcnn/false_negative": 0.08277617314693758, "mask_rcnn/false_positive": 0.10696344290508425, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1705982747953385, "total_loss": 0.7527475895476528} {"data_time": 0.0124443001113832, "eta_seconds": 35276.73142822459, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2776446846676737, "fast_rcnn/fg_cls_accuracy": 0.7155193778323263, "iteration": 59679, "loss_box_reg": 0.23657436110079288, "loss_cls": 0.19113446399569511, "loss_mask": 0.2360074669122696, "loss_rpn_cls": 0.028531999909318984, "loss_rpn_loc": 0.06968877976760268, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016920655936465, "mask_rcnn/false_negative": 0.08935778376574571, "mask_rcnn/false_positive": 0.10678393901048525, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1331542020197958, "total_loss": 0.7776130302809179} {"data_time": 0.01276077562943101, "eta_seconds": 35262.92559793219, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.31096335697399524, "fast_rcnn/fg_cls_accuracy": 0.6665019815910727, "iteration": 59699, "loss_box_reg": 0.25035261549055576, "loss_cls": 0.19517532363533974, "loss_mask": 0.24112636037170887, "loss_rpn_cls": 0.02561592240817845, "loss_rpn_loc": 0.06003087747376412, "lr": 0.0001, "mask_rcnn/accuracy": 0.896109693877551, "mask_rcnn/false_negative": 0.08966550912220467, "mask_rcnn/false_positive": 0.11269396671247969, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.162571483058855, "total_loss": 0.7945316259283572} {"data_time": 0.012146688997745514, "eta_seconds": 35255.338987950236, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.32270542575886085, "fast_rcnn/fg_cls_accuracy": 0.6457078429555494, "iteration": 59719, "loss_box_reg": 0.24103719741106033, "loss_cls": 0.18611575663089752, "loss_mask": 0.23762819170951843, "loss_rpn_cls": 0.027108641603263095, "loss_rpn_loc": 0.07589201675727963, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046833584995296, "mask_rcnn/false_negative": 0.08425675509395941, "mask_rcnn/false_positive": 0.10273746547144043, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1671539465896785, "total_loss": 0.7877679686062038} {"data_time": 0.011772470083087683, "eta_seconds": 35237.07693721168, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.29988879621907144, "fast_rcnn/fg_cls_accuracy": 0.6547054411170734, "iteration": 59739, "loss_box_reg": 0.24837090261280537, "loss_cls": 0.20095911528915167, "loss_mask": 0.2519968803972006, "loss_rpn_cls": 0.03195083187893033, "loss_rpn_loc": 0.07692231982946396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939734421018867, "mask_rcnn/false_negative": 0.09109210602240017, "mask_rcnn/false_positive": 0.12706974181420616, "roi_head/num_bg_samples": 427.875, "roi_head/num_fg_samples": 84.125, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.1777325083967298, "total_loss": 0.8257641097297892} {"data_time": 0.012232695240527391, "eta_seconds": 35218.620136119425, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29044042509707746, "fast_rcnn/fg_cls_accuracy": 0.6779081133919844, "iteration": 59759, "loss_box_reg": 0.24613988772034645, "loss_cls": 0.18620542250573635, "loss_mask": 0.23793477937579155, "loss_rpn_cls": 0.026881183846853673, "loss_rpn_loc": 0.08252500579692423, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896229490016706, "mask_rcnn/false_negative": 0.10474350617346342, "mask_rcnn/false_positive": 0.12376336219558942, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.165812652790919, "total_loss": 0.7956800477113575} {"data_time": 0.013058062875643373, "eta_seconds": 35180.682625169866, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.29158400150264724, "fast_rcnn/fg_cls_accuracy": 0.6804955721327923, "iteration": 59779, "loss_box_reg": 0.2321096993982792, "loss_cls": 0.19271938875317574, "loss_mask": 0.23336894065141678, "loss_rpn_cls": 0.03262180392630398, "loss_rpn_loc": 0.06860877084545791, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950710641399418, "mask_rcnn/false_negative": 0.09099044349376172, "mask_rcnn/false_positive": 0.11906245434978724, "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": 1.16016093804501, "total_loss": 0.7502933411160484} {"data_time": 0.011301205027848482, "eta_seconds": 35157.399579091, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3126680205009187, "fast_rcnn/fg_cls_accuracy": 0.6479467699488555, "iteration": 59799, "loss_box_reg": 0.23650258220732212, "loss_cls": 0.19696511421352625, "loss_mask": 0.24799294024705887, "loss_rpn_cls": 0.025979177793487906, "loss_rpn_loc": 0.07295982912182808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889290924288318, "mask_rcnn/false_negative": 0.09565305736994262, "mask_rcnn/false_positive": 0.13255734709427258, "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": 1.153754724888131, "total_loss": 0.7826571255573072} {"data_time": 0.01266044657677412, "eta_seconds": 35139.030921421945, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3208839091192032, "fast_rcnn/fg_cls_accuracy": 0.6679894179894179, "iteration": 59819, "loss_box_reg": 0.2239893488585949, "loss_cls": 0.19319673255085945, "loss_mask": 0.24925201945006847, "loss_rpn_cls": 0.02845158940181136, "loss_rpn_loc": 0.06289024278521538, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012044798077962, "mask_rcnn/false_negative": 0.08631887292802057, "mask_rcnn/false_positive": 0.11895690074534805, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.176025907509029, "total_loss": 0.7712104134843685} {"data_time": 0.013021016959100962, "eta_seconds": 35107.00216870755, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3280636645368634, "fast_rcnn/fg_cls_accuracy": 0.6534428891673874, "iteration": 59839, "loss_box_reg": 0.20929919462651014, "loss_cls": 0.17864463292062283, "loss_mask": 0.23502930998802185, "loss_rpn_cls": 0.026752682373626158, "loss_rpn_loc": 0.06436747824773192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880205279101201, "mask_rcnn/false_negative": 0.09935982299857347, "mask_rcnn/false_positive": 0.1233340870491724, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1212421504314989, "total_loss": 0.7422524317516945} {"data_time": 0.012305664829909801, "eta_seconds": 35076.71873008832, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25076069509386556, "fast_rcnn/fg_cls_accuracy": 0.7264887934907402, "iteration": 59859, "loss_box_reg": 0.2217214722186327, "loss_cls": 0.18129649944603443, "loss_mask": 0.23885910585522652, "loss_rpn_cls": 0.02617568348068744, "loss_rpn_loc": 0.06287334486842155, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088174929323125, "mask_rcnn/false_negative": 0.08077530870535324, "mask_rcnn/false_positive": 0.10590365624730806, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.1489765217993408, "total_loss": 0.7405347439926118} {"data_time": 0.012181451311334968, "eta_seconds": 35042.76547120884, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24548665620094193, "fast_rcnn/fg_cls_accuracy": 0.7254656896315573, "iteration": 59879, "loss_box_reg": 0.22398612648248672, "loss_cls": 0.17904487065970898, "loss_mask": 0.24147209152579308, "loss_rpn_cls": 0.026927080005407333, "loss_rpn_loc": 0.07450974732637405, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009106568335663, "mask_rcnn/false_negative": 0.092768664665048, "mask_rcnn/false_positive": 0.10564695463826998, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1441021265927702, "total_loss": 0.7350492386613041} {"data_time": 0.011441190727055073, "eta_seconds": 35014.73118108697, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2436046511627907, "fast_rcnn/fg_cls_accuracy": 0.7039652087291778, "iteration": 59899, "loss_box_reg": 0.22032841481268406, "loss_cls": 0.18196604680269957, "loss_mask": 0.2373825553804636, "loss_rpn_cls": 0.027629503689240664, "loss_rpn_loc": 0.06449230050202459, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013207971854655, "mask_rcnn/false_negative": 0.0785268430820241, "mask_rcnn/false_positive": 0.1302032315723764, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.1709627760574222, "total_loss": 0.7495678823906928} {"data_time": 0.01158760511316359, "eta_seconds": 35007.2477401793, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2830867826719138, "fast_rcnn/fg_cls_accuracy": 0.6933210058002623, "iteration": 59919, "loss_box_reg": 0.22346019186079502, "loss_cls": 0.17944222083315253, "loss_mask": 0.24094474501907825, "loss_rpn_cls": 0.03076685906853527, "loss_rpn_loc": 0.07479723100550473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964135643285694, "mask_rcnn/false_negative": 0.09592413172621359, "mask_rcnn/false_positive": 0.11356283359336841, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1755270366556942, "total_loss": 0.7624637545086443} {"data_time": 0.012700116029009223, "eta_seconds": 34983.97164460737, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2598262638143547, "fast_rcnn/fg_cls_accuracy": 0.7070362866089519, "iteration": 59939, "loss_box_reg": 0.21642428450286388, "loss_cls": 0.17940379306674004, "loss_mask": 0.22769547253847122, "loss_rpn_cls": 0.023008248885162175, "loss_rpn_loc": 0.05771804472897202, "lr": 0.0001, "mask_rcnn/accuracy": 0.886429273031514, "mask_rcnn/false_negative": 0.09052435180434265, "mask_rcnn/false_positive": 0.12182825652444565, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1645340421237051, "total_loss": 0.6934202607371844} {"data_time": 0.012585286516696215, "eta_seconds": 34971.13521046005, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2625060818991366, "fast_rcnn/fg_cls_accuracy": 0.717980922638243, "iteration": 59959, "loss_box_reg": 0.2276773415505886, "loss_cls": 0.1780164111405611, "loss_mask": 0.23404323682188988, "loss_rpn_cls": 0.02226623590104282, "loss_rpn_loc": 0.0595488240942359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997801290297558, "mask_rcnn/false_negative": 0.08717992335505602, "mask_rcnn/false_positive": 0.12034037885898116, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.1690857610665262, "total_loss": 0.713792806956917} {"data_time": 0.012367747025564313, "eta_seconds": 34943.47856306005, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.324851670883867, "fast_rcnn/fg_cls_accuracy": 0.6407322371994273, "iteration": 59979, "loss_box_reg": 0.23330325074493885, "loss_cls": 0.18825777992606163, "loss_mask": 0.24574767798185349, "loss_rpn_cls": 0.03290917258709669, "loss_rpn_loc": 0.07651330204680562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886411595596626, "mask_rcnn/false_negative": 0.08932433870774623, "mask_rcnn/false_positive": 0.11591152892776846, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.1626700952183455, "total_loss": 0.7899625981226563} {"bbox/AP": 39.88275170865258, "bbox/AP-airplane": 62.73120565572006, "bbox/AP-apple": 19.109169497363528, "bbox/AP-backpack": 14.663925606833047, "bbox/AP-banana": 24.599818503141808, "bbox/AP-baseball bat": 30.14349937467778, "bbox/AP-baseball glove": 37.01290935052758, "bbox/AP-bear": 75.8697250849049, "bbox/AP-bed": 39.52135683139799, "bbox/AP-bench": 23.742983401106045, "bbox/AP-bicycle": 28.74669804621496, "bbox/AP-bird": 34.05583691606498, "bbox/AP-boat": 25.124626475532395, "bbox/AP-book": 15.777066336020331, "bbox/AP-bottle": 38.09785868051961, "bbox/AP-bowl": 39.65730994931322, "bbox/AP-broccoli": 23.67266371270951, "bbox/AP-bus": 63.24810123283989, "bbox/AP-cake": 34.905943671976964, "bbox/AP-car": 42.92054297761746, "bbox/AP-carrot": 20.88810970364994, "bbox/AP-cat": 66.27520011831986, "bbox/AP-cell phone": 33.31968233699945, "bbox/AP-chair": 27.519393573136732, "bbox/AP-clock": 49.728096943016574, "bbox/AP-couch": 38.3296386902121, "bbox/AP-cow": 57.33614605165689, "bbox/AP-cup": 40.99719605720445, "bbox/AP-dining table": 26.547216013468027, "bbox/AP-dog": 56.26497531299918, "bbox/AP-donut": 46.6472985025299, "bbox/AP-elephant": 60.67765709420099, "bbox/AP-fire hydrant": 65.23407073271473, "bbox/AP-fork": 31.05397979547675, "bbox/AP-frisbee": 64.57780058166007, "bbox/AP-giraffe": 65.45178307518059, "bbox/AP-hair drier": 5.6604379514367045, "bbox/AP-handbag": 13.816858127150471, "bbox/AP-horse": 56.2597695891239, "bbox/AP-hot dog": 28.83537571768938, "bbox/AP-keyboard": 47.89764149383043, "bbox/AP-kite": 40.982725452226546, "bbox/AP-knife": 17.089314732652504, "bbox/AP-laptop": 57.04677301717499, "bbox/AP-microwave": 51.57298757479646, "bbox/AP-motorcycle": 39.83505809559153, "bbox/AP-mouse": 59.12787494647335, "bbox/AP-orange": 31.852423083134596, "bbox/AP-oven": 32.84060730699439, "bbox/AP-parking meter": 37.313221505811356, "bbox/AP-person": 53.03371593155114, "bbox/AP-pizza": 48.25817947670982, "bbox/AP-potted plant": 27.71007929525241, "bbox/AP-refrigerator": 51.77800075887829, "bbox/AP-remote": 29.915289438710698, "bbox/AP-sandwich": 33.92174083520251, "bbox/AP-scissors": 26.201594176124587, "bbox/AP-sheep": 52.063648993407355, "bbox/AP-sink": 36.60002243411312, "bbox/AP-skateboard": 49.36469012757655, "bbox/AP-skis": 21.784968392012015, "bbox/AP-snowboard": 33.49207097330277, "bbox/AP-spoon": 15.674433557109078, "bbox/AP-sports ball": 49.92673992586336, "bbox/AP-stop sign": 64.70770047441175, "bbox/AP-suitcase": 35.93446113818194, "bbox/AP-surfboard": 38.507434161331624, "bbox/AP-teddy bear": 43.07566595322355, "bbox/AP-tennis racket": 45.8745587026296, "bbox/AP-tie": 32.54792509092269, "bbox/AP-toaster": 28.423691559439344, "bbox/AP-toilet": 55.71150506928356, "bbox/AP-toothbrush": 24.354015287293233, "bbox/AP-traffic light": 27.760743169796275, "bbox/AP-train": 58.86299113233605, "bbox/AP-truck": 32.877372808431744, "bbox/AP-tv": 54.06813125548263, "bbox/AP-umbrella": 37.449531431933245, "bbox/AP-vase": 37.31383392803798, "bbox/AP-wine glass": 33.69595337122831, "bbox/AP-zebra": 65.14889336143395, "bbox/AP50": 62.36315814588798, "bbox/AP75": 43.22890460127039, "bbox/APl": 51.80654419154773, "bbox/APm": 43.801292756005054, "bbox/APs": 24.121587363539458, "data_time": 0.012733476469293237, "eta_seconds": 34920.19843077287, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.24915324381132858, "fast_rcnn/fg_cls_accuracy": 0.7359872060857537, "iteration": 59999, "loss_box_reg": 0.23614292591810226, "loss_cls": 0.18076991755515337, "loss_mask": 0.2464458104223013, "loss_rpn_cls": 0.02711263846140355, "loss_rpn_loc": 0.0670105719473213, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008624593926514, "mask_rcnn/false_negative": 0.09158769714109072, "mask_rcnn/false_positive": 0.11565999406117414, "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, "segm/AP": 37.31057515302351, "segm/AP-airplane": 50.73263261308426, "segm/AP-apple": 18.895371617943916, "segm/AP-backpack": 15.899647135339345, "segm/AP-banana": 21.15844263142181, "segm/AP-baseball bat": 24.64689398251383, "segm/AP-baseball glove": 42.06142976582556, "segm/AP-bear": 74.76979733446981, "segm/AP-bed": 32.94129547256605, "segm/AP-bench": 17.563941294621795, "segm/AP-bicycle": 18.171378583200408, "segm/AP-bird": 30.155288258035117, "segm/AP-boat": 23.946752410951806, "segm/AP-book": 10.811498908102074, "segm/AP-bottle": 37.81164093073493, "segm/AP-bowl": 38.35872356917355, "segm/AP-broccoli": 23.916869732432207, "segm/AP-bus": 64.07167205151369, "segm/AP-cake": 35.19552729607381, "segm/AP-car": 40.297725973826765, "segm/AP-carrot": 18.123627914119258, "segm/AP-cat": 68.24813597782864, "segm/AP-cell phone": 34.088090911329736, "segm/AP-chair": 18.617197467045816, "segm/AP-clock": 51.63140474775471, "segm/AP-couch": 34.551542575644206, "segm/AP-cow": 50.74749568734334, "segm/AP-cup": 42.551174758866075, "segm/AP-dining table": 15.800997727599064, "segm/AP-dog": 57.906788710018645, "segm/AP-donut": 48.1179174389942, "segm/AP-elephant": 57.34851606930636, "segm/AP-fire hydrant": 64.61904901475978, "segm/AP-fork": 14.960417416692835, "segm/AP-frisbee": 63.11793863780597, "segm/AP-giraffe": 51.219857077657416, "segm/AP-hair drier": 0.6312059564763816, "segm/AP-handbag": 14.66811649860347, "segm/AP-horse": 42.24183726796193, "segm/AP-hot dog": 23.96023223568347, "segm/AP-keyboard": 50.25194303724143, "segm/AP-kite": 31.38381712483198, "segm/AP-knife": 10.402768742790816, "segm/AP-laptop": 58.121904145577105, "segm/AP-microwave": 56.177427558622874, "segm/AP-motorcycle": 31.320378058235264, "segm/AP-mouse": 61.41876544721131, "segm/AP-orange": 32.51778604333545, "segm/AP-oven": 32.90899615243701, "segm/AP-parking meter": 39.703279874998685, "segm/AP-person": 46.74451268647013, "segm/AP-pizza": 48.09120627015578, "segm/AP-potted plant": 23.408242757176474, "segm/AP-refrigerator": 54.87845824323567, "segm/AP-remote": 29.498513766688895, "segm/AP-sandwich": 35.93434844973569, "segm/AP-scissors": 23.564633131590938, "segm/AP-sheep": 46.534138000752726, "segm/AP-sink": 35.621470151279276, "segm/AP-skateboard": 31.73534766200835, "segm/AP-skis": 3.44556674941737, "segm/AP-snowboard": 24.720986171175436, "segm/AP-spoon": 10.497173004809246, "segm/AP-sports ball": 51.18688732803782, "segm/AP-stop sign": 65.42766928787236, "segm/AP-suitcase": 37.091219278190515, "segm/AP-surfboard": 33.52939083159889, "segm/AP-teddy bear": 43.52118805074839, "segm/AP-tennis racket": 53.62950923654689, "segm/AP-tie": 30.907492998454174, "segm/AP-toaster": 36.79889699496266, "segm/AP-toilet": 55.09752487362084, "segm/AP-toothbrush": 14.24967926690876, "segm/AP-traffic light": 27.708507586080835, "segm/AP-train": 59.92049600763095, "segm/AP-truck": 32.57600704745148, "segm/AP-tv": 56.75790488905308, "segm/AP-umbrella": 46.08438308709314, "segm/AP-vase": 37.46613085933977, "segm/AP-wine glass": 30.64680636743916, "segm/AP-zebra": 58.80658136775057, "segm/AP50": 59.41833534623678, "segm/AP75": 39.97446972009989, "segm/APl": 53.62469889046785, "segm/APm": 40.31152176739725, "segm/APs": 18.746776453597317, "time": 1.164217758923769, "total_loss": 0.7600776109611616} {"data_time": 0.012224758276715875, "eta_seconds": 34870.823235558346, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3251964753512741, "fast_rcnn/fg_cls_accuracy": 0.6329693698114751, "iteration": 60019, "loss_box_reg": 0.24764880537986755, "loss_cls": 0.18643464427441359, "loss_mask": 0.2357955276966095, "loss_rpn_cls": 0.02363264129962772, "loss_rpn_loc": 0.07439263863489032, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076344322572234, "mask_rcnn/false_negative": 0.07662373745369963, "mask_rcnn/false_positive": 0.1155660585457356, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1190571917686611, "total_loss": 0.7803285382688046} {"data_time": 0.012477145064622164, "eta_seconds": 34847.212491622195, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2837301587301587, "fast_rcnn/fg_cls_accuracy": 0.6947188449848024, "iteration": 60039, "loss_box_reg": 0.2289944291114807, "loss_cls": 0.1872718185186386, "loss_mask": 0.24825910106301308, "loss_rpn_cls": 0.029773561283946037, "loss_rpn_loc": 0.0672378356102854, "lr": 1e-05, "mask_rcnn/accuracy": 0.8952545770470264, "mask_rcnn/false_negative": 0.08304836404831381, "mask_rcnn/false_positive": 0.1293382630823377, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.159939462551847, "total_loss": 0.7691181472036988} {"data_time": 0.013372300192713737, "eta_seconds": 34829.30965629872, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2699424736337488, "fast_rcnn/fg_cls_accuracy": 0.7028665280272237, "iteration": 60059, "loss_box_reg": 0.23005430214107037, "loss_cls": 0.1856256164610386, "loss_mask": 0.23678309842944145, "loss_rpn_cls": 0.021816267864778638, "loss_rpn_loc": 0.06885158020304516, "lr": 1e-05, "mask_rcnn/accuracy": 0.89839102995241, "mask_rcnn/false_negative": 0.10694277083481252, "mask_rcnn/false_positive": 0.0957859524067616, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.169266670010984, "total_loss": 0.7446530637680553} {"data_time": 0.012349811382591724, "eta_seconds": 34810.07778547704, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.28967856745634524, "fast_rcnn/fg_cls_accuracy": 0.7000267659439862, "iteration": 60079, "loss_box_reg": 0.22960481978952885, "loss_cls": 0.18010652251541615, "loss_mask": 0.23821454495191574, "loss_rpn_cls": 0.025932554679457098, "loss_rpn_loc": 0.07513883546926081, "lr": 1e-05, "mask_rcnn/accuracy": 0.8944335671422591, "mask_rcnn/false_negative": 0.08652105401190946, "mask_rcnn/false_positive": 0.12365932569282623, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.169857773464173, "total_loss": 0.7400580821267795} {"data_time": 0.011034450028091669, "eta_seconds": 34786.80901690386, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3118338977009446, "fast_rcnn/fg_cls_accuracy": 0.6543042946365334, "iteration": 60099, "loss_box_reg": 0.21579259634017944, "loss_cls": 0.17032949719578028, "loss_mask": 0.2249931711703539, "loss_rpn_cls": 0.02565780351869762, "loss_rpn_loc": 0.06554029602557421, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955059636153284, "mask_rcnn/false_negative": 0.09658250845904312, "mask_rcnn/false_positive": 0.12078453636389987, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1620340466033667, "total_loss": 0.6932531144702807} {"data_time": 0.013038136065006256, "eta_seconds": 34765.16489091329, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.26401836158192094, "fast_rcnn/fg_cls_accuracy": 0.7132818532818532, "iteration": 60119, "loss_box_reg": 0.22664952650666237, "loss_cls": 0.1852248962968588, "loss_mask": 0.23617197386920452, "loss_rpn_cls": 0.025182682496961206, "loss_rpn_loc": 0.05927700619213283, "lr": 1e-05, "mask_rcnn/accuracy": 0.8941188515717461, "mask_rcnn/false_negative": 0.08723098420637543, "mask_rcnn/false_positive": 0.1208816256168603, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1639281047973782, "total_loss": 0.7268597111105919} {"data_time": 0.012991050956770778, "eta_seconds": 34761.58779575024, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2804708222811671, "fast_rcnn/fg_cls_accuracy": 0.6926941065170755, "iteration": 60139, "loss_box_reg": 0.22898716013878584, "loss_cls": 0.18562408443540335, "loss_mask": 0.23466596938669682, "loss_rpn_cls": 0.02858379011740908, "loss_rpn_loc": 0.05912827095016837, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999258440156576, "mask_rcnn/false_negative": 0.08363036018900677, "mask_rcnn/false_positive": 0.12294620239762755, "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": 1.1663390723988414, "total_loss": 0.7558758038212545} {"data_time": 0.012201921083033085, "eta_seconds": 34727.30292538181, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.27749266862170086, "fast_rcnn/fg_cls_accuracy": 0.6902975486921219, "iteration": 60159, "loss_box_reg": 0.23308530822396278, "loss_cls": 0.17939166072756052, "loss_mask": 0.23773355968296528, "loss_rpn_cls": 0.023481599055230618, "loss_rpn_loc": 0.06640109326690435, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971751304453879, "mask_rcnn/false_negative": 0.1000524185679401, "mask_rcnn/false_positive": 0.11353882934937984, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1325001826044172, "total_loss": 0.734829054446891} {"data_time": 0.012837526854127645, "eta_seconds": 34711.23357662, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2981519697330476, "fast_rcnn/fg_cls_accuracy": 0.6782716829181634, "iteration": 60179, "loss_box_reg": 0.23252965323626995, "loss_cls": 0.19437402579933405, "loss_mask": 0.23656404204666615, "loss_rpn_cls": 0.030084773257840425, "loss_rpn_loc": 0.06497105350717902, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979984382677257, "mask_rcnn/false_negative": 0.08967692558641932, "mask_rcnn/false_positive": 0.12058659685471376, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.191621595993638, "total_loss": 0.7429576519643888} {"data_time": 0.013309384230524302, "eta_seconds": 34687.95307120308, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.28375546887354386, "fast_rcnn/fg_cls_accuracy": 0.6850714390926499, "iteration": 60199, "loss_box_reg": 0.22497460152953863, "loss_cls": 0.17700480995699763, "loss_mask": 0.23165057972073555, "loss_rpn_cls": 0.021926304587395862, "loss_rpn_loc": 0.07153027248568833, "lr": 1e-05, "mask_rcnn/accuracy": 0.895490440721614, "mask_rcnn/false_negative": 0.08271554720463209, "mask_rcnn/false_positive": 0.12073617792571723, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1607665615156293, "total_loss": 0.7522686267620884} {"data_time": 0.012815393041819334, "eta_seconds": 34671.949563538656, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32981348545058325, "fast_rcnn/fg_cls_accuracy": 0.6639378953933885, "iteration": 60219, "loss_box_reg": 0.22919468581676483, "loss_cls": 0.17915006913244724, "loss_mask": 0.24400854296982288, "loss_rpn_cls": 0.02717678784392774, "loss_rpn_loc": 0.06108349666465074, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967457750870506, "mask_rcnn/false_negative": 0.09620187255975321, "mask_rcnn/false_positive": 0.10834217388866041, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.170730440877378, "total_loss": 0.7333435217151418} {"data_time": 0.012496032053604722, "eta_seconds": 34641.39206036925, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2761533463287849, "fast_rcnn/fg_cls_accuracy": 0.7024891481280521, "iteration": 60239, "loss_box_reg": 0.22693857736885548, "loss_cls": 0.1793788354843855, "loss_mask": 0.2284756563603878, "loss_rpn_cls": 0.02712361660087481, "loss_rpn_loc": 0.0640215806197375, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958720674306333, "mask_rcnn/false_negative": 0.09084923110715776, "mask_rcnn/false_positive": 0.09964759187021566, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1506143615115434, "total_loss": 0.7280267886817455} {"data_time": 0.012506332946941257, "eta_seconds": 34606.53332818765, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31112507856693905, "fast_rcnn/fg_cls_accuracy": 0.6651833412898679, "iteration": 60259, "loss_box_reg": 0.22114683873951435, "loss_cls": 0.18023185152560472, "loss_mask": 0.2321527637541294, "loss_rpn_cls": 0.021638020290993154, "loss_rpn_loc": 0.06866389326751232, "lr": 1e-05, "mask_rcnn/accuracy": 0.8953224648412946, "mask_rcnn/false_negative": 0.09850008637314975, "mask_rcnn/false_positive": 0.11962964930464609, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1501752973999828, "total_loss": 0.7346741283545271} {"data_time": 0.012887853663414717, "eta_seconds": 34583.26060906984, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.269534632034632, "fast_rcnn/fg_cls_accuracy": 0.6967102876507489, "iteration": 60279, "loss_box_reg": 0.22326410049572587, "loss_cls": 0.17799390107393265, "loss_mask": 0.24268638901412487, "loss_rpn_cls": 0.026834254269488156, "loss_rpn_loc": 0.06674787867814302, "lr": 1e-05, "mask_rcnn/accuracy": 0.8956951387386052, "mask_rcnn/false_negative": 0.08066453665228629, "mask_rcnn/false_positive": 0.13729719270621438, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1680772062391043, "total_loss": 0.7318986633326858} {"data_time": 0.012782318983227015, "eta_seconds": 34554.121331172064, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3000552638850511, "fast_rcnn/fg_cls_accuracy": 0.6864905033549713, "iteration": 60299, "loss_box_reg": 0.22127442248165607, "loss_cls": 0.18266921304166317, "loss_mask": 0.22799398936331272, "loss_rpn_cls": 0.0253082673298195, "loss_rpn_loc": 0.07066811271943152, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022017287061186, "mask_rcnn/false_negative": 0.08788546591734908, "mask_rcnn/false_positive": 0.09786651829697618, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1566538724582642, "total_loss": 0.7471044039120898} {"data_time": 0.012323974631726742, "eta_seconds": 34522.803154010326, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.316659041228204, "fast_rcnn/fg_cls_accuracy": 0.6382310499957559, "iteration": 60319, "loss_box_reg": 0.21731472574174404, "loss_cls": 0.1709363730624318, "loss_mask": 0.22753917053341866, "loss_rpn_cls": 0.024109119112836197, "loss_rpn_loc": 0.05477617308497429, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047206731678746, "mask_rcnn/false_negative": 0.08207061997181539, "mask_rcnn/false_positive": 0.09508246207815918, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1697950884699821, "total_loss": 0.6971409826655872} {"data_time": 0.012684289598837495, "eta_seconds": 34498.275116872974, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2543664065403196, "fast_rcnn/fg_cls_accuracy": 0.7152570524825135, "iteration": 60339, "loss_box_reg": 0.22438905015587807, "loss_cls": 0.17246830835938454, "loss_mask": 0.24072468094527721, "loss_rpn_cls": 0.023176960181444883, "loss_rpn_loc": 0.06779586081393063, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972049362571128, "mask_rcnn/false_negative": 0.08562828625981912, "mask_rcnn/false_positive": 0.11943456967564367, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.140412783017382, "total_loss": 0.7261217698105611} {"data_time": 0.012638571439310908, "eta_seconds": 34475.012625223026, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.21312600452302047, "fast_rcnn/fg_cls_accuracy": 0.7552187726236561, "iteration": 60359, "loss_box_reg": 0.2257967833429575, "loss_cls": 0.17391827329993248, "loss_mask": 0.23728571459650993, "loss_rpn_cls": 0.025677377998363227, "loss_rpn_loc": 0.06018751917872578, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071196620470134, "mask_rcnn/false_negative": 0.08579617727837859, "mask_rcnn/false_positive": 0.10785116090089351, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1613940997049212, "total_loss": 0.7564654110465199} {"data_time": 0.012136764591559768, "eta_seconds": 34451.75013357308, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6558337161231051, "iteration": 60379, "loss_box_reg": 0.21999174170196056, "loss_cls": 0.175673121586442, "loss_mask": 0.22555205412209034, "loss_rpn_cls": 0.02247253991663456, "loss_rpn_loc": 0.06280378391966224, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080415120593692, "mask_rcnn/false_negative": 0.08265207161006652, "mask_rcnn/false_positive": 0.09821411301850119, "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": 1.1571671017445624, "total_loss": 0.7216656322707422} {"data_time": 0.012542332289740443, "eta_seconds": 34424.96913652867, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2806386469771551, "fast_rcnn/fg_cls_accuracy": 0.7049408931004976, "iteration": 60399, "loss_box_reg": 0.2098014149814844, "loss_cls": 0.1693507069721818, "loss_mask": 0.23037916608154774, "loss_rpn_cls": 0.026961273048073053, "loss_rpn_loc": 0.05753037519752979, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049621367844024, "mask_rcnn/false_negative": 0.09230284380806353, "mask_rcnn/false_positive": 0.09505141264387085, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1528578561265022, "total_loss": 0.6887119024759158} {"data_time": 0.012699756538495421, "eta_seconds": 34394.34803657234, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2547222222222222, "fast_rcnn/fg_cls_accuracy": 0.7015703971119134, "iteration": 60419, "loss_box_reg": 0.23624174110591412, "loss_cls": 0.17839248850941658, "loss_mask": 0.2441585175693035, "loss_rpn_cls": 0.025913807650795206, "loss_rpn_loc": 0.06714696926064789, "lr": 1e-05, "mask_rcnn/accuracy": 0.8916320268557338, "mask_rcnn/false_negative": 0.08690325408317767, "mask_rcnn/false_positive": 0.12195750934013987, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1617309453431517, "total_loss": 0.7349258236354217} {"data_time": 0.0122522481251508, "eta_seconds": 34369.99894384295, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.26453735965931086, "fast_rcnn/fg_cls_accuracy": 0.7139174661888799, "iteration": 60439, "loss_box_reg": 0.23698185198009014, "loss_cls": 0.1844883356243372, "loss_mask": 0.23853897862136364, "loss_rpn_cls": 0.0266443588770926, "loss_rpn_loc": 0.07383435172960162, "lr": 1e-05, "mask_rcnn/accuracy": 0.8885405221804068, "mask_rcnn/false_negative": 0.09522710602964166, "mask_rcnn/false_positive": 0.12827563760018376, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1634035021997988, "total_loss": 0.7612749264226295} {"data_time": 0.012035176390781999, "eta_seconds": 34350.26006733533, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2965822382365409, "fast_rcnn/fg_cls_accuracy": 0.6853571428571428, "iteration": 60459, "loss_box_reg": 0.23821365367621183, "loss_cls": 0.17880611214786768, "loss_mask": 0.2282120082527399, "loss_rpn_cls": 0.027500712196342647, "loss_rpn_loc": 0.06639373628422618, "lr": 1e-05, "mask_rcnn/accuracy": 0.8945085649117908, "mask_rcnn/false_negative": 0.09474063544248608, "mask_rcnn/false_positive": 0.11845366294594648, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1807221975177526, "total_loss": 0.7375463025528006} {"data_time": 0.011621308047324419, "eta_seconds": 34324.58262473345, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2855713894217594, "fast_rcnn/fg_cls_accuracy": 0.6871348742697485, "iteration": 60479, "loss_box_reg": 0.21874654572457075, "loss_cls": 0.17973810154944658, "loss_mask": 0.22589598782360554, "loss_rpn_cls": 0.022426914074458182, "loss_rpn_loc": 0.06175568653270602, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012690812121404, "mask_rcnn/false_negative": 0.09144692042827643, "mask_rcnn/false_positive": 0.10439995345515839, "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": 1.1659241444431245, "total_loss": 0.6997396041406319} {"data_time": 0.012631879886612296, "eta_seconds": 34309.54715667758, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2850141778773322, "fast_rcnn/fg_cls_accuracy": 0.7055080546983381, "iteration": 60499, "loss_box_reg": 0.218934653326869, "loss_cls": 0.18702267948538065, "loss_mask": 0.2308564241975546, "loss_rpn_cls": 0.021797423250973225, "loss_rpn_loc": 0.058277611853554845, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950637869531783, "mask_rcnn/false_negative": 0.08986575583372564, "mask_rcnn/false_positive": 0.11989585370120298, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1817770334891975, "total_loss": 0.7240345700411126} {"data_time": 0.013358763651922345, "eta_seconds": 34294.19000226073, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27046323073745093, "fast_rcnn/fg_cls_accuracy": 0.7246824003305102, "iteration": 60519, "loss_box_reg": 0.24249313957989216, "loss_cls": 0.18215142004191875, "loss_mask": 0.2375872302800417, "loss_rpn_cls": 0.024386897566728294, "loss_rpn_loc": 0.06163509888574481, "lr": 1e-05, "mask_rcnn/accuracy": 0.8964983008035572, "mask_rcnn/false_negative": 0.09753790327592647, "mask_rcnn/false_positive": 0.10677582095449864, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.1719243070110679, "total_loss": 0.7408694589976221} {"data_time": 0.01279712957330048, "eta_seconds": 34280.71526053827, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22696229241499283, "fast_rcnn/fg_cls_accuracy": 0.703001437814522, "iteration": 60539, "loss_box_reg": 0.20486020855605602, "loss_cls": 0.17650196142494678, "loss_mask": 0.22922680340707302, "loss_rpn_cls": 0.02226363559020683, "loss_rpn_loc": 0.05712302075698972, "lr": 1e-05, "mask_rcnn/accuracy": 0.9117576989805012, "mask_rcnn/false_negative": 0.07941031903437389, "mask_rcnn/false_positive": 0.10672198938235741, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1604987857863307, "total_loss": 0.693197283995687} {"data_time": 0.012453604955226183, "eta_seconds": 34253.22805851698, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3025881535521973, "fast_rcnn/fg_cls_accuracy": 0.6748953624644233, "iteration": 60559, "loss_box_reg": 0.22382894344627857, "loss_cls": 0.16956787183880806, "loss_mask": 0.22079873457551003, "loss_rpn_cls": 0.023984895029570907, "loss_rpn_loc": 0.06457695597782731, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018426997992179, "mask_rcnn/false_negative": 0.08924377173720743, "mask_rcnn/false_positive": 0.11587423873485969, "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": 1.168229792965576, "total_loss": 0.7019903777982108} {"data_time": 0.011003053048625588, "eta_seconds": 34234.16982230265, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2889097744360902, "fast_rcnn/fg_cls_accuracy": 0.682414660779566, "iteration": 60579, "loss_box_reg": 0.22349703311920166, "loss_cls": 0.174515375867486, "loss_mask": 0.23320995271205902, "loss_rpn_cls": 0.02384661417454481, "loss_rpn_loc": 0.0583875197917223, "lr": 1e-05, "mask_rcnn/accuracy": 0.8941247981469709, "mask_rcnn/false_negative": 0.08752482581658266, "mask_rcnn/false_positive": 0.12454643902976256, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1723797009326518, "total_loss": 0.7094164754962549} {"data_time": 0.01257253554649651, "eta_seconds": 34206.04303381406, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31120796128692624, "fast_rcnn/fg_cls_accuracy": 0.6747058474852553, "iteration": 60599, "loss_box_reg": 0.2485356256365776, "loss_cls": 0.17620829492807388, "loss_mask": 0.23736766912043095, "loss_rpn_cls": 0.024287170614115894, "loss_rpn_loc": 0.07353038713335991, "lr": 1e-05, "mask_rcnn/accuracy": 0.8927980448434392, "mask_rcnn/false_negative": 0.09492203332175839, "mask_rcnn/false_positive": 0.10892335417416965, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1683064128737897, "total_loss": 0.7524664672091603} {"data_time": 0.013268042588606477, "eta_seconds": 34198.83392103482, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2546829971181556, "fast_rcnn/fg_cls_accuracy": 0.7237784420835305, "iteration": 60619, "loss_box_reg": 0.2199040399864316, "loss_cls": 0.17755916342139244, "loss_mask": 0.2299279011785984, "loss_rpn_cls": 0.022682171897031367, "loss_rpn_loc": 0.06077977258246392, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013753070672713, "mask_rcnn/false_negative": 0.09417015839261039, "mask_rcnn/false_positive": 0.10952082071298869, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.179821882629767, "total_loss": 0.7151653448818251} {"data_time": 0.013382051140069962, "eta_seconds": 34154.59357077256, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2954104718810601, "fast_rcnn/fg_cls_accuracy": 0.6788096296766817, "iteration": 60639, "loss_box_reg": 0.20845043566077948, "loss_cls": 0.16806707065552473, "loss_mask": 0.2291828952729702, "loss_rpn_cls": 0.02515989018138498, "loss_rpn_loc": 0.0641090371645987, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097140256532945, "mask_rcnn/false_negative": 0.08066744203859164, "mask_rcnn/false_positive": 0.10986917779701152, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1103783058933914, "total_loss": 0.6946739391423762} {"data_time": 0.012559829512611032, "eta_seconds": 34131.32749885786, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25031361574833544, "fast_rcnn/fg_cls_accuracy": 0.7322387682456768, "iteration": 60659, "loss_box_reg": 0.22075828816741705, "loss_cls": 0.17389978095889091, "loss_mask": 0.23774962686002254, "loss_rpn_cls": 0.02356512111146003, "loss_rpn_loc": 0.05923970672301948, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047881856325592, "mask_rcnn/false_negative": 0.08505000496075651, "mask_rcnn/false_positive": 0.10890187189632154, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.1704042619094253, "total_loss": 0.7320411812979728} {"data_time": 0.012621321249753237, "eta_seconds": 34112.965365694836, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.28810774548596896, "fast_rcnn/fg_cls_accuracy": 0.6794682253166008, "iteration": 60679, "loss_box_reg": 0.2284460123628378, "loss_cls": 0.17840212862938643, "loss_mask": 0.23814461939036846, "loss_rpn_cls": 0.025419119570869952, "loss_rpn_loc": 0.06948117353022099, "lr": 1e-05, "mask_rcnn/accuracy": 0.8931637306970632, "mask_rcnn/false_negative": 0.09652928233980809, "mask_rcnn/false_positive": 0.11068803429712934, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.159205581061542, "total_loss": 0.7430451969848946} {"data_time": 0.011380733456462622, "eta_seconds": 34105.71252165828, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26466429096668365, "fast_rcnn/fg_cls_accuracy": 0.711427656850192, "iteration": 60699, "loss_box_reg": 0.23473076336085796, "loss_cls": 0.18734574876725674, "loss_mask": 0.23640069738030434, "loss_rpn_cls": 0.02382096671499312, "loss_rpn_loc": 0.07037936174310744, "lr": 1e-05, "mask_rcnn/accuracy": 0.8974329091187037, "mask_rcnn/false_negative": 0.09109084240675733, "mask_rcnn/false_positive": 0.11632082058825477, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.184205709490925, "total_loss": 0.7629651119932532} {"data_time": 0.012454298324882984, "eta_seconds": 34071.26078847796, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27281353135313535, "fast_rcnn/fg_cls_accuracy": 0.717291091160221, "iteration": 60719, "loss_box_reg": 0.23224609531462193, "loss_cls": 0.1837111283093691, "loss_mask": 0.2389825638383627, "loss_rpn_cls": 0.021076651639305055, "loss_rpn_loc": 0.06037625623866916, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988111401585428, "mask_rcnn/false_negative": 0.08766303985405029, "mask_rcnn/false_positive": 0.11213253580469945, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1550459614954889, "total_loss": 0.7618580103153363} {"data_time": 0.01146733295172453, "eta_seconds": 34030.418637436815, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2583946341310285, "fast_rcnn/fg_cls_accuracy": 0.7175509195524021, "iteration": 60739, "loss_box_reg": 0.2163630574941635, "loss_cls": 0.16352318227291107, "loss_mask": 0.24325618334114552, "loss_rpn_cls": 0.02283358690328896, "loss_rpn_loc": 0.07009938289411366, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966881122130828, "mask_rcnn/false_negative": 0.09701121891407269, "mask_rcnn/false_positive": 0.11304117465537866, "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": 1.1537740528583527, "total_loss": 0.6994335858616978} {"data_time": 0.012286647921428084, "eta_seconds": 34004.98167201877, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30091027622175004, "fast_rcnn/fg_cls_accuracy": 0.6783769226165539, "iteration": 60759, "loss_box_reg": 0.22982903011143208, "loss_cls": 0.18131188116967678, "loss_mask": 0.22420920617878437, "loss_rpn_cls": 0.025196434813551605, "loss_rpn_loc": 0.060783111257478595, "lr": 1e-05, "mask_rcnn/accuracy": 0.8901488554052472, "mask_rcnn/false_negative": 0.09577631427844678, "mask_rcnn/false_positive": 0.12455390736980279, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1519397816155106, "total_loss": 0.7484815292991698} {"data_time": 0.011887303786352277, "eta_seconds": 33994.710917766206, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3139333036055548, "fast_rcnn/fg_cls_accuracy": 0.6710581532353084, "iteration": 60779, "loss_box_reg": 0.22655856795608997, "loss_cls": 0.18313105776906013, "loss_mask": 0.2347147185355425, "loss_rpn_cls": 0.02165531407808885, "loss_rpn_loc": 0.06655919784680009, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975591723299432, "mask_rcnn/false_negative": 0.08428346850957225, "mask_rcnn/false_positive": 0.1152419987324432, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1714861784130335, "total_loss": 0.7236213151481934} {"data_time": 0.012153132120147347, "eta_seconds": 33973.348863516, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2533618316757499, "fast_rcnn/fg_cls_accuracy": 0.7203744138597559, "iteration": 60799, "loss_box_reg": 0.21908877603709698, "loss_cls": 0.16563078062608838, "loss_mask": 0.23741276748478413, "loss_rpn_cls": 0.02506731712492183, "loss_rpn_loc": 0.07131420203950256, "lr": 1e-05, "mask_rcnn/accuracy": 0.8961109044017208, "mask_rcnn/false_negative": 0.09032915215078888, "mask_rcnn/false_positive": 0.10982739770158062, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1569586591795087, "total_loss": 0.7190363724075723} {"data_time": 0.01244938001036644, "eta_seconds": 33938.642640560865, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2415689692743517, "fast_rcnn/fg_cls_accuracy": 0.7177673713489172, "iteration": 60819, "loss_box_reg": 0.19976614601910114, "loss_cls": 0.17305075004696846, "loss_mask": 0.23251936957240105, "loss_rpn_cls": 0.021766525227576494, "loss_rpn_loc": 0.05650183418765664, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115073312979038, "mask_rcnn/false_negative": 0.08678589454808439, "mask_rcnn/false_positive": 0.09313449792240758, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1635256770532578, "total_loss": 0.6977590385358781} {"data_time": 0.013171411585062742, "eta_seconds": 33931.62447377108, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28952272727272726, "fast_rcnn/fg_cls_accuracy": 0.6660614657210402, "iteration": 60839, "loss_box_reg": 0.22637514770030975, "loss_cls": 0.17321882396936417, "loss_mask": 0.22730500623583794, "loss_rpn_cls": 0.023857814900111407, "loss_rpn_loc": 0.06560670072212815, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078373887249851, "mask_rcnn/false_negative": 0.0740514240533238, "mask_rcnn/false_positive": 0.10115722868319896, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1475872078444809, "total_loss": 0.7103393253637478} {"data_time": 0.013962706318125129, "eta_seconds": 33908.35175465327, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.27428620058720904, "fast_rcnn/fg_cls_accuracy": 0.7113678729832229, "iteration": 60859, "loss_box_reg": 0.22462114319205284, "loss_cls": 0.18723926739767194, "loss_mask": 0.23737519420683384, "loss_rpn_cls": 0.02299098251387477, "loss_rpn_loc": 0.06608317128848284, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033665603890142, "mask_rcnn/false_negative": 0.07702324412569507, "mask_rcnn/false_positive": 0.11279676270591131, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1532580389175564, "total_loss": 0.7355947536416352} {"data_time": 0.012024433817714453, "eta_seconds": 33899.280354082584, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29367260023943637, "fast_rcnn/fg_cls_accuracy": 0.6677316851735456, "iteration": 60879, "loss_box_reg": 0.2312925774604082, "loss_cls": 0.17472681403160095, "loss_mask": 0.23560293950140476, "loss_rpn_cls": 0.027143879531649873, "loss_rpn_loc": 0.058957617497071624, "lr": 1e-05, "mask_rcnn/accuracy": 0.8940968143013784, "mask_rcnn/false_negative": 0.0897053964381254, "mask_rcnn/false_positive": 0.12344105595815466, "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": 1.1700914020184427, "total_loss": 0.7431649880018085} {"data_time": 0.011873822193592787, "eta_seconds": 33875.99788131192, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3001648847999018, "fast_rcnn/fg_cls_accuracy": 0.6731726797369308, "iteration": 60899, "loss_box_reg": 0.22273016162216663, "loss_cls": 0.17501727677881718, "loss_mask": 0.23402499221265316, "loss_rpn_cls": 0.023003682610578835, "loss_rpn_loc": 0.06232489622198045, "lr": 1e-05, "mask_rcnn/accuracy": 0.8925226568933821, "mask_rcnn/false_negative": 0.08622907376449654, "mask_rcnn/false_positive": 0.11468252537992979, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1658779338467866, "total_loss": 0.7130575604969636} {"data_time": 0.011467933421954513, "eta_seconds": 33838.53359729983, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3065072182719242, "fast_rcnn/fg_cls_accuracy": 0.6853720440757707, "iteration": 60919, "loss_box_reg": 0.20867883879691362, "loss_cls": 0.16334500163793564, "loss_mask": 0.2333019021898508, "loss_rpn_cls": 0.02509357256349176, "loss_rpn_loc": 0.06059419410303235, "lr": 1e-05, "mask_rcnn/accuracy": 0.8948275249840576, "mask_rcnn/false_negative": 0.08568384345429676, "mask_rcnn/false_positive": 0.10424737499012222, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1428426434285939, "total_loss": 0.6805655291536823} {"data_time": 0.012628713622689247, "eta_seconds": 33826.348323528655, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.27226145169425464, "fast_rcnn/fg_cls_accuracy": 0.7032383920649725, "iteration": 60939, "loss_box_reg": 0.21820005401968956, "loss_cls": 0.1732031349092722, "loss_mask": 0.2279126439243555, "loss_rpn_cls": 0.02540909533854574, "loss_rpn_loc": 0.06323613179847598, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978183688005117, "mask_rcnn/false_negative": 0.08736697970455531, "mask_rcnn/false_positive": 0.11127347025134873, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1699117859825492, "total_loss": 0.71854310791241} {"data_time": 0.011432427447289228, "eta_seconds": 33806.15046299994, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28164579931046996, "fast_rcnn/fg_cls_accuracy": 0.7017782616585012, "iteration": 60959, "loss_box_reg": 0.21101078111678362, "loss_cls": 0.16075081005692482, "loss_mask": 0.22311585769057274, "loss_rpn_cls": 0.024089227546937764, "loss_rpn_loc": 0.06145203672349453, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039210550291545, "mask_rcnn/false_negative": 0.08666362380427121, "mask_rcnn/false_positive": 0.10078269138430893, "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": 1.1803708516526967, "total_loss": 0.6668577854870819} {"data_time": 0.011944459984079003, "eta_seconds": 33776.565777962096, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2505821640715963, "fast_rcnn/fg_cls_accuracy": 0.7432593653066094, "iteration": 60979, "loss_box_reg": 0.21457180380821228, "loss_cls": 0.16852667927742004, "loss_mask": 0.22192308865487576, "loss_rpn_cls": 0.02135031996294856, "loss_rpn_loc": 0.052763360319659114, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977318809199637, "mask_rcnn/false_negative": 0.08656701791746849, "mask_rcnn/false_positive": 0.11760812107163031, "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": 1.1561468632426113, "total_loss": 0.6873237581457943} {"data_time": 0.012653604615479708, "eta_seconds": 33741.757086478174, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24866415990500693, "fast_rcnn/fg_cls_accuracy": 0.7074384643906335, "iteration": 60999, "loss_box_reg": 0.22719387710094452, "loss_cls": 0.18507658410817385, "loss_mask": 0.21944155544042587, "loss_rpn_cls": 0.022853792528621852, "loss_rpn_loc": 0.07475603208877146, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994069255425794, "mask_rcnn/false_negative": 0.08433913181979286, "mask_rcnn/false_positive": 0.11254156358090617, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1152079834137112, "total_loss": 0.7425612406223081} {"data_time": 0.012490099063143134, "eta_seconds": 33736.30304468796, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2691263240917305, "fast_rcnn/fg_cls_accuracy": 0.7083177603896652, "iteration": 61019, "loss_box_reg": 0.21485153306275606, "loss_cls": 0.16003316221758723, "loss_mask": 0.2339411862194538, "loss_rpn_cls": 0.019227240118198097, "loss_rpn_loc": 0.060279773198999465, "lr": 1e-05, "mask_rcnn/accuracy": 0.8951916748337754, "mask_rcnn/false_negative": 0.09095254595586706, "mask_rcnn/false_positive": 0.12416532524155266, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1470921246800572, "total_loss": 0.6872023498290218} {"data_time": 0.011968712555244565, "eta_seconds": 33719.48932096362, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.269398511781728, "fast_rcnn/fg_cls_accuracy": 0.6746328771029371, "iteration": 61039, "loss_box_reg": 0.21887019649147987, "loss_cls": 0.17398799397051334, "loss_mask": 0.22928197123110294, "loss_rpn_cls": 0.023827113152947277, "loss_rpn_loc": 0.06834739667829126, "lr": 1e-05, "mask_rcnn/accuracy": 0.8963951274854967, "mask_rcnn/false_negative": 0.08415838286955285, "mask_rcnn/false_positive": 0.11469003699741172, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1706090373918414, "total_loss": 0.7271780144656077} {"data_time": 0.012042312882840633, "eta_seconds": 33689.738099146634, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28348136975587956, "fast_rcnn/fg_cls_accuracy": 0.7034084661902145, "iteration": 61059, "loss_box_reg": 0.21895074471831322, "loss_cls": 0.16974238445982337, "loss_mask": 0.23479743674397469, "loss_rpn_cls": 0.021364580956287682, "loss_rpn_loc": 0.06453206879086792, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067869356414653, "mask_rcnn/false_negative": 0.07751770765986385, "mask_rcnn/false_positive": 0.09712684196799773, "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": 1.1648718300275505, "total_loss": 0.6994208275573328} {"data_time": 0.011910373577848077, "eta_seconds": 33666.45562637597, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25603576751117735, "fast_rcnn/fg_cls_accuracy": 0.7295285359801489, "iteration": 61079, "loss_box_reg": 0.20997584331780672, "loss_cls": 0.16483113635331392, "loss_mask": 0.22978059202432632, "loss_rpn_cls": 0.024177375191356987, "loss_rpn_loc": 0.07439886662177742, "lr": 1e-05, "mask_rcnn/accuracy": 0.898257200384714, "mask_rcnn/false_negative": 0.09188587926297159, "mask_rcnn/false_positive": 0.10405792981835002, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.167238964466378, "total_loss": 0.7276960803428665} {"data_time": 0.01204513874836266, "eta_seconds": 33625.40619997308, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.314723121336716, "fast_rcnn/fg_cls_accuracy": 0.6753513156653776, "iteration": 61099, "loss_box_reg": 0.22208184376358986, "loss_cls": 0.174589354544878, "loss_mask": 0.23218469694256783, "loss_rpn_cls": 0.025403543142601848, "loss_rpn_loc": 0.06506920885294676, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967270417221909, "mask_rcnn/false_negative": 0.09659677223464519, "mask_rcnn/false_positive": 0.10517032204175245, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1612637960352004, "total_loss": 0.7109580135438591} {"data_time": 0.012282193638384342, "eta_seconds": 33590.480564367026, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.29710998733927096, "fast_rcnn/fg_cls_accuracy": 0.6874483142202674, "iteration": 61119, "loss_box_reg": 0.21274182572960854, "loss_cls": 0.17209451645612717, "loss_mask": 0.22536387108266354, "loss_rpn_cls": 0.0267337552504614, "loss_rpn_loc": 0.06715295743197203, "lr": 1e-05, "mask_rcnn/accuracy": 0.897849487571445, "mask_rcnn/false_negative": 0.090695716810336, "mask_rcnn/false_positive": 0.11588892123955413, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1530774631537497, "total_loss": 0.6874479628168046} {"data_time": 0.013131689047440886, "eta_seconds": 33565.81377570983, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2697962848644705, "fast_rcnn/fg_cls_accuracy": 0.7146834477498093, "iteration": 61139, "loss_box_reg": 0.2338970359414816, "loss_cls": 0.17719940654933453, "loss_mask": 0.2334865089505911, "loss_rpn_cls": 0.02803807897726074, "loss_rpn_loc": 0.06558044860139489, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934680111985782, "mask_rcnn/false_negative": 0.09226490207638474, "mask_rcnn/false_positive": 0.10669729063832827, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1614199676550925, "total_loss": 0.7471262841718271} {"data_time": 0.010905335890129209, "eta_seconds": 33567.06261324696, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.25022792022792023, "fast_rcnn/fg_cls_accuracy": 0.6867512111414551, "iteration": 61159, "loss_box_reg": 0.22566698491573334, "loss_cls": 0.17287172470241785, "loss_mask": 0.2349115125834942, "loss_rpn_cls": 0.021169590298086405, "loss_rpn_loc": 0.0632791337557137, "lr": 1e-05, "mask_rcnn/accuracy": 0.8963673123259944, "mask_rcnn/false_negative": 0.09064036823210364, "mask_rcnn/false_positive": 0.1216918726567534, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1677373454440385, "total_loss": 0.7110151265515015} {"data_time": 0.010902004549279809, "eta_seconds": 33527.2729405947, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.30820425168251253, "fast_rcnn/fg_cls_accuracy": 0.6556125806027109, "iteration": 61179, "loss_box_reg": 0.23201216571033, "loss_cls": 0.18090475630015135, "loss_mask": 0.23817193880677223, "loss_rpn_cls": 0.023176884511485696, "loss_rpn_loc": 0.07642795192077756, "lr": 1e-05, "mask_rcnn/accuracy": 0.8956832250968454, "mask_rcnn/false_negative": 0.08268370425855143, "mask_rcnn/false_positive": 0.11315189498203473, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1662321160547435, "total_loss": 0.7522133142338134} {"data_time": 0.01106135779991746, "eta_seconds": 33500.50119236112, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2878736482874882, "fast_rcnn/fg_cls_accuracy": 0.7024928166498408, "iteration": 61199, "loss_box_reg": 0.19036150444298983, "loss_cls": 0.15279222838580608, "loss_mask": 0.23891767486929893, "loss_rpn_cls": 0.02395950094796717, "loss_rpn_loc": 0.06317472667433321, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036196696905853, "mask_rcnn/false_negative": 0.09593613553819408, "mask_rcnn/false_positive": 0.1065966057590162, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1599388543982059, "total_loss": 0.7148096211021766} {"data_time": 0.011639435309916735, "eta_seconds": 33480.73959855363, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29326108286504327, "fast_rcnn/fg_cls_accuracy": 0.685213830755232, "iteration": 61219, "loss_box_reg": 0.21945898979902267, "loss_cls": 0.1691773496568203, "loss_mask": 0.2331801988184452, "loss_rpn_cls": 0.02115889696869999, "loss_rpn_loc": 0.0641395099228248, "lr": 1e-05, "mask_rcnn/accuracy": 0.8963525774456615, "mask_rcnn/false_negative": 0.09926639982639351, "mask_rcnn/false_positive": 0.11175820260359934, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.177484919782728, "total_loss": 0.71313117723912} {"data_time": 0.012198930373415351, "eta_seconds": 33460.63762301579, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2911312386005638, "fast_rcnn/fg_cls_accuracy": 0.6849419589302096, "iteration": 61239, "loss_box_reg": 0.23599382769316435, "loss_cls": 0.1793133420869708, "loss_mask": 0.24419822171330452, "loss_rpn_cls": 0.02502015419304371, "loss_rpn_loc": 0.07325544464401901, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999715591740209, "mask_rcnn/false_negative": 0.0834718184861235, "mask_rcnn/false_positive": 0.12951744607434207, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1381646124646068, "total_loss": 0.7769513872917742} {"data_time": 0.011353449430316687, "eta_seconds": 33437.36875123344, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24144673269718564, "fast_rcnn/fg_cls_accuracy": 0.7127254800338774, "iteration": 61259, "loss_box_reg": 0.21480361372232437, "loss_cls": 0.16728654876351357, "loss_mask": 0.22874979861080647, "loss_rpn_cls": 0.024515493016224355, "loss_rpn_loc": 0.06257401360198855, "lr": 1e-05, "mask_rcnn/accuracy": 0.8943394061992558, "mask_rcnn/false_negative": 0.07912816992007184, "mask_rcnn/false_positive": 0.11188868410844804, "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": 1.1551981875672936, "total_loss": 0.6986462599015795} {"data_time": 0.013052912196144462, "eta_seconds": 33411.38581544161, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2669043732279406, "fast_rcnn/fg_cls_accuracy": 0.7051361386138614, "iteration": 61279, "loss_box_reg": 0.216814948245883, "loss_cls": 0.17238649167120457, "loss_mask": 0.23359694704413414, "loss_rpn_cls": 0.022925638128072023, "loss_rpn_loc": 0.06857767619658262, "lr": 1e-05, "mask_rcnn/accuracy": 0.897948295504099, "mask_rcnn/false_negative": 0.09076492946965578, "mask_rcnn/false_positive": 0.11575220464743861, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1678197379224002, "total_loss": 0.7180614832905121} {"data_time": 0.012785336934030056, "eta_seconds": 33393.80315418821, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.2850382097940441, "fast_rcnn/fg_cls_accuracy": 0.706747563890421, "iteration": 61299, "loss_box_reg": 0.23539761826395988, "loss_cls": 0.17548191640526056, "loss_mask": 0.23982475511729717, "loss_rpn_cls": 0.024826679844409227, "loss_rpn_loc": 0.06574754766188562, "lr": 1e-05, "mask_rcnn/accuracy": 0.8926857704042863, "mask_rcnn/false_negative": 0.09383414917741041, "mask_rcnn/false_positive": 0.12883691829294108, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1649142608512193, "total_loss": 0.7310594235896133} {"data_time": 0.012224406469613314, "eta_seconds": 33357.85950782709, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.21950715859030837, "fast_rcnn/fg_cls_accuracy": 0.7343509984639017, "iteration": 61319, "loss_box_reg": 0.21078019309788942, "loss_cls": 0.17019242886453867, "loss_mask": 0.22957593575119972, "loss_rpn_cls": 0.021640548715367913, "loss_rpn_loc": 0.05297356145456433, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061807735914879, "mask_rcnn/false_negative": 0.08889833263800807, "mask_rcnn/false_positive": 0.10830011474324033, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1496621994301677, "total_loss": 0.7003774280892685} {"data_time": 0.012061398010700941, "eta_seconds": 33337.65153378714, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2722714210310246, "fast_rcnn/fg_cls_accuracy": 0.7054835493519442, "iteration": 61339, "loss_box_reg": 0.22310417797416449, "loss_cls": 0.1675359532237053, "loss_mask": 0.23596304841339588, "loss_rpn_cls": 0.02508443151600659, "loss_rpn_loc": 0.07326259044930339, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057175627304639, "mask_rcnn/false_negative": 0.08311275068638393, "mask_rcnn/false_positive": 0.11163974235452122, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1519945389591157, "total_loss": 0.711153362877667} {"data_time": 0.011719970963895321, "eta_seconds": 33307.84400392324, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26704728496259444, "fast_rcnn/fg_cls_accuracy": 0.7080288757813188, "iteration": 61359, "loss_box_reg": 0.23652647249400616, "loss_cls": 0.1803326467052102, "loss_mask": 0.2337861880660057, "loss_rpn_cls": 0.028002943872706965, "loss_rpn_loc": 0.07656090799719095, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022305429140298, "mask_rcnn/false_negative": 0.08727368109305361, "mask_rcnn/false_positive": 0.11254774043956955, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1460395546164364, "total_loss": 0.7524633049033582} {"data_time": 0.0112124839797616, "eta_seconds": 33288.07319086511, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22227004622987406, "fast_rcnn/fg_cls_accuracy": 0.7181613029827316, "iteration": 61379, "loss_box_reg": 0.22939447686076164, "loss_cls": 0.17411356465891004, "loss_mask": 0.22748358361423016, "loss_rpn_cls": 0.02353432857489679, "loss_rpn_loc": 0.05624411080498248, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972830579644435, "mask_rcnn/false_negative": 0.09566712473325614, "mask_rcnn/false_positive": 0.11508460222106495, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1555700744502246, "total_loss": 0.6998795271065319} {"data_time": 0.011607368243858218, "eta_seconds": 33270.03586888313, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2537668075908325, "fast_rcnn/fg_cls_accuracy": 0.718337463392656, "iteration": 61399, "loss_box_reg": 0.2259307447820902, "loss_cls": 0.17158117052167654, "loss_mask": 0.23243840411305428, "loss_rpn_cls": 0.02142901555635035, "loss_rpn_loc": 0.06840035249479115, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048644325688021, "mask_rcnn/false_negative": 0.08837533135200376, "mask_rcnn/false_positive": 0.11946464748490271, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1568442846182734, "total_loss": 0.7360977190546691} {"data_time": 0.010834651533514261, "eta_seconds": 33240.15792480204, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28492835901595026, "fast_rcnn/fg_cls_accuracy": 0.69, "iteration": 61419, "loss_box_reg": 0.20941161550581455, "loss_cls": 0.16536821331828833, "loss_mask": 0.22759190201759338, "loss_rpn_cls": 0.021486968151293695, "loss_rpn_loc": 0.049875554628670216, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027237474754473, "mask_rcnn/false_negative": 0.08351717918380014, "mask_rcnn/false_positive": 0.10556935627296199, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.149883428355679, "total_loss": 0.6758448517066427} {"data_time": 0.011506827548146248, "eta_seconds": 33227.948905192316, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2518656716417911, "fast_rcnn/fg_cls_accuracy": 0.7285521551624732, "iteration": 61439, "loss_box_reg": 0.21554375812411308, "loss_cls": 0.16913687018677592, "loss_mask": 0.2217507977038622, "loss_rpn_cls": 0.02030932847992517, "loss_rpn_loc": 0.06293572392314672, "lr": 1e-05, "mask_rcnn/accuracy": 0.8949181005991507, "mask_rcnn/false_negative": 0.08528053352856643, "mask_rcnn/false_positive": 0.1116641138928602, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1724862807895988, "total_loss": 0.6903885830543004} {"data_time": 0.011258611921221018, "eta_seconds": 33204.68003340997, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.31107885824866954, "fast_rcnn/fg_cls_accuracy": 0.6691626957113683, "iteration": 61459, "loss_box_reg": 0.21896466612815857, "loss_cls": 0.17399450624361634, "loss_mask": 0.23768339678645134, "loss_rpn_cls": 0.022959814028581604, "loss_rpn_loc": 0.06924616103060544, "lr": 1e-05, "mask_rcnn/accuracy": 0.8800345200582449, "mask_rcnn/false_negative": 0.10680536710256738, "mask_rcnn/false_positive": 0.1274923979479169, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1691522700712085, "total_loss": 0.7229608094785362} {"data_time": 0.012660025851801038, "eta_seconds": 33181.41116162762, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3102198929019027, "fast_rcnn/fg_cls_accuracy": 0.6633301291428093, "iteration": 61479, "loss_box_reg": 0.22837771475315094, "loss_cls": 0.1762424986809492, "loss_mask": 0.23073360323905945, "loss_rpn_cls": 0.022369376791175455, "loss_rpn_loc": 0.05237817158922553, "lr": 1e-05, "mask_rcnn/accuracy": 0.903661682247, "mask_rcnn/false_negative": 0.09261627821420557, "mask_rcnn/false_positive": 0.12474335851394408, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1623440119437873, "total_loss": 0.7294426700100303} {"data_time": 0.012158641126006842, "eta_seconds": 33153.707072138786, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.2999738356881214, "fast_rcnn/fg_cls_accuracy": 0.6721578913697139, "iteration": 61499, "loss_box_reg": 0.24309729412198067, "loss_cls": 0.187183883972466, "loss_mask": 0.2446494698524475, "loss_rpn_cls": 0.024844609564752318, "loss_rpn_loc": 0.07452681427821517, "lr": 1e-05, "mask_rcnn/accuracy": 0.8835699639579487, "mask_rcnn/false_negative": 0.10395822884562703, "mask_rcnn/false_positive": 0.12313000126456233, "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": 1.1641865835990757, "total_loss": 0.7649482114939019} {"data_time": 0.013011179631575942, "eta_seconds": 33125.23845128715, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29094076655052264, "fast_rcnn/fg_cls_accuracy": 0.6966907622167906, "iteration": 61519, "loss_box_reg": 0.21777661051601171, "loss_cls": 0.16528833005577326, "loss_mask": 0.22816232033073902, "loss_rpn_cls": 0.026265484979376197, "loss_rpn_loc": 0.06327997799962759, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996932760507304, "mask_rcnn/false_negative": 0.09219057473580045, "mask_rcnn/false_positive": 0.11418950565300871, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1638937930110842, "total_loss": 0.6968150154862087} {"data_time": 0.011901735328137875, "eta_seconds": 33099.7422749456, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2736875800256082, "fast_rcnn/fg_cls_accuracy": 0.6993506493506494, "iteration": 61539, "loss_box_reg": 0.2078832108527422, "loss_cls": 0.16603700816631317, "loss_mask": 0.2301582433283329, "loss_rpn_cls": 0.02439734258223325, "loss_rpn_loc": 0.06383194169029593, "lr": 1e-05, "mask_rcnn/accuracy": 0.8954389979583548, "mask_rcnn/false_negative": 0.10298299256423404, "mask_rcnn/false_positive": 0.10242423719700217, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1521613141521811, "total_loss": 0.6601968763279729} {"data_time": 0.012432965449988842, "eta_seconds": 33072.65198433772, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.27578727958988225, "fast_rcnn/fg_cls_accuracy": 0.7159906484141738, "iteration": 61559, "loss_box_reg": 0.21338330768048763, "loss_cls": 0.15704782120883465, "loss_mask": 0.21545497234910727, "loss_rpn_cls": 0.021703522477764636, "loss_rpn_loc": 0.0575902690179646, "lr": 1e-05, "mask_rcnn/accuracy": 0.901363562283831, "mask_rcnn/false_negative": 0.08593508167077837, "mask_rcnn/false_positive": 0.12325227337567249, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1557533256709576, "total_loss": 0.7043578138982411} {"data_time": 0.012181222438812256, "eta_seconds": 33042.196144731715, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25601396862465264, "fast_rcnn/fg_cls_accuracy": 0.7338339117554842, "iteration": 61579, "loss_box_reg": 0.21754750050604343, "loss_cls": 0.17351672891527414, "loss_mask": 0.22430476173758507, "loss_rpn_cls": 0.021632714313454926, "loss_rpn_loc": 0.05874367384240031, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039912945137059, "mask_rcnn/false_negative": 0.08796768466854692, "mask_rcnn/false_positive": 0.11410959677575017, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1651233164593577, "total_loss": 0.702468064671848} {"data_time": 0.011017845943570137, "eta_seconds": 33012.38745385781, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3132515632515632, "fast_rcnn/fg_cls_accuracy": 0.6734875207097429, "iteration": 61599, "loss_box_reg": 0.21668334025889635, "loss_cls": 0.16859067045152187, "loss_mask": 0.23474408872425556, "loss_rpn_cls": 0.024510057410225272, "loss_rpn_loc": 0.062156038358807564, "lr": 1e-05, "mask_rcnn/accuracy": 0.8962462557570381, "mask_rcnn/false_negative": 0.08031705271370689, "mask_rcnn/false_positive": 0.11325787778490726, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1556051829829812, "total_loss": 0.6880147502524778} {"data_time": 0.01229528826661408, "eta_seconds": 32975.26048917789, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2628950378067945, "fast_rcnn/fg_cls_accuracy": 0.7175925925925926, "iteration": 61619, "loss_box_reg": 0.21507822908461094, "loss_cls": 0.16890223696827888, "loss_mask": 0.23444709926843643, "loss_rpn_cls": 0.026833265903405845, "loss_rpn_loc": 0.06666660076007247, "lr": 1e-05, "mask_rcnn/accuracy": 0.897693873987254, "mask_rcnn/false_negative": 0.1012254939802994, "mask_rcnn/false_positive": 0.10836481558029895, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1481139303650707, "total_loss": 0.7163065747590736} {"data_time": 0.01272664382122457, "eta_seconds": 32965.89113350026, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.25691929042444506, "fast_rcnn/fg_cls_accuracy": 0.7051475780257026, "iteration": 61639, "loss_box_reg": 0.2134296540170908, "loss_cls": 0.1638324372470379, "loss_mask": 0.22971967048943043, "loss_rpn_cls": 0.02483317270525731, "loss_rpn_loc": 0.06406308570876718, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001729251381003, "mask_rcnn/false_negative": 0.08222435290955232, "mask_rcnn/false_positive": 0.1151119572886935, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1590956090949476, "total_loss": 0.6957657334860414} {"data_time": 0.011261892039328814, "eta_seconds": 32953.26010234654, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2918510324483776, "fast_rcnn/fg_cls_accuracy": 0.6629901960784313, "iteration": 61659, "loss_box_reg": 0.2087453557178378, "loss_cls": 0.16192889586091042, "loss_mask": 0.2401698436588049, "loss_rpn_cls": 0.024760310596320778, "loss_rpn_loc": 0.06980416888836771, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017122832151276, "mask_rcnn/false_negative": 0.08519967993637453, "mask_rcnn/false_positive": 0.11078177907013781, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1731853967066854, "total_loss": 0.6775526164419716} {"data_time": 0.012326645432040095, "eta_seconds": 32925.23605708033, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2861611611611612, "fast_rcnn/fg_cls_accuracy": 0.7097020097020097, "iteration": 61679, "loss_box_reg": 0.19528196239843965, "loss_cls": 0.15681342873722315, "loss_mask": 0.23083472065627575, "loss_rpn_cls": 0.021697816089726985, "loss_rpn_loc": 0.060755666345357895, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012068490186773, "mask_rcnn/false_negative": 0.09093097938390969, "mask_rcnn/false_positive": 0.10302107696064791, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1540605947375298, "total_loss": 0.68041503848508} {"data_time": 0.011746466625481844, "eta_seconds": 32899.35571949463, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25516528925619836, "fast_rcnn/fg_cls_accuracy": 0.7248751560549314, "iteration": 61699, "loss_box_reg": 0.22998669929802418, "loss_cls": 0.1707799844443798, "loss_mask": 0.23282619193196297, "loss_rpn_cls": 0.02642252913210541, "loss_rpn_loc": 0.06095591280609369, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990668943256886, "mask_rcnn/false_negative": 0.09658869180950351, "mask_rcnn/false_positive": 0.10162734984553903, "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": 1.1772339411545545, "total_loss": 0.7197009723167866} {"data_time": 0.01239366503432393, "eta_seconds": 32883.49314376712, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.28278348711785245, "fast_rcnn/fg_cls_accuracy": 0.6981470106470107, "iteration": 61719, "loss_box_reg": 0.22327676601707935, "loss_cls": 0.17774484772235155, "loss_mask": 0.23421587981283665, "loss_rpn_cls": 0.02369491185527295, "loss_rpn_loc": 0.06963644362986088, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038167135275164, "mask_rcnn/false_negative": 0.08755983985094995, "mask_rcnn/false_positive": 0.11686480631874735, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1688657228369266, "total_loss": 0.7297824154375121} {"data_time": 0.012043420923873782, "eta_seconds": 32860.23749090731, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2673715700433258, "fast_rcnn/fg_cls_accuracy": 0.6940684959768929, "iteration": 61739, "loss_box_reg": 0.22360877133905888, "loss_cls": 0.18211633432656527, "loss_mask": 0.23841769248247147, "loss_rpn_cls": 0.021784411510452628, "loss_rpn_loc": 0.06656045862473547, "lr": 1e-05, "mask_rcnn/accuracy": 0.90870730590298, "mask_rcnn/false_negative": 0.07334708311288558, "mask_rcnn/false_positive": 0.1035455153817233, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1315149229485542, "total_loss": 0.7441062264842913} {"data_time": 0.012593346647918224, "eta_seconds": 32848.78748405725, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.27919458106476136, "fast_rcnn/fg_cls_accuracy": 0.7143049905209113, "iteration": 61759, "loss_box_reg": 0.22907663974910975, "loss_cls": 0.17973368428647518, "loss_mask": 0.23008231818675995, "loss_rpn_cls": 0.026551165734417737, "loss_rpn_loc": 0.07113831955939531, "lr": 1e-05, "mask_rcnn/accuracy": 0.8973967291357807, "mask_rcnn/false_negative": 0.0920463938749308, "mask_rcnn/false_positive": 0.1186958674315132, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1781511381268501, "total_loss": 0.7498719778959639} {"data_time": 0.011159851914271712, "eta_seconds": 32822.83107778523, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2596581715210356, "fast_rcnn/fg_cls_accuracy": 0.7228116710875332, "iteration": 61779, "loss_box_reg": 0.21255666762590408, "loss_cls": 0.15620710654184222, "loss_mask": 0.22528711892664433, "loss_rpn_cls": 0.02053504140349105, "loss_rpn_loc": 0.0585354205686599, "lr": 1e-05, "mask_rcnn/accuracy": 0.8867133500513512, "mask_rcnn/false_negative": 0.0970558897672193, "mask_rcnn/false_positive": 0.1251987574054951, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 1.168224165448919, "total_loss": 0.689101641648449} {"data_time": 0.012939325300976634, "eta_seconds": 32804.72068190575, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2913408163038279, "fast_rcnn/fg_cls_accuracy": 0.6832683711782586, "iteration": 61799, "loss_box_reg": 0.2323623215779662, "loss_cls": 0.1805489296093583, "loss_mask": 0.22345240786671638, "loss_rpn_cls": 0.02507997929933481, "loss_rpn_loc": 0.06324424012564123, "lr": 1e-05, "mask_rcnn/accuracy": 0.8909475717768023, "mask_rcnn/false_negative": 0.10086908229323982, "mask_rcnn/false_positive": 0.10605760367305758, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1783345430158079, "total_loss": 0.7239123184699565} {"data_time": 0.013176144566386938, "eta_seconds": 32789.75689906627, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7322677322677322, "iteration": 61819, "loss_box_reg": 0.22639783844351768, "loss_cls": 0.16859910171478987, "loss_mask": 0.22941010631620884, "loss_rpn_cls": 0.021792437066324055, "loss_rpn_loc": 0.06027978053316474, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038247343872812, "mask_rcnn/false_negative": 0.07986236304768483, "mask_rcnn/false_positive": 0.110853133951482, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.173077201936394, "total_loss": 0.7009748611890245} {"data_time": 0.01280897669494152, "eta_seconds": 32783.75225186348, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2502428658166363, "fast_rcnn/fg_cls_accuracy": 0.7404371584699454, "iteration": 61839, "loss_box_reg": 0.22597204893827438, "loss_cls": 0.1758353440091014, "loss_mask": 0.23761566169559956, "loss_rpn_cls": 0.021447177045047283, "loss_rpn_loc": 0.06240633851848543, "lr": 1e-05, "mask_rcnn/accuracy": 0.8985484483049417, "mask_rcnn/false_negative": 0.07941424323413065, "mask_rcnn/false_positive": 0.11953179986323219, "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": 1.1710625761188567, "total_loss": 0.721822947554756} {"data_time": 0.011953318491578102, "eta_seconds": 32768.308089226484, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2847856729341287, "fast_rcnn/fg_cls_accuracy": 0.6906678331875182, "iteration": 61859, "loss_box_reg": 0.22441848926246166, "loss_cls": 0.17349052242934704, "loss_mask": 0.23564326763153076, "loss_rpn_cls": 0.022734046477125958, "loss_rpn_loc": 0.06482917396351695, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039081934177267, "mask_rcnn/false_negative": 0.09173630480341084, "mask_rcnn/false_positive": 0.10983416123282803, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1726351203396916, "total_loss": 0.7114420817233622} {"data_time": 0.01212964579463005, "eta_seconds": 32739.807622190565, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.26131302876480544, "fast_rcnn/fg_cls_accuracy": 0.7286263651745886, "iteration": 61879, "loss_box_reg": 0.22693806886672974, "loss_cls": 0.17904851585626602, "loss_mask": 0.2234163824468851, "loss_rpn_cls": 0.022783196647651494, "loss_rpn_loc": 0.06447153398767114, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039701436130008, "mask_rcnn/false_negative": 0.0854718226651604, "mask_rcnn/false_positive": 0.1020570591555105, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1550540095195174, "total_loss": 0.7213665056042373} {"data_time": 0.012319066096097231, "eta_seconds": 32714.581539737992, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.24989614725186743, "fast_rcnn/fg_cls_accuracy": 0.7389614591337405, "iteration": 61899, "loss_box_reg": 0.21755322068929672, "loss_cls": 0.1712874434888363, "loss_mask": 0.22980823181569576, "loss_rpn_cls": 0.02057034138124436, "loss_rpn_loc": 0.05973588372580707, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013497499914205, "mask_rcnn/false_negative": 0.09161744329182506, "mask_rcnn/false_positive": 0.11352962903631113, "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": 1.1672521349973977, "total_loss": 0.6982075093546882} {"data_time": 0.012920194072648883, "eta_seconds": 32693.236060850322, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2845117845117845, "fast_rcnn/fg_cls_accuracy": 0.6970192117250941, "iteration": 61919, "loss_box_reg": 0.2215367890894413, "loss_cls": 0.17236755089834332, "loss_mask": 0.221711122430861, "loss_rpn_cls": 0.018781355494866148, "loss_rpn_loc": 0.06653139332775027, "lr": 1e-05, "mask_rcnn/accuracy": 0.8906271553185371, "mask_rcnn/false_negative": 0.0904554374252341, "mask_rcnn/false_positive": 0.12016273756672909, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1657210499979556, "total_loss": 0.6920304795203265} {"data_time": 0.012311634374782443, "eta_seconds": 32662.671055695973, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.27450990593523683, "fast_rcnn/fg_cls_accuracy": 0.7122624883847608, "iteration": 61939, "loss_box_reg": 0.22430680692195892, "loss_cls": 0.1820077020674944, "loss_mask": 0.2341759204864502, "loss_rpn_cls": 0.0217746386770159, "loss_rpn_loc": 0.06298134243115783, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999172852901844, "mask_rcnn/false_negative": 0.08999303576973186, "mask_rcnn/false_positive": 0.1116623605812597, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1608626453671604, "total_loss": 0.7431050351588055} {"data_time": 0.011906694620847702, "eta_seconds": 32622.673377702013, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2470457448899371, "fast_rcnn/fg_cls_accuracy": 0.7240332914775105, "iteration": 61959, "loss_box_reg": 0.21371673792600632, "loss_cls": 0.17092074546962976, "loss_mask": 0.236683938652277, "loss_rpn_cls": 0.023279660381376743, "loss_rpn_loc": 0.059719737619161606, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058804004057763, "mask_rcnn/false_negative": 0.08634165030423638, "mask_rcnn/false_positive": 0.09396894999361471, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1548182601109147, "total_loss": 0.6970636524492875} {"data_time": 0.01333650154992938, "eta_seconds": 32603.58368743211, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30081263060134666, "fast_rcnn/fg_cls_accuracy": 0.6662863389471527, "iteration": 61979, "loss_box_reg": 0.2227928964421153, "loss_cls": 0.1803941004909575, "loss_mask": 0.23832284286618233, "loss_rpn_cls": 0.021604411653243005, "loss_rpn_loc": 0.06959443306550384, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043724535626063, "mask_rcnn/false_negative": 0.08616710173286109, "mask_rcnn/false_positive": 0.10446387571064963, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.1567374072037637, "total_loss": 0.7315117333782837} {"data_time": 0.011221810476854444, "eta_seconds": 32580.31203597784, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2941931825762124, "fast_rcnn/fg_cls_accuracy": 0.6648618986647156, "iteration": 61999, "loss_box_reg": 0.20102537609636784, "loss_cls": 0.1658330364152789, "loss_mask": 0.22089125029742718, "loss_rpn_cls": 0.019436003116425127, "loss_rpn_loc": 0.06754349125549197, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089912726325312, "mask_rcnn/false_negative": 0.09084348331344355, "mask_rcnn/false_positive": 0.0902078331301028, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1566791865043342, "total_loss": 0.6929476788500324} {"data_time": 0.0119924854952842, "eta_seconds": 32550.163128282875, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2667293233082707, "fast_rcnn/fg_cls_accuracy": 0.72170523138833, "iteration": 62019, "loss_box_reg": 0.21324238181114197, "loss_cls": 0.17046774923801422, "loss_mask": 0.22246854938566685, "loss_rpn_cls": 0.025745125603862107, "loss_rpn_loc": 0.06746458820998669, "lr": 1e-05, "mask_rcnn/accuracy": 0.903407480416409, "mask_rcnn/false_negative": 0.08356292583111968, "mask_rcnn/false_positive": 0.10952391317071627, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1501891501247883, "total_loss": 0.7030012141913176} {"data_time": 0.01258084992878139, "eta_seconds": 32523.22164600715, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27753837866953945, "fast_rcnn/fg_cls_accuracy": 0.6978723404255319, "iteration": 62039, "loss_box_reg": 0.19428501557558775, "loss_cls": 0.16248359344899654, "loss_mask": 0.22050882317125797, "loss_rpn_cls": 0.020167933602351695, "loss_rpn_loc": 0.06349446903914213, "lr": 1e-05, "mask_rcnn/accuracy": 0.8953817701601996, "mask_rcnn/false_negative": 0.08833169884136505, "mask_rcnn/false_positive": 0.10586025419615014, "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": 1.1638222311157733, "total_loss": 0.6698350434890017} {"data_time": 0.01163870538584888, "eta_seconds": 32501.519972574897, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3059745061788459, "fast_rcnn/fg_cls_accuracy": 0.6719914802981896, "iteration": 62059, "loss_box_reg": 0.2291502095758915, "loss_cls": 0.1800942588597536, "loss_mask": 0.23323815874755383, "loss_rpn_cls": 0.02621856046607718, "loss_rpn_loc": 0.06837306590750813, "lr": 1e-05, "mask_rcnn/accuracy": 0.8932156718486768, "mask_rcnn/false_negative": 0.08660854356841968, "mask_rcnn/false_positive": 0.11645727308456431, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1739691200200468, "total_loss": 0.7541510296287015} {"data_time": 0.012862780131399632, "eta_seconds": 32475.313451848924, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2540198828867843, "fast_rcnn/fg_cls_accuracy": 0.71177001517101, "iteration": 62079, "loss_box_reg": 0.25218163803219795, "loss_cls": 0.19432640727609396, "loss_mask": 0.23009312245994806, "loss_rpn_cls": 0.027324424823746085, "loss_rpn_loc": 0.08375843637622893, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028877329620373, "mask_rcnn/false_negative": 0.08595939320039714, "mask_rcnn/false_positive": 0.10978546709602417, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1762229178566486, "total_loss": 0.8179463932756335} {"data_time": 0.01083789812400937, "eta_seconds": 32455.423011048697, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2526208651399491, "fast_rcnn/fg_cls_accuracy": 0.7217350938724985, "iteration": 62099, "loss_box_reg": 0.21490788739174604, "loss_cls": 0.17073660623282194, "loss_mask": 0.21751845069229603, "loss_rpn_cls": 0.023326637456193566, "loss_rpn_loc": 0.058356490917503834, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978384038913312, "mask_rcnn/false_negative": 0.09013160684450894, "mask_rcnn/false_positive": 0.10662065909550777, "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": 1.149034271016717, "total_loss": 0.6847773874178529} {"data_time": 0.011769954347983003, "eta_seconds": 32442.534632664174, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.25575614861329143, "fast_rcnn/fg_cls_accuracy": 0.7039460895483703, "iteration": 62119, "loss_box_reg": 0.20604736637324095, "loss_cls": 0.17471436969935894, "loss_mask": 0.21909268200397491, "loss_rpn_cls": 0.022441525012254715, "loss_rpn_loc": 0.05492108757607639, "lr": 1e-05, "mask_rcnn/accuracy": 0.8974851223849037, "mask_rcnn/false_negative": 0.0952531769156052, "mask_rcnn/false_positive": 0.11643169837981751, "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": 1.1711790706031024, "total_loss": 0.6844569235399831} {"data_time": 0.01143330498598516, "eta_seconds": 32421.563009605743, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.2809482062842671, "fast_rcnn/fg_cls_accuracy": 0.6932832977119472, "iteration": 62139, "loss_box_reg": 0.22406160086393356, "loss_cls": 0.17451754212379456, "loss_mask": 0.2297155950218439, "loss_rpn_cls": 0.025563989533111453, "loss_rpn_loc": 0.06368883512914181, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997581342001078, "mask_rcnn/false_negative": 0.09962501731482576, "mask_rcnn/false_positive": 0.10215322678418975, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.17000875598751, "total_loss": 0.7135110369417816} {"data_time": 0.010371775133535266, "eta_seconds": 32394.13882434368, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2184640522875817, "fast_rcnn/fg_cls_accuracy": 0.7278132992327366, "iteration": 62159, "loss_box_reg": 0.22691606637090445, "loss_cls": 0.17888310924172401, "loss_mask": 0.22429476864635944, "loss_rpn_cls": 0.024463433772325516, "loss_rpn_loc": 0.07300495309755206, "lr": 1e-05, "mask_rcnn/accuracy": 0.898599425150177, "mask_rcnn/false_negative": 0.08657928748232435, "mask_rcnn/false_positive": 0.11785009864604754, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.166211732197553, "total_loss": 0.7239333805628121} {"data_time": 0.012018527369946241, "eta_seconds": 32367.643765746616, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.29718301971326166, "fast_rcnn/fg_cls_accuracy": 0.6674393315018314, "iteration": 62179, "loss_box_reg": 0.22103495709598064, "loss_cls": 0.17759327217936516, "loss_mask": 0.2255984079092741, "loss_rpn_cls": 0.021855211001820862, "loss_rpn_loc": 0.06464150559622794, "lr": 1e-05, "mask_rcnn/accuracy": 0.8944223466778225, "mask_rcnn/false_negative": 0.08370301112333324, "mask_rcnn/false_positive": 0.11963450914787832, "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": 1.1652017016895115, "total_loss": 0.7221720149391331} {"data_time": 0.011330802692100406, "eta_seconds": 32340.762507729232, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.25989239847275253, "fast_rcnn/fg_cls_accuracy": 0.6943374916576827, "iteration": 62199, "loss_box_reg": 0.2288937047123909, "loss_cls": 0.16817487590014935, "loss_mask": 0.233206395059824, "loss_rpn_cls": 0.01953239948488772, "loss_rpn_loc": 0.05950671900063753, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008617718044633, "mask_rcnn/false_negative": 0.09038746402458438, "mask_rcnn/false_positive": 0.10106017107679402, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1417964629363269, "total_loss": 0.7269263742491603} {"data_time": 0.012396573787555099, "eta_seconds": 32321.105097499676, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30112924835260985, "fast_rcnn/fg_cls_accuracy": 0.6716965226554268, "iteration": 62219, "loss_box_reg": 0.23029889538884163, "loss_cls": 0.16357478871941566, "loss_mask": 0.23353766556829214, "loss_rpn_cls": 0.022072370469686575, "loss_rpn_loc": 0.06585896294564009, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984370051784922, "mask_rcnn/false_negative": 0.09454430453358295, "mask_rcnn/false_positive": 0.11404103249168066, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1770031310152262, "total_loss": 0.731319423095556} {"data_time": 0.012096968479454517, "eta_seconds": 32308.28428035602, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2506033602524831, "fast_rcnn/fg_cls_accuracy": 0.7380069463402796, "iteration": 62239, "loss_box_reg": 0.1942667057737708, "loss_cls": 0.15353951323777437, "loss_mask": 0.2187278177589178, "loss_rpn_cls": 0.021300485590472817, "loss_rpn_loc": 0.06304039433598518, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075985699869629, "mask_rcnn/false_negative": 0.07649423618193683, "mask_rcnn/false_positive": 0.11052107847259732, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.166968063218519, "total_loss": 0.6668754893471487} {"data_time": 0.012853592401370406, "eta_seconds": 32287.411626097746, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2777015437392796, "fast_rcnn/fg_cls_accuracy": 0.7002525252525252, "iteration": 62259, "loss_box_reg": 0.23291864059865475, "loss_cls": 0.18156529497355223, "loss_mask": 0.22479198314249516, "loss_rpn_cls": 0.024537584220524877, "loss_rpn_loc": 0.06514973193407059, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082184556514914, "mask_rcnn/false_negative": 0.08499794087483102, "mask_rcnn/false_positive": 0.09598520261174207, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.164408915443346, "total_loss": 0.7370701699983329} {"data_time": 0.011009529000148177, "eta_seconds": 32260.304789012298, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2898801247604374, "fast_rcnn/fg_cls_accuracy": 0.6713865782725623, "iteration": 62279, "loss_box_reg": 0.21810624469071627, "loss_cls": 0.17244581505656242, "loss_mask": 0.22859739884734154, "loss_rpn_cls": 0.023434389615431428, "loss_rpn_loc": 0.062871596775949, "lr": 1e-05, "mask_rcnn/accuracy": 0.8851669681250427, "mask_rcnn/false_negative": 0.09949050211459784, "mask_rcnn/false_positive": 0.12414356253661993, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1596902110613883, "total_loss": 0.7065957168233581} {"data_time": 0.013098848517984152, "eta_seconds": 32237.028955831192, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.27914091278017106, "fast_rcnn/fg_cls_accuracy": 0.695736018855796, "iteration": 62299, "loss_box_reg": 0.20993810147047043, "loss_cls": 0.16724596172571182, "loss_mask": 0.23236286081373692, "loss_rpn_cls": 0.02390439808368683, "loss_rpn_loc": 0.06044099573045969, "lr": 1e-05, "mask_rcnn/accuracy": 0.8947393906927139, "mask_rcnn/false_negative": 0.08409538812530354, "mask_rcnn/false_positive": 0.11862231680034921, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1702308170497417, "total_loss": 0.6936769615858793} {"data_time": 0.012552561005577445, "eta_seconds": 32217.575840316713, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30002788881658454, "fast_rcnn/fg_cls_accuracy": 0.6771179693719852, "iteration": 62319, "loss_box_reg": 0.20954829081892967, "loss_cls": 0.1705340575426817, "loss_mask": 0.22406778950244188, "loss_rpn_cls": 0.020453980076126754, "loss_rpn_loc": 0.0659593977034092, "lr": 1e-05, "mask_rcnn/accuracy": 0.9133870462036645, "mask_rcnn/false_negative": 0.08237978091544153, "mask_rcnn/false_positive": 0.09328374725406537, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.161339381011203, "total_loss": 0.708023393061012} {"data_time": 0.011960030067712069, "eta_seconds": 32201.827436322346, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27157072578584207, "fast_rcnn/fg_cls_accuracy": 0.7211395618939578, "iteration": 62339, "loss_box_reg": 0.2310411660000682, "loss_cls": 0.17077875509858131, "loss_mask": 0.22962628118693829, "loss_rpn_cls": 0.02113701298367232, "loss_rpn_loc": 0.06194653734564781, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049946363799716, "mask_rcnn/false_negative": 0.08116072454021686, "mask_rcnn/false_positive": 0.10577739506975184, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1676630335859954, "total_loss": 0.7251936447864864} {"data_time": 0.011962928110733628, "eta_seconds": 32185.70825362578, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2480757630594764, "fast_rcnn/fg_cls_accuracy": 0.7156281133955258, "iteration": 62359, "loss_box_reg": 0.2195646297186613, "loss_cls": 0.16476448345929384, "loss_mask": 0.23111498914659023, "loss_rpn_cls": 0.022135761042591184, "loss_rpn_loc": 0.06416200287640095, "lr": 1e-05, "mask_rcnn/accuracy": 0.8938221033391035, "mask_rcnn/false_negative": 0.09247421703468914, "mask_rcnn/false_positive": 0.11587656353902615, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1598110205959529, "total_loss": 0.7181156687438488} {"data_time": 0.011513569857925177, "eta_seconds": 32162.41902912967, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2750057115115515, "fast_rcnn/fg_cls_accuracy": 0.7046687070446735, "iteration": 62379, "loss_box_reg": 0.23325073067098856, "loss_cls": 0.1734451735392213, "loss_mask": 0.23425499349832535, "loss_rpn_cls": 0.026347505394369364, "loss_rpn_loc": 0.06328482867684215, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004376910588353, "mask_rcnn/false_negative": 0.07769814160662836, "mask_rcnn/false_positive": 0.11105326622223033, "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": 1.1508152508176863, "total_loss": 0.7565714798402041} {"data_time": 0.012756090378388762, "eta_seconds": 32151.916066277772, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2572508815196788, "fast_rcnn/fg_cls_accuracy": 0.7181190902121135, "iteration": 62399, "loss_box_reg": 0.22439763508737087, "loss_cls": 0.17284662183374166, "loss_mask": 0.22931284829974174, "loss_rpn_cls": 0.023383821826428175, "loss_rpn_loc": 0.06950835627503693, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977914526834532, "mask_rcnn/false_negative": 0.09510175115965175, "mask_rcnn/false_positive": 0.11059105538574482, "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": 1.1736065647564828, "total_loss": 0.7261896788841113} {"data_time": 0.012068364536389709, "eta_seconds": 32131.067084311508, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2606555119465675, "fast_rcnn/fg_cls_accuracy": 0.7020786656708987, "iteration": 62419, "loss_box_reg": 0.21572944521903992, "loss_cls": 0.1682875668630004, "loss_mask": 0.2294761799275875, "loss_rpn_cls": 0.02346572291571647, "loss_rpn_loc": 0.06765322759747505, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982287497561467, "mask_rcnn/false_negative": 0.08785398652298879, "mask_rcnn/false_positive": 0.11269591265074552, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1614093761891127, "total_loss": 0.7130779012804851} {"data_time": 0.012781697325408459, "eta_seconds": 32100.536969760433, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28508615225033135, "fast_rcnn/fg_cls_accuracy": 0.685388845247447, "iteration": 62439, "loss_box_reg": 0.224950285628438, "loss_cls": 0.1783904554322362, "loss_mask": 0.23006679490208626, "loss_rpn_cls": 0.024748191761318594, "loss_rpn_loc": 0.05812806519679725, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031699414459662, "mask_rcnn/false_negative": 0.08592122774157757, "mask_rcnn/false_positive": 0.09583571543110048, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.167373462812975, "total_loss": 0.7293062034004834} {"data_time": 0.01216166466474533, "eta_seconds": 32066.28617263399, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.26572243864120937, "fast_rcnn/fg_cls_accuracy": 0.696092971776425, "iteration": 62459, "loss_box_reg": 0.21330640092492104, "loss_cls": 0.16549135278910398, "loss_mask": 0.23756084591150284, "loss_rpn_cls": 0.026736975414678454, "loss_rpn_loc": 0.062080133240669966, "lr": 1e-05, "mask_rcnn/accuracy": 0.8935152183262861, "mask_rcnn/false_negative": 0.08644268435106045, "mask_rcnn/false_positive": 0.12240860181388172, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.125979526899755, "total_loss": 0.7222850079997443} {"data_time": 0.01354559836909175, "eta_seconds": 32048.065749704838, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2668713876567718, "fast_rcnn/fg_cls_accuracy": 0.7123830773191453, "iteration": 62479, "loss_box_reg": 0.22129349038004875, "loss_cls": 0.16894530970603228, "loss_mask": 0.23134686425328255, "loss_rpn_cls": 0.024910494626965374, "loss_rpn_loc": 0.06746870093047619, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017153197783792, "mask_rcnn/false_negative": 0.08771641962816804, "mask_rcnn/false_positive": 0.10773390202973789, "roi_head/num_bg_samples": 428.875, "roi_head/num_fg_samples": 83.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1746715111657977, "total_loss": 0.716830596444197} {"data_time": 0.01134705264121294, "eta_seconds": 32028.72809371911, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2521186440677966, "fast_rcnn/fg_cls_accuracy": 0.7311685393258427, "iteration": 62499, "loss_box_reg": 0.22048216126859188, "loss_cls": 0.16688679717481136, "loss_mask": 0.22694706544280052, "loss_rpn_cls": 0.021835725288838148, "loss_rpn_loc": 0.06770071107894182, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082881780825458, "mask_rcnn/false_negative": 0.0805625660027974, "mask_rcnn/false_positive": 0.10384119244238074, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1734271235764027, "total_loss": 0.7191496117739007} {"data_time": 0.012401259271427989, "eta_seconds": 32000.56048868224, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.26795742660114796, "fast_rcnn/fg_cls_accuracy": 0.6716560328130341, "iteration": 62519, "loss_box_reg": 0.21897866483777761, "loss_cls": 0.17417363915592432, "loss_mask": 0.21971368975937366, "loss_rpn_cls": 0.02227766561554745, "loss_rpn_loc": 0.05368386779446155, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983334330662366, "mask_rcnn/false_negative": 0.08029817609516438, "mask_rcnn/false_positive": 0.11890170567333944, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1517404338810593, "total_loss": 0.7136760715220589} {"data_time": 0.012524655321612954, "eta_seconds": 31979.56753396429, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.28488505747126436, "fast_rcnn/fg_cls_accuracy": 0.6978558797524315, "iteration": 62539, "loss_box_reg": 0.2254228461533785, "loss_cls": 0.17292782198637724, "loss_mask": 0.2440526057034731, "loss_rpn_cls": 0.022622396994847804, "loss_rpn_loc": 0.06164389493642375, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993869556369556, "mask_rcnn/false_negative": 0.09928029276580737, "mask_rcnn/false_positive": 0.10816494301783795, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.160923934308812, "total_loss": 0.7270567906089127} {"data_time": 0.011419432004913688, "eta_seconds": 31953.980342410505, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2995563621697923, "fast_rcnn/fg_cls_accuracy": 0.6864791288566243, "iteration": 62559, "loss_box_reg": 0.23138307221233845, "loss_cls": 0.1728360024280846, "loss_mask": 0.24027159065008163, "loss_rpn_cls": 0.021565945353358984, "loss_rpn_loc": 0.06378517369739711, "lr": 1e-05, "mask_rcnn/accuracy": 0.8841761921114599, "mask_rcnn/false_negative": 0.10532911454328855, "mask_rcnn/false_positive": 0.1259552289467362, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1507651458960027, "total_loss": 0.7265151097963098} {"data_time": 0.012629054021090269, "eta_seconds": 31935.553611991927, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2292285961250606, "fast_rcnn/fg_cls_accuracy": 0.7437121866897147, "iteration": 62579, "loss_box_reg": 0.22236044332385063, "loss_cls": 0.16641557775437832, "loss_mask": 0.22880085930228233, "loss_rpn_cls": 0.024189313815440983, "loss_rpn_loc": 0.07097251631785184, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062308327979067, "mask_rcnn/false_negative": 0.08313493256164366, "mask_rcnn/false_positive": 0.10808737852489553, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1766322110779583, "total_loss": 0.7288741979864426} {"data_time": 0.011051635025069118, "eta_seconds": 31921.2361340411, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2674667465676465, "fast_rcnn/fg_cls_accuracy": 0.711910488340479, "iteration": 62599, "loss_box_reg": 0.20907177217304707, "loss_cls": 0.15965897124260664, "loss_mask": 0.23531198874115944, "loss_rpn_cls": 0.019830861216178164, "loss_rpn_loc": 0.06164755020290613, "lr": 1e-05, "mask_rcnn/accuracy": 0.8962922798129014, "mask_rcnn/false_negative": 0.09017131669417214, "mask_rcnn/false_positive": 0.10881329906908278, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.17460772045888, "total_loss": 0.6987102261919063} {"data_time": 0.012736192904412746, "eta_seconds": 31893.886667904444, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2642362609527741, "fast_rcnn/fg_cls_accuracy": 0.7228263125129695, "iteration": 62619, "loss_box_reg": 0.23238412104547024, "loss_cls": 0.16852501034736633, "loss_mask": 0.24289666302502155, "loss_rpn_cls": 0.022093105129897594, "loss_rpn_loc": 0.07874966401141137, "lr": 1e-05, "mask_rcnn/accuracy": 0.8937019264822716, "mask_rcnn/false_negative": 0.10114742024317772, "mask_rcnn/false_positive": 0.11243068887031632, "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": 1.1338127721101046, "total_loss": 0.7455933633027598} {"data_time": 0.011443272233009338, "eta_seconds": 31870.58945339173, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2976749852076155, "fast_rcnn/fg_cls_accuracy": 0.6963564530289728, "iteration": 62639, "loss_box_reg": 0.21005145367234945, "loss_cls": 0.16148628387600183, "loss_mask": 0.21928712725639343, "loss_rpn_cls": 0.02160563669167459, "loss_rpn_loc": 0.06509944959543645, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077520239471532, "mask_rcnn/false_negative": 0.08507837767138651, "mask_rcnn/false_positive": 0.11828679696960748, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.161895309574902, "total_loss": 0.685905278660357} {"data_time": 0.012443970190361142, "eta_seconds": 31842.379130264744, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.300453514739229, "fast_rcnn/fg_cls_accuracy": 0.6795634920634921, "iteration": 62659, "loss_box_reg": 0.2355202566832304, "loss_cls": 0.17600632086396217, "loss_mask": 0.24039896950125694, "loss_rpn_cls": 0.024826766923069954, "loss_rpn_loc": 0.06407441780902445, "lr": 1e-05, "mask_rcnn/accuracy": 0.8931994242651189, "mask_rcnn/false_negative": 0.08858030699691277, "mask_rcnn/false_positive": 0.11616031327928271, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1736873609479517, "total_loss": 0.7380716656334698} {"data_time": 0.011576690943911672, "eta_seconds": 31823.995024366304, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.24700139784461378, "fast_rcnn/fg_cls_accuracy": 0.7419811817047692, "iteration": 62679, "loss_box_reg": 0.22913956083357334, "loss_cls": 0.1693188827484846, "loss_mask": 0.23596098460257053, "loss_rpn_cls": 0.025748008396476507, "loss_rpn_loc": 0.06675702042412013, "lr": 1e-05, "mask_rcnn/accuracy": 0.890652937912325, "mask_rcnn/false_negative": 0.0970868176818153, "mask_rcnn/false_positive": 0.12460948771889852, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.1572164469398558, "total_loss": 0.7173490040004253} {"data_time": 0.012539285002276301, "eta_seconds": 31793.233564356342, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2653637212460742, "fast_rcnn/fg_cls_accuracy": 0.6954736440030558, "iteration": 62699, "loss_box_reg": 0.19831377360969782, "loss_cls": 0.14906623866409063, "loss_mask": 0.21461103297770023, "loss_rpn_cls": 0.021339744969736785, "loss_rpn_loc": 0.0580758904106915, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024118738404452, "mask_rcnn/false_negative": 0.087697607884617, "mask_rcnn/false_positive": 0.10608804672566148, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1517836365383118, "total_loss": 0.6728406270849518} {"data_time": 0.012498847441747785, "eta_seconds": 31758.390787504613, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2650330184131881, "fast_rcnn/fg_cls_accuracy": 0.7179155017834763, "iteration": 62719, "loss_box_reg": 0.22944614477455616, "loss_cls": 0.16924296040087938, "loss_mask": 0.24135216511785984, "loss_rpn_cls": 0.02306518709519878, "loss_rpn_loc": 0.0670533929951489, "lr": 1e-05, "mask_rcnn/accuracy": 0.8937464002833901, "mask_rcnn/false_negative": 0.08474736215061426, "mask_rcnn/false_positive": 0.12088549082464584, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1459214419592172, "total_loss": 0.7345383547944948} {"data_time": 0.012706679990515113, "eta_seconds": 31733.079147255048, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.24526127049180327, "fast_rcnn/fg_cls_accuracy": 0.7314036885245901, "iteration": 62739, "loss_box_reg": 0.21196834929287434, "loss_cls": 0.16281886585056782, "loss_mask": 0.22208409197628498, "loss_rpn_cls": 0.02121255753445439, "loss_rpn_loc": 0.06323057506233454, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979430277355698, "mask_rcnn/false_negative": 0.08348597453530247, "mask_rcnn/false_positive": 0.1101816291017003, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.147591767134145, "total_loss": 0.6810389352031052} {"data_time": 0.011973115848377347, "eta_seconds": 31694.711153693497, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25831035539215685, "fast_rcnn/fg_cls_accuracy": 0.7161064425770308, "iteration": 62759, "loss_box_reg": 0.24709654785692692, "loss_cls": 0.1810155063867569, "loss_mask": 0.2406305968761444, "loss_rpn_cls": 0.0201193054090254, "loss_rpn_loc": 0.05959654040634632, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038792656262895, "mask_rcnn/false_negative": 0.08078385360271165, "mask_rcnn/false_positive": 0.11518602572543074, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1504017785191536, "total_loss": 0.7481299416976981} {"data_time": 0.011357462499290705, "eta_seconds": 31677.318940702826, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30293299788135597, "fast_rcnn/fg_cls_accuracy": 0.6712239583333333, "iteration": 62779, "loss_box_reg": 0.21686274372041225, "loss_cls": 0.16767659224569798, "loss_mask": 0.23274521343410015, "loss_rpn_cls": 0.02501627942547202, "loss_rpn_loc": 0.061278171837329865, "lr": 1e-05, "mask_rcnn/accuracy": 0.900880097614267, "mask_rcnn/false_negative": 0.09218605050234469, "mask_rcnn/false_positive": 0.09960180224873516, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1675020135007799, "total_loss": 0.7008025625545997} {"data_time": 0.012444362509995699, "eta_seconds": 31658.14622528851, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.26667536956224436, "fast_rcnn/fg_cls_accuracy": 0.719433479142217, "iteration": 62799, "loss_box_reg": 0.22597995586693287, "loss_cls": 0.1669174348935485, "loss_mask": 0.2298829834908247, "loss_rpn_cls": 0.025544796022586524, "loss_rpn_loc": 0.060290677938610315, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016759776215033, "mask_rcnn/false_negative": 0.09725257169072182, "mask_rcnn/false_positive": 0.09371530223681544, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1740505194757134, "total_loss": 0.7204958700749557} {"data_time": 0.010847710305824876, "eta_seconds": 31634.059155676514, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25653157108983926, "fast_rcnn/fg_cls_accuracy": 0.7230640234772714, "iteration": 62819, "loss_box_reg": 0.23979052528738976, "loss_cls": 0.16629671957343817, "loss_mask": 0.23268270771950483, "loss_rpn_cls": 0.023794020991772413, "loss_rpn_loc": 0.05541693139821291, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060014170638877, "mask_rcnn/false_negative": 0.09548900206626698, "mask_rcnn/false_positive": 0.1127941739320143, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.173540807561949, "total_loss": 0.724375942372717} {"data_time": 0.012954300735145807, "eta_seconds": 31594.597412487492, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3021110853700915, "fast_rcnn/fg_cls_accuracy": 0.6803514724433425, "iteration": 62839, "loss_box_reg": 0.21419381722807884, "loss_cls": 0.16611292865127325, "loss_mask": 0.22723939642310143, "loss_rpn_cls": 0.02098517183912918, "loss_rpn_loc": 0.057267926633358, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946576431117874, "mask_rcnn/false_negative": 0.09559034315035014, "mask_rcnn/false_positive": 0.10285368031094244, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1641716270241886, "total_loss": 0.6980132998432964} {"data_time": 0.011362907011061907, "eta_seconds": 31559.021875294857, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2586080586080586, "fast_rcnn/fg_cls_accuracy": 0.7171428571428571, "iteration": 62859, "loss_box_reg": 0.2198601495474577, "loss_cls": 0.16636393498629332, "loss_mask": 0.23880828358232975, "loss_rpn_cls": 0.02739645866677165, "loss_rpn_loc": 0.06652096007019281, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950436649837983, "mask_rcnn/false_negative": 0.09304140076532733, "mask_rcnn/false_positive": 0.12202026304234308, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1632125915493816, "total_loss": 0.720448583131656} {"data_time": 0.012852839194238186, "eta_seconds": 31550.663743447512, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22522940509330858, "fast_rcnn/fg_cls_accuracy": 0.758695652173913, "iteration": 62879, "loss_box_reg": 0.20887518487870693, "loss_cls": 0.16495524626225233, "loss_mask": 0.231983819976449, "loss_rpn_cls": 0.02334084114409052, "loss_rpn_loc": 0.06384746124967933, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002131153601853, "mask_rcnn/false_negative": 0.09719709281440134, "mask_rcnn/false_positive": 0.09282123730990421, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1763857346959412, "total_loss": 0.7054328375379555} {"data_time": 0.012848149752244353, "eta_seconds": 31517.406758735888, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29171869603336964, "fast_rcnn/fg_cls_accuracy": 0.6899009819631045, "iteration": 62899, "loss_box_reg": 0.2108014291152358, "loss_cls": 0.16045926371589303, "loss_mask": 0.22873272374272346, "loss_rpn_cls": 0.020685725554358214, "loss_rpn_loc": 0.05883413855917752, "lr": 1e-05, "mask_rcnn/accuracy": 0.888985289547291, "mask_rcnn/false_negative": 0.09583003296808403, "mask_rcnn/false_positive": 0.11379944323297495, "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": 1.152695839293301, "total_loss": 0.692322958202567} {"data_time": 0.011679664021357894, "eta_seconds": 31489.252482792363, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2648998288533172, "fast_rcnn/fg_cls_accuracy": 0.7091444783937145, "iteration": 62919, "loss_box_reg": 0.21061758790165186, "loss_cls": 0.16304108127951622, "loss_mask": 0.227493679150939, "loss_rpn_cls": 0.022737283958122134, "loss_rpn_loc": 0.05457819835282862, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022232443754257, "mask_rcnn/false_negative": 0.09424433144569361, "mask_rcnn/false_positive": 0.10296961911386379, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1556531772948802, "total_loss": 0.6784172334155301} {"data_time": 0.011488496093079448, "eta_seconds": 31465.23743819911, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3123810743559719, "fast_rcnn/fg_cls_accuracy": 0.6596660874820579, "iteration": 62939, "loss_box_reg": 0.2003698255866766, "loss_cls": 0.16075967997312546, "loss_mask": 0.2241454478353262, "loss_rpn_cls": 0.019957623197115026, "loss_rpn_loc": 0.06682686123531312, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978431303538439, "mask_rcnn/false_negative": 0.09380581778555963, "mask_rcnn/false_positive": 0.11318812704718395, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 205.875, "rpn/num_pos_anchors": 50.125, "time": 1.153796910541132, "total_loss": 0.661256178340409} {"data_time": 0.011344149243086576, "eta_seconds": 31455.00419858843, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2764467116450003, "fast_rcnn/fg_cls_accuracy": 0.7083758433437551, "iteration": 62959, "loss_box_reg": 0.23015345074236393, "loss_cls": 0.17265662644058466, "loss_mask": 0.22778412699699402, "loss_rpn_cls": 0.025799863782594912, "loss_rpn_loc": 0.07540727313607931, "lr": 1e-05, "mask_rcnn/accuracy": 0.8970375122728048, "mask_rcnn/false_negative": 0.08750362583785729, "mask_rcnn/false_positive": 0.1092068829556318, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1688144532963634, "total_loss": 0.6967489488306455} {"data_time": 0.011423595016822219, "eta_seconds": 31431.738662938587, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.21877456344497018, "fast_rcnn/fg_cls_accuracy": 0.7632392152027496, "iteration": 62979, "loss_box_reg": 0.20526307169348001, "loss_cls": 0.14857690781354904, "loss_mask": 0.2221077885478735, "loss_rpn_cls": 0.023063830623868853, "loss_rpn_loc": 0.063213529298082, "lr": 1e-05, "mask_rcnn/accuracy": 0.908720221130633, "mask_rcnn/false_negative": 0.08196620681617228, "mask_rcnn/false_positive": 0.10228297337678188, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1529583961237222, "total_loss": 0.6564043481484987} {"data_time": 0.011849228758364916, "eta_seconds": 31421.293585561216, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.32114552114552114, "fast_rcnn/fg_cls_accuracy": 0.6595441595441596, "iteration": 62999, "loss_box_reg": 0.23256745096296072, "loss_cls": 0.1807487988844514, "loss_mask": 0.23647559061646461, "loss_rpn_cls": 0.022339010785799474, "loss_rpn_loc": 0.07457449240610003, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996231380349922, "mask_rcnn/false_negative": 0.09204902926190361, "mask_rcnn/false_positive": 0.11340414237400044, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.16896745050326, "total_loss": 0.7482749844202772} {"data_time": 0.012263423996046185, "eta_seconds": 31408.94903542474, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2750931677018634, "fast_rcnn/fg_cls_accuracy": 0.690874343048256, "iteration": 63019, "loss_box_reg": 0.23794985562562943, "loss_cls": 0.17849002592265606, "loss_mask": 0.2373894341289997, "loss_rpn_cls": 0.02437736780848354, "loss_rpn_loc": 0.06749947974458337, "lr": 1e-05, "mask_rcnn/accuracy": 0.896596190142293, "mask_rcnn/false_negative": 0.09463759975144401, "mask_rcnn/false_positive": 0.11568362798537093, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1634571480099112, "total_loss": 0.7475460377754644} {"data_time": 0.011439898516982794, "eta_seconds": 31388.016880601645, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2581529507861956, "fast_rcnn/fg_cls_accuracy": 0.7014655432664598, "iteration": 63039, "loss_box_reg": 0.21248118579387665, "loss_cls": 0.1748295733705163, "loss_mask": 0.21465777792036533, "loss_rpn_cls": 0.022194573655724525, "loss_rpn_loc": 0.06575342803262174, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036429657388578, "mask_rcnn/false_negative": 0.07962008552762045, "mask_rcnn/false_positive": 0.1030881757763614, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.171183563536033, "total_loss": 0.6789302674587816} {"data_time": 0.01190570555627346, "eta_seconds": 31357.301215608604, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2784954407294833, "fast_rcnn/fg_cls_accuracy": 0.7004813376118899, "iteration": 63059, "loss_box_reg": 0.21563201118260622, "loss_cls": 0.1704766508191824, "loss_mask": 0.22802770882844925, "loss_rpn_cls": 0.021447660343255848, "loss_rpn_loc": 0.07557454518973827, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987531911358178, "mask_rcnn/false_negative": 0.09294271536985721, "mask_rcnn/false_positive": 0.1067167820048428, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1558120839763433, "total_loss": 0.7135911852819845} {"data_time": 0.010526551632210612, "eta_seconds": 31330.415398115292, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2256255262841333, "fast_rcnn/fg_cls_accuracy": 0.7502723311546841, "iteration": 63079, "loss_box_reg": 0.19336329866200686, "loss_cls": 0.1514931647107005, "loss_mask": 0.2167127262800932, "loss_rpn_cls": 0.020371621300000697, "loss_rpn_loc": 0.04765727207995951, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085933505317378, "mask_rcnn/false_negative": 0.07732769595888953, "mask_rcnn/false_positive": 0.10100746738792835, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1585460295900702, "total_loss": 0.6205238844850101} {"data_time": 0.010586963733658195, "eta_seconds": 31315.816495660692, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2691609864089952, "fast_rcnn/fg_cls_accuracy": 0.7030185257157663, "iteration": 63099, "loss_box_reg": 0.2263890616595745, "loss_cls": 0.1609465815126896, "loss_mask": 0.24076846055686474, "loss_rpn_cls": 0.025694091455079615, "loss_rpn_loc": 0.06817953824065626, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965020581291689, "mask_rcnn/false_negative": 0.0890980014513485, "mask_rcnn/false_positive": 0.11451917960510063, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.17932972102426, "total_loss": 0.712138746981509} {"data_time": 0.01239824085496366, "eta_seconds": 31283.86203199625, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2575066058131156, "fast_rcnn/fg_cls_accuracy": 0.7156953438174529, "iteration": 63119, "loss_box_reg": 0.22309528663754463, "loss_cls": 0.166862522251904, "loss_mask": 0.2326779905706644, "loss_rpn_cls": 0.02508922794368118, "loss_rpn_loc": 0.05994675657711923, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000289854416944, "mask_rcnn/false_negative": 0.09318123470528061, "mask_rcnn/false_positive": 0.1042119651564142, "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": 1.1522429019678384, "total_loss": 0.690499008866027} {"data_time": 0.011370214633643627, "eta_seconds": 31266.911305459216, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.2653261612021858, "fast_rcnn/fg_cls_accuracy": 0.710272201946472, "iteration": 63139, "loss_box_reg": 0.23338023386895657, "loss_cls": 0.1856274213641882, "loss_mask": 0.22517339512705803, "loss_rpn_cls": 0.02658544253790751, "loss_rpn_loc": 0.06767469318583608, "lr": 1e-05, "mask_rcnn/accuracy": 0.894273944940974, "mask_rcnn/false_negative": 0.091307019582829, "mask_rcnn/false_positive": 0.11433717521165093, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1717492118477821, "total_loss": 0.7501272448571399} {"data_time": 0.011286050081253052, "eta_seconds": 31247.209839168936, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.24849302744039586, "fast_rcnn/fg_cls_accuracy": 0.7083456304312182, "iteration": 63159, "loss_box_reg": 0.24464692175388336, "loss_cls": 0.17950361035764217, "loss_mask": 0.24324088729918003, "loss_rpn_cls": 0.025743090780451894, "loss_rpn_loc": 0.07743321033194661, "lr": 1e-05, "mask_rcnn/accuracy": 0.903280812097979, "mask_rcnn/false_negative": 0.0938721797879955, "mask_rcnn/false_positive": 0.11273112240783581, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1681210920214653, "total_loss": 0.7732965147588402} {"data_time": 0.01121049327775836, "eta_seconds": 31227.95189361088, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.28306334568335273, "fast_rcnn/fg_cls_accuracy": 0.715318531339301, "iteration": 63179, "loss_box_reg": 0.22353537939488888, "loss_cls": 0.1693725623190403, "loss_mask": 0.23599854111671448, "loss_rpn_cls": 0.0206022932252381, "loss_rpn_loc": 0.05778174416627735, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092688074505293, "mask_rcnn/false_negative": 0.08412026124189448, "mask_rcnn/false_positive": 0.10624744424870394, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.168155835941434, "total_loss": 0.7017619399994146} {"data_time": 0.011605448555201292, "eta_seconds": 31202.377484366298, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.24238187078109932, "fast_rcnn/fg_cls_accuracy": 0.7385004821600771, "iteration": 63199, "loss_box_reg": 0.22396733378991485, "loss_cls": 0.16883729491382837, "loss_mask": 0.23597226105630398, "loss_rpn_cls": 0.023190449341200292, "loss_rpn_loc": 0.06129795592278242, "lr": 1e-05, "mask_rcnn/accuracy": 0.903772076913261, "mask_rcnn/false_negative": 0.08105030495087101, "mask_rcnn/false_positive": 0.11095791210926358, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1557637113146484, "total_loss": 0.727720154216513} {"data_time": 0.011417177971452475, "eta_seconds": 31171.066316035576, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26288843909989285, "fast_rcnn/fg_cls_accuracy": 0.7316872947714069, "iteration": 63219, "loss_box_reg": 0.2214648500084877, "loss_cls": 0.1736809746362269, "loss_mask": 0.21644727140665054, "loss_rpn_cls": 0.02323667987366207, "loss_rpn_loc": 0.05968587123788893, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965579207557043, "mask_rcnn/false_negative": 0.09359344013767124, "mask_rcnn/false_positive": 0.10975940296399131, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1594930484425277, "total_loss": 0.705838926944125} {"data_time": 0.011489649768918753, "eta_seconds": 31144.201933639124, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2682132264781978, "fast_rcnn/fg_cls_accuracy": 0.6961702225070965, "iteration": 63239, "loss_box_reg": 0.2141907997429371, "loss_cls": 0.17016110569238663, "loss_mask": 0.22208729200065136, "loss_rpn_cls": 0.02118425234220922, "loss_rpn_loc": 0.061040669213980436, "lr": 1e-05, "mask_rcnn/accuracy": 0.909556123662403, "mask_rcnn/false_negative": 0.08248869399545661, "mask_rcnn/false_positive": 0.10057076456325, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1607263525947928, "total_loss": 0.6921740779653192} {"data_time": 0.011323635699227452, "eta_seconds": 31115.228628423065, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2674238464984321, "fast_rcnn/fg_cls_accuracy": 0.6927583945104568, "iteration": 63259, "loss_box_reg": 0.22736889589577913, "loss_cls": 0.17562407534569502, "loss_mask": 0.22815149277448654, "loss_rpn_cls": 0.022923503478523344, "loss_rpn_loc": 0.0639235875569284, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050344937246856, "mask_rcnn/false_negative": 0.08488203255053367, "mask_rcnn/false_positive": 0.1025735721829741, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.159930154448375, "total_loss": 0.7166138360626064} {"data_time": 0.012813974870368838, "eta_seconds": 31099.403739608824, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2640593398393779, "fast_rcnn/fg_cls_accuracy": 0.7108712819162937, "iteration": 63279, "loss_box_reg": 0.21081751072779298, "loss_cls": 0.15939336363226175, "loss_mask": 0.21419951878488064, "loss_rpn_cls": 0.021448409097502008, "loss_rpn_loc": 0.05980960465967655, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990833229375694, "mask_rcnn/false_negative": 0.07961054720810136, "mask_rcnn/false_positive": 0.1114269200080682, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1681734202429652, "total_loss": 0.6673665832204279} {"data_time": 0.011468543903902173, "eta_seconds": 31074.85500583425, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24420099240748488, "fast_rcnn/fg_cls_accuracy": 0.7502955916791896, "iteration": 63299, "loss_box_reg": 0.23065308388322592, "loss_cls": 0.1777016913983971, "loss_mask": 0.23495863005518913, "loss_rpn_cls": 0.02197028324007988, "loss_rpn_loc": 0.06198490457609296, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019894609755105, "mask_rcnn/false_negative": 0.08875359807682073, "mask_rcnn/false_positive": 0.10168642436386488, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1650894021149725, "total_loss": 0.7230021103896433} {"data_time": 0.010825380682945251, "eta_seconds": 31052.847745986655, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2703963414634146, "fast_rcnn/fg_cls_accuracy": 0.6938948362720403, "iteration": 63319, "loss_box_reg": 0.21195296198129654, "loss_cls": 0.17501879204064608, "loss_mask": 0.22399439103901386, "loss_rpn_cls": 0.025840255082584918, "loss_rpn_loc": 0.05692322552204132, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021004366556763, "mask_rcnn/false_negative": 0.09743123717210972, "mask_rcnn/false_positive": 0.10295770901464997, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1666813818737864, "total_loss": 0.6908219992183149} {"data_time": 0.011775783263146877, "eta_seconds": 31028.30091593787, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2779144572365802, "fast_rcnn/fg_cls_accuracy": 0.6998173870531734, "iteration": 63339, "loss_box_reg": 0.22802774235606194, "loss_cls": 0.1633078632876277, "loss_mask": 0.233782809227705, "loss_rpn_cls": 0.02257139701396227, "loss_rpn_loc": 0.061945845605805516, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002170207595914, "mask_rcnn/false_negative": 0.0862308069221899, "mask_rcnn/false_positive": 0.11886227488246279, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1655801814049482, "total_loss": 0.7128545508021489} {"data_time": 0.012706037145107985, "eta_seconds": 31004.077861569822, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23628245370708323, "fast_rcnn/fg_cls_accuracy": 0.7300627240143369, "iteration": 63359, "loss_box_reg": 0.2357400804758072, "loss_cls": 0.20031756162643433, "loss_mask": 0.2303646355867386, "loss_rpn_cls": 0.029023105278611183, "loss_rpn_loc": 0.08388271112926304, "lr": 1e-05, "mask_rcnn/accuracy": 0.897962139401215, "mask_rcnn/false_negative": 0.087723297351566, "mask_rcnn/false_positive": 0.10946837274067084, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 1.1504453101661056, "total_loss": 0.7941649033455178} {"data_time": 0.011977621354162693, "eta_seconds": 30983.013755553402, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.2840035439709623, "fast_rcnn/fg_cls_accuracy": 0.6817681465973107, "iteration": 63379, "loss_box_reg": 0.2281734962016344, "loss_cls": 0.17342281062155962, "loss_mask": 0.2271290048956871, "loss_rpn_cls": 0.02492321451427415, "loss_rpn_loc": 0.06365487771108747, "lr": 1e-05, "mask_rcnn/accuracy": 0.9014247923103034, "mask_rcnn/false_negative": 0.08974507590382275, "mask_rcnn/false_positive": 0.11040562407300383, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.173832401400432, "total_loss": 0.7221505302586593} {"data_time": 0.012295736465603113, "eta_seconds": 30966.569471545517, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2862921918806155, "fast_rcnn/fg_cls_accuracy": 0.7021118327950941, "iteration": 63399, "loss_box_reg": 0.2265003826469183, "loss_cls": 0.17177925445139408, "loss_mask": 0.23497831635177135, "loss_rpn_cls": 0.025845158495940268, "loss_rpn_loc": 0.061216800939291716, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000762676204502, "mask_rcnn/false_negative": 0.08957892398527248, "mask_rcnn/false_positive": 0.10252737854217198, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1884691545274109, "total_loss": 0.7343443485442549} {"data_time": 0.011441680369898677, "eta_seconds": 30954.52090627514, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2334174022698613, "fast_rcnn/fg_cls_accuracy": 0.7474975540001505, "iteration": 63419, "loss_box_reg": 0.23302883189171553, "loss_cls": 0.17482285387814045, "loss_mask": 0.2319984119385481, "loss_rpn_cls": 0.022165686707012355, "loss_rpn_loc": 0.0644166599959135, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982046046542952, "mask_rcnn/false_negative": 0.08450790427035185, "mask_rcnn/false_positive": 0.1289637983167464, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1760153626091778, "total_loss": 0.7221198683837429} {"data_time": 0.012314041377976537, "eta_seconds": 30932.904775068164, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.26103262225548907, "fast_rcnn/fg_cls_accuracy": 0.694961639221557, "iteration": 63439, "loss_box_reg": 0.20181896910071373, "loss_cls": 0.15549231367185712, "loss_mask": 0.23176477663218975, "loss_rpn_cls": 0.02246124076191336, "loss_rpn_loc": 0.06519205984659493, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992223626152045, "mask_rcnn/false_negative": 0.0842443402925114, "mask_rcnn/false_positive": 0.10836503081261765, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.1703005325980484, "total_loss": 0.6895891028107144} {"data_time": 0.012676138430833817, "eta_seconds": 30910.591051536612, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.25584410064603874, "fast_rcnn/fg_cls_accuracy": 0.733912784767086, "iteration": 63459, "loss_box_reg": 0.2183557078242302, "loss_cls": 0.16585118789225817, "loss_mask": 0.22637359984219074, "loss_rpn_cls": 0.019785546784987673, "loss_rpn_loc": 0.06273907492868602, "lr": 1e-05, "mask_rcnn/accuracy": 0.900190140382582, "mask_rcnn/false_negative": 0.10202055042305619, "mask_rcnn/false_positive": 0.09781288678674077, "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": 1.1550665870308876, "total_loss": 0.7023803099000361} {"data_time": 0.011694381013512611, "eta_seconds": 30886.31907510571, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.28483621709553386, "fast_rcnn/fg_cls_accuracy": 0.6975890379278447, "iteration": 63479, "loss_box_reg": 0.23823564872145653, "loss_cls": 0.1804675506427884, "loss_mask": 0.23763799667358398, "loss_rpn_cls": 0.02521014481317252, "loss_rpn_loc": 0.05956152908038348, "lr": 1e-05, "mask_rcnn/accuracy": 0.8945377228695166, "mask_rcnn/false_negative": 0.09162318086133217, "mask_rcnn/false_positive": 0.1216233158907857, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.169460830045864, "total_loss": 0.7562473071739078} {"data_time": 0.011298637604340911, "eta_seconds": 30866.65668489877, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2981847335034292, "fast_rcnn/fg_cls_accuracy": 0.6705182072829132, "iteration": 63499, "loss_box_reg": 0.22106662578880787, "loss_cls": 0.18090344220399857, "loss_mask": 0.22404555045068264, "loss_rpn_cls": 0.02112995064817369, "loss_rpn_loc": 0.06461998587474227, "lr": 1e-05, "mask_rcnn/accuracy": 0.8873611818775876, "mask_rcnn/false_negative": 0.09679219500964517, "mask_rcnn/false_positive": 0.12915406797214934, "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": 1.1758687964174896, "total_loss": 0.700604572717566} {"data_time": 0.010957027319818735, "eta_seconds": 30860.66238321364, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2765135135135135, "fast_rcnn/fg_cls_accuracy": 0.7112820512820512, "iteration": 63519, "loss_box_reg": 0.2358804401010275, "loss_cls": 0.17035230435431004, "loss_mask": 0.23010513372719288, "loss_rpn_cls": 0.02678462234325707, "loss_rpn_loc": 0.057904779678210616, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966631532852662, "mask_rcnn/false_negative": 0.09342576981524581, "mask_rcnn/false_positive": 0.08876236326052715, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1747830726671964, "total_loss": 0.7353578064357862} {"data_time": 0.010714775184169412, "eta_seconds": 30824.370028395206, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2989200466343499, "fast_rcnn/fg_cls_accuracy": 0.6813555467106385, "iteration": 63539, "loss_box_reg": 0.22028986550867558, "loss_cls": 0.1687954654917121, "loss_mask": 0.2293392326682806, "loss_rpn_cls": 0.022242677572648972, "loss_rpn_loc": 0.0679351557046175, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968246740819117, "mask_rcnn/false_negative": 0.08606897904193331, "mask_rcnn/false_positive": 0.11180331569034449, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1465240309480578, "total_loss": 0.7176433752174489} {"data_time": 0.011864717351272702, "eta_seconds": 30798.067097794265, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24193279239064686, "fast_rcnn/fg_cls_accuracy": 0.7377608033132765, "iteration": 63559, "loss_box_reg": 0.20760305598378181, "loss_cls": 0.15957574406638741, "loss_mask": 0.22863686829805374, "loss_rpn_cls": 0.022973272076342255, "loss_rpn_loc": 0.05079699802445248, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075873986580933, "mask_rcnn/false_negative": 0.0749603594833608, "mask_rcnn/false_positive": 0.10093093156150111, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1541771334595978, "total_loss": 0.6660447305766866} {"data_time": 0.012214818969368935, "eta_seconds": 30768.1881995406, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.272218138541776, "fast_rcnn/fg_cls_accuracy": 0.7153983088562528, "iteration": 63579, "loss_box_reg": 0.21554705873131752, "loss_cls": 0.1685454798862338, "loss_mask": 0.23598054982721806, "loss_rpn_cls": 0.02199862850829959, "loss_rpn_loc": 0.061983478954061866, "lr": 1e-05, "mask_rcnn/accuracy": 0.899999751256096, "mask_rcnn/false_negative": 0.10217731043335432, "mask_rcnn/false_positive": 0.10968235687098682, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.157147242454812, "total_loss": 0.718513727071695} {"data_time": 0.01186698628589511, "eta_seconds": 30744.896611198783, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28059996111916974, "fast_rcnn/fg_cls_accuracy": 0.7050862934891791, "iteration": 63599, "loss_box_reg": 0.22184277325868607, "loss_cls": 0.16537885554134846, "loss_mask": 0.23180459439754486, "loss_rpn_cls": 0.02390128350816667, "loss_rpn_loc": 0.06669999565929174, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054175179513627, "mask_rcnn/false_negative": 0.08548471698053184, "mask_rcnn/false_positive": 0.09374038446722936, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1717243301682174, "total_loss": 0.7255542997154407} {"data_time": 0.01251367968507111, "eta_seconds": 30723.26912523713, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2851351351351351, "fast_rcnn/fg_cls_accuracy": 0.6798209522728562, "iteration": 63619, "loss_box_reg": 0.20669640973210335, "loss_cls": 0.15253172628581524, "loss_mask": 0.22233703546226025, "loss_rpn_cls": 0.017314574390184134, "loss_rpn_loc": 0.05656308738980442, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056186450261188, "mask_rcnn/false_negative": 0.08686346757835109, "mask_rcnn/false_positive": 0.09685913957224575, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1578974458388984, "total_loss": 0.6576737346476875} {"data_time": 0.011888284469023347, "eta_seconds": 30699.976275255904, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.27860648603917876, "fast_rcnn/fg_cls_accuracy": 0.7132574298392045, "iteration": 63639, "loss_box_reg": 0.22101540677249432, "loss_cls": 0.17155988840386271, "loss_mask": 0.23743286915123463, "loss_rpn_cls": 0.020180533174425364, "loss_rpn_loc": 0.06205772631801665, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088844567526819, "mask_rcnn/false_negative": 0.08731131079333201, "mask_rcnn/false_positive": 0.09958697540981105, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1491828169673681, "total_loss": 0.7231195704516722} {"data_time": 0.01156426640227437, "eta_seconds": 30675.02184617333, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.272648633356546, "fast_rcnn/fg_cls_accuracy": 0.7180977100893535, "iteration": 63659, "loss_box_reg": 0.221610801294446, "loss_cls": 0.16505004651844501, "loss_mask": 0.22728924825787544, "loss_rpn_cls": 0.026040747296065092, "loss_rpn_loc": 0.0637710636947304, "lr": 1e-05, "mask_rcnn/accuracy": 0.8953422167184724, "mask_rcnn/false_negative": 0.09580726655218094, "mask_rcnn/false_positive": 0.10748689804656258, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1692957074847072, "total_loss": 0.6986806779750623} {"data_time": 0.011951677966862917, "eta_seconds": 30653.39057529345, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24526284102791596, "fast_rcnn/fg_cls_accuracy": 0.7163437655240934, "iteration": 63679, "loss_box_reg": 0.21534660458564758, "loss_cls": 0.16865078825503588, "loss_mask": 0.21979140676558018, "loss_rpn_cls": 0.02051630907226354, "loss_rpn_loc": 0.06071163504384458, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086811445738784, "mask_rcnn/false_negative": 0.08521362948330016, "mask_rcnn/false_positive": 0.11248284028577482, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1622145425062627, "total_loss": 0.7054024054668844} {"data_time": 0.012990707531571388, "eta_seconds": 30628.438669489697, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2797317436661699, "fast_rcnn/fg_cls_accuracy": 0.7113095238095238, "iteration": 63699, "loss_box_reg": 0.21363703161478043, "loss_cls": 0.1783345453441143, "loss_mask": 0.23610033467411995, "loss_rpn_cls": 0.026639307150617242, "loss_rpn_loc": 0.05561301310081035, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050408968826504, "mask_rcnn/false_negative": 0.08582249298751837, "mask_rcnn/false_positive": 0.111115826767892, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1601822555530816, "total_loss": 0.7315859594382346} {"data_time": 0.012751710135489702, "eta_seconds": 30606.804875331, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.29118735231936327, "fast_rcnn/fg_cls_accuracy": 0.701077519379845, "iteration": 63719, "loss_box_reg": 0.24256556574255228, "loss_cls": 0.18459643609821796, "loss_mask": 0.2434175256639719, "loss_rpn_cls": 0.025816293666139245, "loss_rpn_loc": 0.06419007247313857, "lr": 1e-05, "mask_rcnn/accuracy": 0.8930946140832571, "mask_rcnn/false_negative": 0.09950579277297858, "mask_rcnn/false_positive": 0.12068836095227659, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1593184685334563, "total_loss": 0.757891821267549} {"data_time": 0.01309618097729981, "eta_seconds": 30587.109605488367, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2654347826086957, "fast_rcnn/fg_cls_accuracy": 0.7076149425287357, "iteration": 63739, "loss_box_reg": 0.2083919756114483, "loss_cls": 0.16244968678802252, "loss_mask": 0.2326007280498743, "loss_rpn_cls": 0.024506020359694958, "loss_rpn_loc": 0.06430501770228148, "lr": 1e-05, "mask_rcnn/accuracy": 0.8942725559353296, "mask_rcnn/false_negative": 0.09487615131958935, "mask_rcnn/false_positive": 0.11880445329584252, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1626003202982247, "total_loss": 0.708045172796119} {"data_time": 0.011751333950087428, "eta_seconds": 30568.994319736958, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2739060402684564, "fast_rcnn/fg_cls_accuracy": 0.6914149888143177, "iteration": 63759, "loss_box_reg": 0.2360373344272375, "loss_cls": 0.17949051596224308, "loss_mask": 0.2348062116652727, "loss_rpn_cls": 0.02482736122328788, "loss_rpn_loc": 0.07229342428036034, "lr": 1e-05, "mask_rcnn/accuracy": 0.895733346339664, "mask_rcnn/false_negative": 0.10158604631339777, "mask_rcnn/false_positive": 0.1077448194964208, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1667341124266386, "total_loss": 0.7702598439063877} {"data_time": 0.012224809266626835, "eta_seconds": 30547.567465282045, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.28804422705979604, "fast_rcnn/fg_cls_accuracy": 0.6709482401656315, "iteration": 63779, "loss_box_reg": 0.23930527176707983, "loss_cls": 0.18481503799557686, "loss_mask": 0.2427994217723608, "loss_rpn_cls": 0.01981291829724796, "loss_rpn_loc": 0.06588026450481266, "lr": 1e-05, "mask_rcnn/accuracy": 0.8981286294112996, "mask_rcnn/false_negative": 0.09473714390678549, "mask_rcnn/false_positive": 0.11690840188371976, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1788336110766977, "total_loss": 0.7494384903693572} {"data_time": 0.013389422558248043, "eta_seconds": 30524.266498489305, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2533182123655914, "fast_rcnn/fg_cls_accuracy": 0.6847098214285714, "iteration": 63799, "loss_box_reg": 0.22553313337266445, "loss_cls": 0.1714211395010352, "loss_mask": 0.22656967118382454, "loss_rpn_cls": 0.022718225955031812, "loss_rpn_loc": 0.062409044709056616, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999090503801662, "mask_rcnn/false_negative": 0.08720644911803285, "mask_rcnn/false_positive": 0.11553787961748503, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1720587038435042, "total_loss": 0.6967276989016682} {"data_time": 0.01282379636541009, "eta_seconds": 30491.795933637768, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2166015875048009, "fast_rcnn/fg_cls_accuracy": 0.7448851181294146, "iteration": 63819, "loss_box_reg": 0.20934055000543594, "loss_cls": 0.16254795528948307, "loss_mask": 0.2240449395030737, "loss_rpn_cls": 0.02318473340710625, "loss_rpn_loc": 0.06650915974751115, "lr": 1e-05, "mask_rcnn/accuracy": 0.910414416519723, "mask_rcnn/false_negative": 0.084832283293653, "mask_rcnn/false_positive": 0.09003141967968664, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1523814219981432, "total_loss": 0.6933719136868604} {"data_time": 0.012048475677147508, "eta_seconds": 30471.9151012972, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24942887950728293, "fast_rcnn/fg_cls_accuracy": 0.7396151708808003, "iteration": 63839, "loss_box_reg": 0.21373529732227325, "loss_cls": 0.1614792060572654, "loss_mask": 0.22985423915088177, "loss_rpn_cls": 0.024532030220143497, "loss_rpn_loc": 0.05785726057365537, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005270803496838, "mask_rcnn/false_negative": 0.07989099508411884, "mask_rcnn/false_positive": 0.11477693989909009, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1728086974471807, "total_loss": 0.6851402414031327} {"data_time": 0.012326929485425353, "eta_seconds": 30448.559853131883, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24343357620427414, "fast_rcnn/fg_cls_accuracy": 0.726078667469396, "iteration": 63859, "loss_box_reg": 0.21449147257953882, "loss_cls": 0.15218291245400906, "loss_mask": 0.22013718076050282, "loss_rpn_cls": 0.01990229048533365, "loss_rpn_loc": 0.05586249893531203, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020796278070051, "mask_rcnn/false_negative": 0.07828501931872947, "mask_rcnn/false_positive": 0.11707333750180529, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1550950652454048, "total_loss": 0.6587068902445026} {"data_time": 0.01221634610556066, "eta_seconds": 30413.51407216862, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.23524232719193544, "fast_rcnn/fg_cls_accuracy": 0.7443126085774726, "iteration": 63879, "loss_box_reg": 0.22426707111299038, "loss_cls": 0.174998770467937, "loss_mask": 0.23649117164313793, "loss_rpn_cls": 0.024538711568311555, "loss_rpn_loc": 0.07787042809650302, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057863345899468, "mask_rcnn/false_negative": 0.08477804220219157, "mask_rcnn/false_positive": 0.10673624048941407, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.15596484974958, "total_loss": 0.7184739591320977} {"data_time": 0.012816162081435323, "eta_seconds": 30393.307076697238, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2719527038775865, "fast_rcnn/fg_cls_accuracy": 0.7201979995917533, "iteration": 63899, "loss_box_reg": 0.2257902454584837, "loss_cls": 0.16432577930390835, "loss_mask": 0.23095835745334625, "loss_rpn_cls": 0.02567661483772099, "loss_rpn_loc": 0.05958292819559574, "lr": 1e-05, "mask_rcnn/accuracy": 0.8898941118787977, "mask_rcnn/false_negative": 0.09558248996785064, "mask_rcnn/false_positive": 0.11750139730806711, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1620451505295932, "total_loss": 0.6790734391834121} {"data_time": 0.011006055399775505, "eta_seconds": 30366.93901233375, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.26174708293913596, "fast_rcnn/fg_cls_accuracy": 0.7099764521193093, "iteration": 63919, "loss_box_reg": 0.21863336116075516, "loss_cls": 0.15837609115988016, "loss_mask": 0.2377119492739439, "loss_rpn_cls": 0.023541680769994855, "loss_rpn_loc": 0.0600461105350405, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977438099012778, "mask_rcnn/false_negative": 0.09288963279684119, "mask_rcnn/false_positive": 0.11315299639051715, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1628600123804063, "total_loss": 0.6979339825338684} {"data_time": 0.010933891637250781, "eta_seconds": 30369.502707789652, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.30841581779742455, "fast_rcnn/fg_cls_accuracy": 0.6667048165192877, "iteration": 63939, "loss_box_reg": 0.20599683094769716, "loss_cls": 0.17135950550436974, "loss_mask": 0.2219341229647398, "loss_rpn_cls": 0.019304412184283137, "loss_rpn_loc": 0.05376938218250871, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002895740117598, "mask_rcnn/false_negative": 0.08589953700130226, "mask_rcnn/false_positive": 0.09830113970858559, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.177828145911917, "total_loss": 0.6832093932898715} {"data_time": 0.012586341705173254, "eta_seconds": 30330.920382114127, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.28513096682847894, "fast_rcnn/fg_cls_accuracy": 0.6850283247909361, "iteration": 63959, "loss_box_reg": 0.22172873374074697, "loss_cls": 0.18762035854160786, "loss_mask": 0.23498337343335152, "loss_rpn_cls": 0.02519871899858117, "loss_rpn_loc": 0.06510746851563454, "lr": 1e-05, "mask_rcnn/accuracy": 0.8970331534434288, "mask_rcnn/false_negative": 0.08193122925386068, "mask_rcnn/false_positive": 0.1286502003968542, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1246280996128917, "total_loss": 0.7254534562816843} {"data_time": 0.0122547741048038, "eta_seconds": 30312.69939784892, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.31570655727959096, "fast_rcnn/fg_cls_accuracy": 0.6557519057519058, "iteration": 63979, "loss_box_reg": 0.1922659957781434, "loss_cls": 0.15894061885774136, "loss_mask": 0.2101245727390051, "loss_rpn_cls": 0.019298048631753772, "loss_rpn_loc": 0.056274101603776217, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032922615511901, "mask_rcnn/false_negative": 0.09419767559252493, "mask_rcnn/false_positive": 0.09761155610862857, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1664422457106411, "total_loss": 0.6401381550604128} {"data_time": 0.012039633700624108, "eta_seconds": 30289.39985949546, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.262083678278036, "fast_rcnn/fg_cls_accuracy": 0.7215091594563781, "iteration": 63999, "loss_box_reg": 0.20552632305771112, "loss_cls": 0.16538951732218266, "loss_mask": 0.2319416143000126, "loss_rpn_cls": 0.02043798624072224, "loss_rpn_loc": 0.060810398077592254, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036219872414928, "mask_rcnn/false_negative": 0.08538714484566597, "mask_rcnn/false_positive": 0.10572293644852267, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.170456396881491, "total_loss": 0.7066862070350908} {"data_time": 0.011265762615948915, "eta_seconds": 30271.974682803266, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29989172080626353, "fast_rcnn/fg_cls_accuracy": 0.6871147759453606, "iteration": 64019, "loss_box_reg": 0.21508225984871387, "loss_cls": 0.1672768951393664, "loss_mask": 0.2171084564179182, "loss_rpn_cls": 0.01959318481385708, "loss_rpn_loc": 0.06556102982722223, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064380431870174, "mask_rcnn/false_negative": 0.07757645211569258, "mask_rcnn/false_positive": 0.10355647367721242, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1725762540008873, "total_loss": 0.7365237832709681} {"data_time": 0.011247006710618734, "eta_seconds": 30242.800782788545, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.28712746068404266, "fast_rcnn/fg_cls_accuracy": 0.7036840972420172, "iteration": 64039, "loss_box_reg": 0.21147383749485016, "loss_cls": 0.16778503637760878, "loss_mask": 0.22782565280795097, "loss_rpn_cls": 0.01881068351212889, "loss_rpn_loc": 0.06672721914947033, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017740517134982, "mask_rcnn/false_negative": 0.08338806714163988, "mask_rcnn/false_positive": 0.12559872847955725, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1630146619863808, "total_loss": 0.681943250936456} {"data_time": 0.011527476366609335, "eta_seconds": 30219.501244435087, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2925968474762215, "fast_rcnn/fg_cls_accuracy": 0.6993769470404985, "iteration": 64059, "loss_box_reg": 0.2075527673587203, "loss_cls": 0.1635024668648839, "loss_mask": 0.23227503523230553, "loss_rpn_cls": 0.022509879418066703, "loss_rpn_loc": 0.0593175976537168, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091305402337362, "mask_rcnn/false_negative": 0.08407081482310877, "mask_rcnn/false_positive": 0.11862129054394051, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1601248206570745, "total_loss": 0.7109957484062761} {"data_time": 0.012416336685419083, "eta_seconds": 30207.770394086838, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26656522124308857, "fast_rcnn/fg_cls_accuracy": 0.7117487222617584, "iteration": 64079, "loss_box_reg": 0.2258214857429266, "loss_cls": 0.16916186176240444, "loss_mask": 0.24061479419469833, "loss_rpn_cls": 0.02389995544217527, "loss_rpn_loc": 0.07607035874389112, "lr": 1e-05, "mask_rcnn/accuracy": 0.8991248538572593, "mask_rcnn/false_negative": 0.09285231488180098, "mask_rcnn/false_positive": 0.10700328461120062, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1689564501866698, "total_loss": 0.7073608082137071} {"data_time": 0.011313886614516377, "eta_seconds": 30172.90216772817, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2980481437634702, "fast_rcnn/fg_cls_accuracy": 0.6926416086382231, "iteration": 64099, "loss_box_reg": 0.21300228126347065, "loss_cls": 0.17100181058049202, "loss_mask": 0.22431885451078415, "loss_rpn_cls": 0.021499121969100088, "loss_rpn_loc": 0.06332961190491915, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998773930412851, "mask_rcnn/false_negative": 0.088628816700967, "mask_rcnn/false_positive": 0.10764824142759938, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.1581344304140657, "total_loss": 0.7099318089603912} {"data_time": 0.011726615484803915, "eta_seconds": 30155.533038871363, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2996974684718101, "fast_rcnn/fg_cls_accuracy": 0.6825737203264095, "iteration": 64119, "loss_box_reg": 0.22941896133124828, "loss_cls": 0.17249105218797922, "loss_mask": 0.23153728805482388, "loss_rpn_cls": 0.024990329577121884, "loss_rpn_loc": 0.06755988392978907, "lr": 1e-05, "mask_rcnn/accuracy": 0.8985255125401809, "mask_rcnn/false_negative": 0.0905248138787701, "mask_rcnn/false_positive": 0.11439207813003183, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.165243095252663, "total_loss": 0.6913810879923403} {"data_time": 0.011358031770214438, "eta_seconds": 30121.259642145596, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2548375319459657, "fast_rcnn/fg_cls_accuracy": 0.7210831721470019, "iteration": 64139, "loss_box_reg": 0.22440331615507603, "loss_cls": 0.16991365794092417, "loss_mask": 0.2412643376737833, "loss_rpn_cls": 0.023510157014243305, "loss_rpn_loc": 0.06341917859390378, "lr": 1e-05, "mask_rcnn/accuracy": 0.893591931043417, "mask_rcnn/false_negative": 0.08517078199878902, "mask_rcnn/false_positive": 0.11160732881174913, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1518839108757675, "total_loss": 0.7297607979271561} {"data_time": 0.011392303975299, "eta_seconds": 30090.538500454277, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32926850023827353, "fast_rcnn/fg_cls_accuracy": 0.6447321856069279, "iteration": 64159, "loss_box_reg": 0.21682183165103197, "loss_cls": 0.16571082174777985, "loss_mask": 0.22979137860238552, "loss_rpn_cls": 0.020816452451981604, "loss_rpn_loc": 0.06674040073994547, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013910041719672, "mask_rcnn/false_negative": 0.0961397139036495, "mask_rcnn/false_positive": 0.10980144426305755, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.164294462883845, "total_loss": 0.6840334206644911} {"data_time": 0.012506007449701428, "eta_seconds": 30062.66857600771, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2944405917706888, "fast_rcnn/fg_cls_accuracy": 0.6845967216995088, "iteration": 64179, "loss_box_reg": 0.2231465019285679, "loss_cls": 0.16648960672318935, "loss_mask": 0.2363300584256649, "loss_rpn_cls": 0.0251051876693964, "loss_rpn_loc": 0.0668958171736449, "lr": 1e-05, "mask_rcnn/accuracy": 0.8963808230938655, "mask_rcnn/false_negative": 0.08801531062871226, "mask_rcnn/false_positive": 0.11459730001750582, "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": 1.1656886795535684, "total_loss": 0.7310633310116827} {"data_time": 0.012413436081260443, "eta_seconds": 30043.95871949382, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2792962555271553, "fast_rcnn/fg_cls_accuracy": 0.7139326948711113, "iteration": 64199, "loss_box_reg": 0.22946486435830593, "loss_cls": 0.17068637069314718, "loss_mask": 0.2310718260705471, "loss_rpn_cls": 0.02271924784872681, "loss_rpn_loc": 0.07072268892079592, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975703610071611, "mask_rcnn/false_negative": 0.08997840561816986, "mask_rcnn/false_positive": 0.11042542800656278, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1599096721038222, "total_loss": 0.7364772406872362} {"data_time": 0.011393909575417638, "eta_seconds": 30024.51794137247, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2751822878941523, "fast_rcnn/fg_cls_accuracy": 0.7131248381248381, "iteration": 64219, "loss_box_reg": 0.2297555087134242, "loss_cls": 0.16548891784623265, "loss_mask": 0.23265265114605427, "loss_rpn_cls": 0.01975139300338924, "loss_rpn_loc": 0.06214320915751159, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990778218247526, "mask_rcnn/false_negative": 0.09258313993740797, "mask_rcnn/false_positive": 0.11285621755926581, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.167000048328191, "total_loss": 0.7235304422210902} {"data_time": 0.013231561752036214, "eta_seconds": 30004.78145327419, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2703430394894296, "fast_rcnn/fg_cls_accuracy": 0.7060930699698694, "iteration": 64239, "loss_box_reg": 0.2118669766932726, "loss_cls": 0.1572263203561306, "loss_mask": 0.21662703715264797, "loss_rpn_cls": 0.020563600060995668, "loss_rpn_loc": 0.05339533544611186, "lr": 1e-05, "mask_rcnn/accuracy": 0.9163702466654715, "mask_rcnn/false_negative": 0.06763156725711142, "mask_rcnn/false_positive": 0.08925340532082263, "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": 1.1659134726505727, "total_loss": 0.6473252383875661} {"data_time": 0.012835050467401743, "eta_seconds": 29988.344262256287, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2478448275862069, "fast_rcnn/fg_cls_accuracy": 0.7316181479631227, "iteration": 64259, "loss_box_reg": 0.23599624820053577, "loss_cls": 0.19154905248433352, "loss_mask": 0.23435449972748756, "loss_rpn_cls": 0.02783726289635524, "loss_rpn_loc": 0.06761030573397875, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050513827388684, "mask_rcnn/false_negative": 0.07911039735723624, "mask_rcnn/false_positive": 0.1066416128775792, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1745851282030344, "total_loss": 0.7549898487923201} {"data_time": 0.012324026320129633, "eta_seconds": 29961.671117292717, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2593939064265985, "fast_rcnn/fg_cls_accuracy": 0.7346678512931164, "iteration": 64279, "loss_box_reg": 0.21747011225670576, "loss_cls": 0.16675993613898754, "loss_mask": 0.2293365988880396, "loss_rpn_cls": 0.02291037794202566, "loss_rpn_loc": 0.06615812587551773, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998002117300735, "mask_rcnn/false_negative": 0.09105460610416666, "mask_rcnn/false_positive": 0.1151798158688135, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1451030792668462, "total_loss": 0.7171235713758506} {"data_time": 0.012257784372195601, "eta_seconds": 29941.939164046198, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.27641314338235295, "fast_rcnn/fg_cls_accuracy": 0.7102637497444285, "iteration": 64299, "loss_box_reg": 0.22947794757783413, "loss_cls": 0.17385839903727174, "loss_mask": 0.23676598630845547, "loss_rpn_cls": 0.025040614418685436, "loss_rpn_loc": 0.06086234748363495, "lr": 1e-05, "mask_rcnn/accuracy": 0.8869650810874092, "mask_rcnn/false_negative": 0.10017958182959466, "mask_rcnn/false_positive": 0.12387672130671729, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.1727548490744084, "total_loss": 0.7458368337538559} {"data_time": 0.012171096634119749, "eta_seconds": 29914.62170932442, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.268796031096563, "fast_rcnn/fg_cls_accuracy": 0.7132111725560033, "iteration": 64319, "loss_box_reg": 0.20461382251232862, "loss_cls": 0.1518895486369729, "loss_mask": 0.22856619395315647, "loss_rpn_cls": 0.02451986784581095, "loss_rpn_loc": 0.06568062165752053, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031371174418288, "mask_rcnn/false_negative": 0.07971078060858089, "mask_rcnn/false_positive": 0.1111721414389168, "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": 1.1524504227563739, "total_loss": 0.6735418874886818} {"data_time": 0.012305475072935224, "eta_seconds": 29884.760681753978, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2730077921126606, "fast_rcnn/fg_cls_accuracy": 0.6760983801939433, "iteration": 64339, "loss_box_reg": 0.21702388115227222, "loss_cls": 0.16877008974552155, "loss_mask": 0.2399140503257513, "loss_rpn_cls": 0.02490075840614736, "loss_rpn_loc": 0.07402383163571358, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999992749993322, "mask_rcnn/false_negative": 0.08790986205648454, "mask_rcnn/false_positive": 0.10973561877392701, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1565877872053534, "total_loss": 0.7178708256687969} {"data_time": 0.012317176442593336, "eta_seconds": 29868.47773901187, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3110775107432755, "fast_rcnn/fg_cls_accuracy": 0.6605414488424197, "iteration": 64359, "loss_box_reg": 0.21554528176784515, "loss_cls": 0.17020702548325062, "loss_mask": 0.24354372546076775, "loss_rpn_cls": 0.024816399498376995, "loss_rpn_loc": 0.07249626517295837, "lr": 1e-05, "mask_rcnn/accuracy": 0.891464965259608, "mask_rcnn/false_negative": 0.08795474919259255, "mask_rcnn/false_positive": 0.12382709982155271, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1662440593354404, "total_loss": 0.714380654215347} {"data_time": 0.012261075433343649, "eta_seconds": 29843.691347264685, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.33375527426160334, "fast_rcnn/fg_cls_accuracy": 0.6358873828460476, "iteration": 64379, "loss_box_reg": 0.22443356551229954, "loss_cls": 0.17636090517044067, "loss_mask": 0.23121041432023048, "loss_rpn_cls": 0.022918416594620794, "loss_rpn_loc": 0.06661046156659722, "lr": 1e-05, "mask_rcnn/accuracy": 0.8960505204176643, "mask_rcnn/false_negative": 0.09514024992844683, "mask_rcnn/false_positive": 0.11835069718039094, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 202.625, "rpn/num_pos_anchors": 53.375, "time": 1.1670563474763185, "total_loss": 0.7143707104842179} {"data_time": 0.013357484247535467, "eta_seconds": 29808.69618654251, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30195977085756126, "fast_rcnn/fg_cls_accuracy": 0.6832175189996064, "iteration": 64399, "loss_box_reg": 0.21960962750017643, "loss_cls": 0.1694622002542019, "loss_mask": 0.23997521959245205, "loss_rpn_cls": 0.022814432821178343, "loss_rpn_loc": 0.06688787695020437, "lr": 1e-05, "mask_rcnn/accuracy": 0.8916907253960826, "mask_rcnn/false_negative": 0.1031808302213929, "mask_rcnn/false_positive": 0.10920390196730181, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1645008195191622, "total_loss": 0.7220084577566013} {"data_time": 0.011269760550931096, "eta_seconds": 29775.076632522978, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2966110486729489, "fast_rcnn/fg_cls_accuracy": 0.6781761511039773, "iteration": 64419, "loss_box_reg": 0.2004828192293644, "loss_cls": 0.15621327189728618, "loss_mask": 0.21690719947218895, "loss_rpn_cls": 0.018004323108471, "loss_rpn_loc": 0.05384194292128086, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043021892948035, "mask_rcnn/false_negative": 0.08038043514367128, "mask_rcnn/false_positive": 0.11825089470428357, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1675593685358763, "total_loss": 0.653248832502868} {"data_time": 0.011560914572328329, "eta_seconds": 29751.79666643031, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29053225410841305, "fast_rcnn/fg_cls_accuracy": 0.6999836481072683, "iteration": 64439, "loss_box_reg": 0.20674460008740425, "loss_cls": 0.15328221675008535, "loss_mask": 0.23515134491026402, "loss_rpn_cls": 0.02473884739447385, "loss_rpn_loc": 0.06508189695887268, "lr": 1e-05, "mask_rcnn/accuracy": 0.8957147257072717, "mask_rcnn/false_negative": 0.10021774655300741, "mask_rcnn/false_positive": 0.11085372169028818, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1705050384625793, "total_loss": 0.7153965557226911} {"data_time": 0.012495872564613819, "eta_seconds": 29736.0805820534, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2502072300253281, "fast_rcnn/fg_cls_accuracy": 0.7361722187303583, "iteration": 64459, "loss_box_reg": 0.23470460250973701, "loss_cls": 0.18240715470165014, "loss_mask": 0.23056963831186295, "loss_rpn_cls": 0.026218378683552146, "loss_rpn_loc": 0.07725220173597336, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009134407731347, "mask_rcnn/false_negative": 0.09382020558234273, "mask_rcnn/false_positive": 0.09734636483122297, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1710940354969352, "total_loss": 0.7465004384284839} {"data_time": 0.011043755570426583, "eta_seconds": 29712.794692795724, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23966213972026423, "fast_rcnn/fg_cls_accuracy": 0.7374915334099008, "iteration": 64479, "loss_box_reg": 0.24162734672427177, "loss_cls": 0.17458308022469282, "loss_mask": 0.23543578945100307, "loss_rpn_cls": 0.023052659002132714, "loss_rpn_loc": 0.07092381175607443, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095507104423846, "mask_rcnn/false_negative": 0.07924344703850053, "mask_rcnn/false_positive": 0.10243416284879389, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1738459370099008, "total_loss": 0.7672168332501315} {"data_time": 0.012140857521444559, "eta_seconds": 29680.110577843152, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27090075244694156, "fast_rcnn/fg_cls_accuracy": 0.7163773021766033, "iteration": 64499, "loss_box_reg": 0.21394528448581696, "loss_cls": 0.15870922338217497, "loss_mask": 0.22966517880558968, "loss_rpn_cls": 0.01982131425756961, "loss_rpn_loc": 0.06524492963217199, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987871933174916, "mask_rcnn/false_negative": 0.087787663337417, "mask_rcnn/false_positive": 0.1059377959793113, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1605753675103188, "total_loss": 0.6910364399373066} {"data_time": 0.011058947769924998, "eta_seconds": 29647.94042716734, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2574389806173726, "fast_rcnn/fg_cls_accuracy": 0.7241285671966031, "iteration": 64519, "loss_box_reg": 0.2129682581871748, "loss_cls": 0.169815587811172, "loss_mask": 0.2328693177551031, "loss_rpn_cls": 0.02192230522632599, "loss_rpn_loc": 0.055868923547677696, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046721899769081, "mask_rcnn/false_negative": 0.08450193173062152, "mask_rcnn/false_positive": 0.1071539100250371, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.162318812450394, "total_loss": 0.685366872290615} {"data_time": 0.011754787527024746, "eta_seconds": 29639.274568725377, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2577313286884244, "fast_rcnn/fg_cls_accuracy": 0.7271395632713956, "iteration": 64539, "loss_box_reg": 0.23844637908041477, "loss_cls": 0.17828133888542652, "loss_mask": 0.23568851687014103, "loss_rpn_cls": 0.02099983423249796, "loss_rpn_loc": 0.0676479134708643, "lr": 1e-05, "mask_rcnn/accuracy": 0.8970980319822899, "mask_rcnn/false_negative": 0.08924007594086215, "mask_rcnn/false_positive": 0.11909216766540556, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1690590321086347, "total_loss": 0.73684691026574} {"data_time": 0.01198907196521759, "eta_seconds": 29634.629919044673, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22815616021632584, "fast_rcnn/fg_cls_accuracy": 0.7450563694459517, "iteration": 64559, "loss_box_reg": 0.22634100448340178, "loss_cls": 0.17189873103052378, "loss_mask": 0.22960706241428852, "loss_rpn_cls": 0.023541671922430396, "loss_rpn_loc": 0.06235043564811349, "lr": 1e-05, "mask_rcnn/accuracy": 0.8995479732880021, "mask_rcnn/false_negative": 0.09502328088790313, "mask_rcnn/false_positive": 0.1033242484996365, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1713690364267677, "total_loss": 0.7497228363063186} {"data_time": 0.012549036648124456, "eta_seconds": 29613.47253369633, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.23966317607686494, "fast_rcnn/fg_cls_accuracy": 0.7321684587813619, "iteration": 64579, "loss_box_reg": 0.2171528209000826, "loss_cls": 0.16419681906700134, "loss_mask": 0.22163211181759834, "loss_rpn_cls": 0.022789602575358003, "loss_rpn_loc": 0.05201168800704181, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968132606126866, "mask_rcnn/false_negative": 0.09489628138446629, "mask_rcnn/false_positive": 0.11579193922722075, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1665688017383218, "total_loss": 0.6904941846150905} {"data_time": 0.011224497808143497, "eta_seconds": 29588.897604169324, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2323915073275687, "fast_rcnn/fg_cls_accuracy": 0.728442944026389, "iteration": 64599, "loss_box_reg": 0.23560338094830513, "loss_cls": 0.1721880156546831, "loss_mask": 0.22716001607477665, "loss_rpn_cls": 0.02217603867757134, "loss_rpn_loc": 0.07076535420492291, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035345336665618, "mask_rcnn/false_negative": 0.08667585752966953, "mask_rcnn/false_positive": 0.09878340427309468, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1781977713108063, "total_loss": 0.7072317885467783} {"data_time": 0.012573271989822388, "eta_seconds": 29570.544904922135, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2807516873099458, "fast_rcnn/fg_cls_accuracy": 0.6922854323611454, "iteration": 64619, "loss_box_reg": 0.22307087667286396, "loss_cls": 0.1647515557706356, "loss_mask": 0.22658660262823105, "loss_rpn_cls": 0.02242923399899155, "loss_rpn_loc": 0.06723063089884818, "lr": 1e-05, "mask_rcnn/accuracy": 0.8890895582208241, "mask_rcnn/false_negative": 0.10551910161905581, "mask_rcnn/false_positive": 0.11041475794447261, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.166813814546913, "total_loss": 0.7000280786305666} {"data_time": 0.011286472668871284, "eta_seconds": 29549.544778149575, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2845107765993842, "fast_rcnn/fg_cls_accuracy": 0.6966307277628032, "iteration": 64639, "loss_box_reg": 0.2284015230834484, "loss_cls": 0.17527147009968758, "loss_mask": 0.2368061188608408, "loss_rpn_cls": 0.01927079283632338, "loss_rpn_loc": 0.07355929003097117, "lr": 1e-05, "mask_rcnn/accuracy": 0.8911371760855595, "mask_rcnn/false_negative": 0.09611969412051605, "mask_rcnn/false_positive": 0.1188943800405906, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1538647459819913, "total_loss": 0.7433760218555108} {"data_time": 0.011605547973886132, "eta_seconds": 29529.665464055724, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.30293492748459294, "fast_rcnn/fg_cls_accuracy": 0.6621419927390076, "iteration": 64659, "loss_box_reg": 0.22544563375413418, "loss_cls": 0.18755193147808313, "loss_mask": 0.23849265836179256, "loss_rpn_cls": 0.028434543404728174, "loss_rpn_loc": 0.07418597623473033, "lr": 1e-05, "mask_rcnn/accuracy": 0.8906198385094488, "mask_rcnn/false_negative": 0.09349794002808713, "mask_rcnn/false_positive": 0.12536924520357157, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.1963843416888267, "total_loss": 0.7803464570315555} {"data_time": 0.011611914727836847, "eta_seconds": 29507.13002921082, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.24090710700516477, "fast_rcnn/fg_cls_accuracy": 0.7517704546527548, "iteration": 64679, "loss_box_reg": 0.22630473412573338, "loss_cls": 0.17304435465484858, "loss_mask": 0.23201077990233898, "loss_rpn_cls": 0.021430022839922458, "loss_rpn_loc": 0.06342066696379334, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066900330047274, "mask_rcnn/false_negative": 0.08184197383778953, "mask_rcnn/false_positive": 0.10781711987389367, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.170998709043488, "total_loss": 0.7388906512642279} {"data_time": 0.012394414516165853, "eta_seconds": 29481.628752872348, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24376977848101267, "fast_rcnn/fg_cls_accuracy": 0.730309423347398, "iteration": 64699, "loss_box_reg": 0.2134270127862692, "loss_cls": 0.1647016741335392, "loss_mask": 0.2331470511853695, "loss_rpn_cls": 0.02277852746192366, "loss_rpn_loc": 0.05441499734297395, "lr": 1e-05, "mask_rcnn/accuracy": 0.9142125442106825, "mask_rcnn/false_negative": 0.07846750816792787, "mask_rcnn/false_positive": 0.1114905695542415, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.157473693601787, "total_loss": 0.6796149347210303} {"data_time": 0.012312593404203653, "eta_seconds": 29467.391319721937, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28990222405839017, "fast_rcnn/fg_cls_accuracy": 0.6860058889065733, "iteration": 64719, "loss_box_reg": 0.21883330587297678, "loss_cls": 0.15999332070350647, "loss_mask": 0.23762239515781403, "loss_rpn_cls": 0.023967387969605625, "loss_rpn_loc": 0.07482994813472033, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967753768173936, "mask_rcnn/false_negative": 0.08776856334216725, "mask_rcnn/false_positive": 0.12826844417116723, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1781320583540946, "total_loss": 0.7153709948179312} {"data_time": 0.01251527201384306, "eta_seconds": 29445.45994564891, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25929351766205844, "fast_rcnn/fg_cls_accuracy": 0.7208052675395444, "iteration": 64739, "loss_box_reg": 0.2147359922528267, "loss_cls": 0.15826472640037537, "loss_mask": 0.22483850456774235, "loss_rpn_cls": 0.016764624451752752, "loss_rpn_loc": 0.051646726205945015, "lr": 1e-05, "mask_rcnn/accuracy": 0.904560884175609, "mask_rcnn/false_negative": 0.08300177947825559, "mask_rcnn/false_positive": 0.1079100976532, "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": 1.1685209965799004, "total_loss": 0.6827304791659117} {"data_time": 0.013052495662122965, "eta_seconds": 29430.297225723043, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2861498257839721, "fast_rcnn/fg_cls_accuracy": 0.6952380952380952, "iteration": 64759, "loss_box_reg": 0.23006670270115137, "loss_cls": 0.16467338241636753, "loss_mask": 0.23301047459244728, "loss_rpn_cls": 0.02425694178964477, "loss_rpn_loc": 0.07336796401068568, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028946005859333, "mask_rcnn/false_negative": 0.09116755027400444, "mask_rcnn/false_positive": 0.09879573027745606, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1759619030635804, "total_loss": 0.7136066087987274} {"data_time": 0.010788173414766788, "eta_seconds": 29398.83213892579, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2563238159016194, "fast_rcnn/fg_cls_accuracy": 0.7204127602581274, "iteration": 64779, "loss_box_reg": 0.23208787431940436, "loss_cls": 0.1721170893870294, "loss_mask": 0.22562380600720644, "loss_rpn_cls": 0.025936564954463392, "loss_rpn_loc": 0.06235108198598027, "lr": 1e-05, "mask_rcnn/accuracy": 0.8969366133099606, "mask_rcnn/false_negative": 0.09402261039590859, "mask_rcnn/false_positive": 0.10906695119770757, "roi_head/num_bg_samples": 428.375, "roi_head/num_fg_samples": 83.625, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1658197594806552, "total_loss": 0.7163460447336547} {"data_time": 0.012007104931399226, "eta_seconds": 29366.51814104989, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.29584312454420225, "fast_rcnn/fg_cls_accuracy": 0.6931080778697696, "iteration": 64799, "loss_box_reg": 0.22551166731864214, "loss_cls": 0.1710286270827055, "loss_mask": 0.2225908748805523, "loss_rpn_cls": 0.020660883572418243, "loss_rpn_loc": 0.052799140103161335, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114479148737225, "mask_rcnn/false_negative": 0.08662112006710945, "mask_rcnn/false_positive": 0.09334814236644365, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1533907549455762, "total_loss": 0.7238798934558872} {"data_time": 0.012202197453007102, "eta_seconds": 29350.82727178, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2593493751283712, "fast_rcnn/fg_cls_accuracy": 0.7081937375169125, "iteration": 64819, "loss_box_reg": 0.22420118004083633, "loss_cls": 0.16188673581928015, "loss_mask": 0.22546454332768917, "loss_rpn_cls": 0.02576355939527275, "loss_rpn_loc": 0.06743079423904419, "lr": 1e-05, "mask_rcnn/accuracy": 0.8943252628359883, "mask_rcnn/false_negative": 0.09273338591308812, "mask_rcnn/false_positive": 0.12019970170800377, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1690448538865894, "total_loss": 0.7050626445561647} {"data_time": 0.012556392466649413, "eta_seconds": 29319.904620191082, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25540878451837357, "fast_rcnn/fg_cls_accuracy": 0.7132579650565263, "iteration": 64839, "loss_box_reg": 0.21886343322694302, "loss_cls": 0.16231375467032194, "loss_mask": 0.23381851613521576, "loss_rpn_cls": 0.02026385604403913, "loss_rpn_loc": 0.06377896177582443, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029206384748256, "mask_rcnn/false_negative": 0.07769674163637649, "mask_rcnn/false_positive": 0.1090987804792379, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1518594333902001, "total_loss": 0.6815197847608943} {"data_time": 0.012542558833956718, "eta_seconds": 29302.831749231555, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2863281866258771, "fast_rcnn/fg_cls_accuracy": 0.6892114038795736, "iteration": 64859, "loss_box_reg": 0.21551023051142693, "loss_cls": 0.1706728870049119, "loss_mask": 0.22426720894873142, "loss_rpn_cls": 0.020622409298084676, "loss_rpn_loc": 0.06008888059295714, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016389165840095, "mask_rcnn/false_negative": 0.09365987285554911, "mask_rcnn/false_positive": 0.10978959874428255, "roi_head/num_bg_samples": 428.125, "roi_head/num_fg_samples": 83.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1706583227496594, "total_loss": 0.724456035415642} {"data_time": 0.011191488709300756, "eta_seconds": 29291.72228373587, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24435744469301518, "fast_rcnn/fg_cls_accuracy": 0.7300742623406538, "iteration": 64879, "loss_box_reg": 0.2284257560968399, "loss_cls": 0.16971102077513933, "loss_mask": 0.2295686136931181, "loss_rpn_cls": 0.022580441902391613, "loss_rpn_loc": 0.0668988786637783, "lr": 1e-05, "mask_rcnn/accuracy": 0.8953553166232937, "mask_rcnn/false_negative": 0.09680476071483123, "mask_rcnn/false_positive": 0.11998507275019633, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1702828211709857, "total_loss": 0.7261213050805964} {"data_time": 0.011907564010471106, "eta_seconds": 29268.40084879659, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2733613485968217, "fast_rcnn/fg_cls_accuracy": 0.7043436952584543, "iteration": 64899, "loss_box_reg": 0.22711801249533892, "loss_cls": 0.1715406822040677, "loss_mask": 0.23167513497173786, "loss_rpn_cls": 0.021402773912996054, "loss_rpn_loc": 0.07542610261589289, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027909688929452, "mask_rcnn/false_negative": 0.08524021276625812, "mask_rcnn/false_positive": 0.11731796580187469, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1682758803945035, "total_loss": 0.7382868689892348} {"data_time": 0.01242354279384017, "eta_seconds": 29245.07941385731, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.29667106170390356, "fast_rcnn/fg_cls_accuracy": 0.6912972491589155, "iteration": 64919, "loss_box_reg": 0.2148848632350564, "loss_cls": 0.17171612661331892, "loss_mask": 0.22716067358851433, "loss_rpn_cls": 0.02272508235182613, "loss_rpn_loc": 0.05653217667713761, "lr": 1e-05, "mask_rcnn/accuracy": 0.8851215335433186, "mask_rcnn/false_negative": 0.08535656106129949, "mask_rcnn/false_positive": 0.13223376887542096, "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": 1.1592095603700727, "total_loss": 0.7107416569488123} {"data_time": 0.012817430077120662, "eta_seconds": 29221.000280110165, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3258080994409286, "fast_rcnn/fg_cls_accuracy": 0.6541502413961111, "iteration": 64939, "loss_box_reg": 0.22442339733242989, "loss_cls": 0.17299590911716223, "loss_mask": 0.24030765518546104, "loss_rpn_cls": 0.02527231234125793, "loss_rpn_loc": 0.0787809519097209, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994924256997721, "mask_rcnn/false_negative": 0.09645381889273263, "mask_rcnn/false_positive": 0.10846762983615596, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1779460825491697, "total_loss": 0.7534434935660101} {"data_time": 0.012469652574509382, "eta_seconds": 29198.43654397875, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2665346572538216, "fast_rcnn/fg_cls_accuracy": 0.6962214739992518, "iteration": 64959, "loss_box_reg": 0.2235128115862608, "loss_cls": 0.17239319439977407, "loss_mask": 0.2274109572172165, "loss_rpn_cls": 0.022763572982512414, "loss_rpn_loc": 0.07211468706373125, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971751876397387, "mask_rcnn/false_negative": 0.09032813370782736, "mask_rcnn/false_positive": 0.10895895627419366, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1550727495923638, "total_loss": 0.7237936884630471} {"data_time": 0.01284826546907425, "eta_seconds": 29182.398518538103, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.23502738225629793, "fast_rcnn/fg_cls_accuracy": 0.7335538012943603, "iteration": 64979, "loss_box_reg": 0.22126056998968124, "loss_cls": 0.1694298665970564, "loss_mask": 0.23687531426548958, "loss_rpn_cls": 0.020601443480700254, "loss_rpn_loc": 0.059053440927527845, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996087068007391, "mask_rcnn/false_negative": 0.0934633145760319, "mask_rcnn/false_positive": 0.10443177681875615, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1687306510284543, "total_loss": 0.6830342111061327} {"data_time": 0.012945219175890088, "eta_seconds": 29159.07126152888, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2629069821066224, "fast_rcnn/fg_cls_accuracy": 0.7111461343139831, "iteration": 64999, "loss_box_reg": 0.21476472169160843, "loss_cls": 0.17025644145905972, "loss_mask": 0.23693177476525307, "loss_rpn_cls": 0.024204146582633257, "loss_rpn_loc": 0.07328597479499876, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971752620214932, "mask_rcnn/false_negative": 0.09161817503863828, "mask_rcnn/false_positive": 0.1129408019917229, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.178022840525955, "total_loss": 0.7267613159492612} {"data_time": 0.011929324129596353, "eta_seconds": 29131.297239856794, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.25194416973837996, "fast_rcnn/fg_cls_accuracy": 0.7044318645450837, "iteration": 65019, "loss_box_reg": 0.23376145213842392, "loss_cls": 0.18108419049531221, "loss_mask": 0.2265320047736168, "loss_rpn_cls": 0.029849835322238505, "loss_rpn_loc": 0.07396701106335968, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003740042371584, "mask_rcnn/false_negative": 0.09133996831986577, "mask_rcnn/false_positive": 0.12184878054945261, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 1.1655854298733175, "total_loss": 0.7591387423453853} {"data_time": 0.01179918646812439, "eta_seconds": 29105.15080422163, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26769643649864805, "fast_rcnn/fg_cls_accuracy": 0.6976454293628809, "iteration": 65039, "loss_box_reg": 0.2206561379134655, "loss_cls": 0.16978825256228447, "loss_mask": 0.24061334878206253, "loss_rpn_cls": 0.02402693114709109, "loss_rpn_loc": 0.0841854402096942, "lr": 1e-05, "mask_rcnn/accuracy": 0.8932708779171941, "mask_rcnn/false_negative": 0.08954779735301578, "mask_rcnn/false_positive": 0.12668155994324065, "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": 1.157225597416982, "total_loss": 0.7468662146784482} {"data_time": 0.011868866393342614, "eta_seconds": 29088.38578228373, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30156027899904136, "fast_rcnn/fg_cls_accuracy": 0.683182955050139, "iteration": 65059, "loss_box_reg": 0.2138019409030676, "loss_cls": 0.1603695792146027, "loss_mask": 0.23104282841086388, "loss_rpn_cls": 0.02148139599012211, "loss_rpn_loc": 0.05213241814635694, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056964944296904, "mask_rcnn/false_negative": 0.09317469952222783, "mask_rcnn/false_positive": 0.10159553114292895, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1656138407997787, "total_loss": 0.6736072722123936} {"data_time": 0.012138366466388106, "eta_seconds": 29057.75446848944, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2909022367429002, "fast_rcnn/fg_cls_accuracy": 0.6863618658097186, "iteration": 65079, "loss_box_reg": 0.21468599047511816, "loss_cls": 0.17618903703987598, "loss_mask": 0.23139392957091331, "loss_rpn_cls": 0.025461652083322406, "loss_rpn_loc": 0.06362836575135589, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032248872813275, "mask_rcnn/false_negative": 0.08740585498935244, "mask_rcnn/false_positive": 0.09304756754342056, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1537266173399985, "total_loss": 0.711840946576558} {"data_time": 0.011893859831616282, "eta_seconds": 29041.732396907173, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25343817707759536, "fast_rcnn/fg_cls_accuracy": 0.7220781156827669, "iteration": 65099, "loss_box_reg": 0.21597701963037252, "loss_cls": 0.1691634450107813, "loss_mask": 0.2298006657510996, "loss_rpn_cls": 0.026731302321422845, "loss_rpn_loc": 0.06454107165336609, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020823628696626, "mask_rcnn/false_negative": 0.0810952919147471, "mask_rcnn/false_positive": 0.10262962693283206, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1722864820621908, "total_loss": 0.7161896487814374} {"data_time": 0.011208805022761226, "eta_seconds": 29029.003483187407, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2669047619047619, "fast_rcnn/fg_cls_accuracy": 0.7280952380952381, "iteration": 65119, "loss_box_reg": 0.21506404969841242, "loss_cls": 0.15626174304634333, "loss_mask": 0.2327347882091999, "loss_rpn_cls": 0.019920258782804012, "loss_rpn_loc": 0.06396063906140625, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047973061365919, "mask_rcnn/false_negative": 0.08808886523796737, "mask_rcnn/false_positive": 0.10512190296561502, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1667804163880646, "total_loss": 0.6981210835801903} {"data_time": 0.012378698447719216, "eta_seconds": 29015.62174130231, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24740197440978418, "fast_rcnn/fg_cls_accuracy": 0.7266028842278645, "iteration": 65139, "loss_box_reg": 0.20855148136615753, "loss_cls": 0.16668316815048456, "loss_mask": 0.22444556839764118, "loss_rpn_cls": 0.01931928761769086, "loss_rpn_loc": 0.052798295160755515, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080558020103903, "mask_rcnn/false_negative": 0.07670065212064947, "mask_rcnn/false_positive": 0.10139139003572599, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1675380335655063, "total_loss": 0.7091374680749141} {"data_time": 0.012352083576843143, "eta_seconds": 28985.753030218184, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2515480458271704, "fast_rcnn/fg_cls_accuracy": 0.7470355235779288, "iteration": 65159, "loss_box_reg": 0.21443024091422558, "loss_cls": 0.16082810517400503, "loss_mask": 0.2202664315700531, "loss_rpn_cls": 0.024532923474907875, "loss_rpn_loc": 0.0581561173312366, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011858004071194, "mask_rcnn/false_negative": 0.08467845225346479, "mask_rcnn/false_positive": 0.1100581809134044, "roi_head/num_bg_samples": 428.375, "roi_head/num_fg_samples": 83.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1611019996926188, "total_loss": 0.6871832346078008} {"data_time": 0.012139492202550173, "eta_seconds": 28970.33284379635, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2890717276924729, "fast_rcnn/fg_cls_accuracy": 0.677232906536727, "iteration": 65179, "loss_box_reg": 0.21457870677113533, "loss_cls": 0.17054788395762444, "loss_mask": 0.22014934569597244, "loss_rpn_cls": 0.023727764608338475, "loss_rpn_loc": 0.05876664025709033, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064615995053047, "mask_rcnn/false_negative": 0.07854175438097707, "mask_rcnn/false_positive": 0.11360345318356597, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1695153075270355, "total_loss": 0.7052976391278207} {"data_time": 0.01307370699942112, "eta_seconds": 28949.35928080231, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.26601581135418795, "fast_rcnn/fg_cls_accuracy": 0.7028589447130544, "iteration": 65199, "loss_box_reg": 0.21215407736599445, "loss_cls": 0.16066931653767824, "loss_mask": 0.23059518449008465, "loss_rpn_cls": 0.02026789149385877, "loss_rpn_loc": 0.053044893546029925, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950390631604754, "mask_rcnn/false_negative": 0.0946243551156628, "mask_rcnn/false_positive": 0.11221539753978219, "roi_head/num_bg_samples": 427.875, "roi_head/num_fg_samples": 84.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1726320229936391, "total_loss": 0.6686871799174696} {"data_time": 0.012265985365957022, "eta_seconds": 28928.1660553487, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2619154139823431, "fast_rcnn/fg_cls_accuracy": 0.7035578885972587, "iteration": 65219, "loss_box_reg": 0.22993283718824387, "loss_cls": 0.1780631635338068, "loss_mask": 0.22486215084791183, "loss_rpn_cls": 0.021249971818178892, "loss_rpn_loc": 0.0659913313575089, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015270894551777, "mask_rcnn/false_negative": 0.08710740277953169, "mask_rcnn/false_positive": 0.11432625614280081, "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": 1.1737077108118683, "total_loss": 0.7192887940909714} {"data_time": 0.012453468516469002, "eta_seconds": 28910.038441801444, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.23527314220510626, "fast_rcnn/fg_cls_accuracy": 0.7211656551140735, "iteration": 65239, "loss_box_reg": 0.2080174507573247, "loss_cls": 0.15956023707985878, "loss_mask": 0.2181908693164587, "loss_rpn_cls": 0.023335682810284197, "loss_rpn_loc": 0.05955681495834142, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063161581134165, "mask_rcnn/false_negative": 0.08825025305236776, "mask_rcnn/false_positive": 0.09631677287574626, "roi_head/num_bg_samples": 427.125, "roi_head/num_fg_samples": 84.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1767780731897801, "total_loss": 0.633110421069432} {"data_time": 0.013155072694644332, "eta_seconds": 28892.75537531823, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2688022115988218, "fast_rcnn/fg_cls_accuracy": 0.7160085994441823, "iteration": 65259, "loss_box_reg": 0.23691670410335064, "loss_cls": 0.1789814392104745, "loss_mask": 0.23136761970818043, "loss_rpn_cls": 0.02474774798611179, "loss_rpn_loc": 0.06668690452352166, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016193938118718, "mask_rcnn/false_negative": 0.09260246689471356, "mask_rcnn/false_positive": 0.09500666002425723, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1941372498404235, "total_loss": 0.7454257047502324} {"data_time": 0.012596084037795663, "eta_seconds": 28871.78231338039, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.24757447031676105, "fast_rcnn/fg_cls_accuracy": 0.7178344784807711, "iteration": 65279, "loss_box_reg": 0.21626469679176807, "loss_cls": 0.1680910112336278, "loss_mask": 0.23257090896368027, "loss_rpn_cls": 0.028520719846710563, "loss_rpn_loc": 0.06427400419488549, "lr": 1e-05, "mask_rcnn/accuracy": 0.893251509903694, "mask_rcnn/false_negative": 0.09278039809226889, "mask_rcnn/false_positive": 0.11174398160999253, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1715966700576246, "total_loss": 0.7238687647040933} {"data_time": 0.012250236701220274, "eta_seconds": 28844.532402860932, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25881719985101187, "fast_rcnn/fg_cls_accuracy": 0.7238453797841702, "iteration": 65299, "loss_box_reg": 0.209068370051682, "loss_cls": 0.16411725617945194, "loss_mask": 0.22622055932879448, "loss_rpn_cls": 0.02256990480236709, "loss_rpn_loc": 0.056654717307537794, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975522715066888, "mask_rcnn/false_negative": 0.08838381793878937, "mask_rcnn/false_positive": 0.12555162400751954, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1459036390297115, "total_loss": 0.6972088782931678} {"data_time": 0.012647534720599651, "eta_seconds": 28824.291875669733, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2570644703337315, "fast_rcnn/fg_cls_accuracy": 0.7213762622189244, "iteration": 65319, "loss_box_reg": 0.23006916046142578, "loss_cls": 0.17458701692521572, "loss_mask": 0.23105362057685852, "loss_rpn_cls": 0.021592639852315187, "loss_rpn_loc": 0.06098955660127103, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058940025169568, "mask_rcnn/false_negative": 0.08567210839594741, "mask_rcnn/false_positive": 0.1061076865601259, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 1.1597354251425713, "total_loss": 0.7258393186493777} {"data_time": 0.011897338554263115, "eta_seconds": 28803.272130126134, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.267177960927961, "fast_rcnn/fg_cls_accuracy": 0.7160409035409034, "iteration": 65339, "loss_box_reg": 0.20710397511720657, "loss_cls": 0.15461782459169626, "loss_mask": 0.2185206264257431, "loss_rpn_cls": 0.021752180182375014, "loss_rpn_loc": 0.0644865792710334, "lr": 1e-05, "mask_rcnn/accuracy": 0.904327955036042, "mask_rcnn/false_negative": 0.09347536774155282, "mask_rcnn/false_positive": 0.10200370419618524, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1823249808512628, "total_loss": 0.6784443230135366} {"data_time": 0.012933037942275405, "eta_seconds": 28791.92652821541, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3022508038585209, "fast_rcnn/fg_cls_accuracy": 0.6626182547908351, "iteration": 65359, "loss_box_reg": 0.22905094968155026, "loss_cls": 0.1715342914685607, "loss_mask": 0.23912197537720203, "loss_rpn_cls": 0.022891109518241137, "loss_rpn_loc": 0.06740109692327678, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048570245872607, "mask_rcnn/false_negative": 0.07495632407025779, "mask_rcnn/false_positive": 0.11530510127068395, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1898897998034954, "total_loss": 0.7636167973978445} {"data_time": 0.01230958802625537, "eta_seconds": 28780.533528570086, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.29601121191746493, "fast_rcnn/fg_cls_accuracy": 0.6811806773844105, "iteration": 65379, "loss_box_reg": 0.20766382571309805, "loss_cls": 0.16220764815807343, "loss_mask": 0.2422914020717144, "loss_rpn_cls": 0.02569211251102388, "loss_rpn_loc": 0.05929822439793497, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955063940500128, "mask_rcnn/false_negative": 0.08772169620240264, "mask_rcnn/false_positive": 0.11318942906743894, "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": 1.188821179093793, "total_loss": 0.7339097059739288} {"data_time": 0.011521239299327135, "eta_seconds": 28757.713043689728, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3042162359268882, "fast_rcnn/fg_cls_accuracy": 0.6623696725809403, "iteration": 65399, "loss_box_reg": 0.21559919137507677, "loss_cls": 0.16614969540387392, "loss_mask": 0.23251669760793447, "loss_rpn_cls": 0.022038514958694577, "loss_rpn_loc": 0.066774464212358, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972065676598409, "mask_rcnn/false_negative": 0.07422679602986387, "mask_rcnn/false_positive": 0.11974719822731557, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1582127178553492, "total_loss": 0.7140130705665797} {"data_time": 0.012569976039230824, "eta_seconds": 28740.751737663522, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.24887986794232583, "fast_rcnn/fg_cls_accuracy": 0.701673585884795, "iteration": 65419, "loss_box_reg": 0.2162429578602314, "loss_cls": 0.16378731466829777, "loss_mask": 0.22351200133562088, "loss_rpn_cls": 0.020445657428354025, "loss_rpn_loc": 0.06224082177504897, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115234961815972, "mask_rcnn/false_negative": 0.07746664333498368, "mask_rcnn/false_positive": 0.1026802067627268, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1861446583643556, "total_loss": 0.6877225738426205} {"data_time": 0.012851131148636341, "eta_seconds": 28718.48076665774, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.24412703843083589, "fast_rcnn/fg_cls_accuracy": 0.7214737793851718, "iteration": 65439, "loss_box_reg": 0.2115675825625658, "loss_cls": 0.1618097797036171, "loss_mask": 0.23682428896427155, "loss_rpn_cls": 0.023146785504650325, "loss_rpn_loc": 0.07236898504197598, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977907572295327, "mask_rcnn/false_negative": 0.09194116369604229, "mask_rcnn/false_positive": 0.11170919666106705, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1734029515646398, "total_loss": 0.7126155584410299} {"data_time": 0.012725071283057332, "eta_seconds": 28689.130287780426, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25630439302581165, "fast_rcnn/fg_cls_accuracy": 0.7277685950413223, "iteration": 65459, "loss_box_reg": 0.21511473134160042, "loss_cls": 0.16145926341414452, "loss_mask": 0.224965900182724, "loss_rpn_cls": 0.016447535366751254, "loss_rpn_loc": 0.060240198858082294, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037852319436288, "mask_rcnn/false_negative": 0.08450008828395775, "mask_rcnn/false_positive": 0.12040117912548101, "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": 1.1584854184184223, "total_loss": 0.6735348593210801} {"data_time": 0.012263160897418857, "eta_seconds": 28667.723726099357, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23792161955182634, "fast_rcnn/fg_cls_accuracy": 0.7620783804481737, "iteration": 65479, "loss_box_reg": 0.231443103402853, "loss_cls": 0.1703589353710413, "loss_mask": 0.23016905412077904, "loss_rpn_cls": 0.02323769120266661, "loss_rpn_loc": 0.0658264469821006, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033225291786892, "mask_rcnn/false_negative": 0.09644050193203241, "mask_rcnn/false_positive": 0.09685074892374596, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1713254353962839, "total_loss": 0.7498822343768552} {"data_time": 0.011935901129618287, "eta_seconds": 28651.769583695568, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2171805616361248, "fast_rcnn/fg_cls_accuracy": 0.7586848732266591, "iteration": 65499, "loss_box_reg": 0.19908017478883266, "loss_cls": 0.15390634629875422, "loss_mask": 0.22629636526107788, "loss_rpn_cls": 0.02010355022503063, "loss_rpn_loc": 0.06490583904087543, "lr": 1e-05, "mask_rcnn/accuracy": 0.8922057080182388, "mask_rcnn/false_negative": 0.08895814910499775, "mask_rcnn/false_positive": 0.11798280511051229, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1746783151756972, "total_loss": 0.6534273164579645} {"data_time": 0.01219451567158103, "eta_seconds": 28631.10954578966, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29424928794249283, "fast_rcnn/fg_cls_accuracy": 0.687363712608331, "iteration": 65519, "loss_box_reg": 0.21121056377887726, "loss_cls": 0.16765812039375305, "loss_mask": 0.229430777952075, "loss_rpn_cls": 0.022627978352829814, "loss_rpn_loc": 0.0579982737544924, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999676220960235, "mask_rcnn/false_negative": 0.09354510113082591, "mask_rcnn/false_positive": 0.10721611625588813, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.1719969173427671, "total_loss": 0.6801245979731902} {"data_time": 0.011713529005646706, "eta_seconds": 28612.844698098488, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26434319833852543, "fast_rcnn/fg_cls_accuracy": 0.7117348066298342, "iteration": 65539, "loss_box_reg": 0.2149545382708311, "loss_cls": 0.16207968536764383, "loss_mask": 0.2234151903539896, "loss_rpn_cls": 0.02363323565805331, "loss_rpn_loc": 0.06112785212462768, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054957949135543, "mask_rcnn/false_negative": 0.08615670947376104, "mask_rcnn/false_positive": 0.10398582734903648, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.180663164705038, "total_loss": 0.6599500909214839} {"data_time": 0.012868036981672049, "eta_seconds": 28587.927594250068, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2841263098272444, "fast_rcnn/fg_cls_accuracy": 0.6818211088930388, "iteration": 65559, "loss_box_reg": 0.22653310932219028, "loss_cls": 0.17659002915024757, "loss_mask": 0.23632510751485825, "loss_rpn_cls": 0.025342148495838046, "loss_rpn_loc": 0.06650748709216714, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012731262291013, "mask_rcnn/false_negative": 0.09236899542636343, "mask_rcnn/false_positive": 0.11802216264353715, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.16960070701316, "total_loss": 0.7342176883830689} {"data_time": 0.012419736944139004, "eta_seconds": 28562.96087657567, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2744632235601335, "fast_rcnn/fg_cls_accuracy": 0.702670296195476, "iteration": 65579, "loss_box_reg": 0.20962804462760687, "loss_cls": 0.15380604937672615, "loss_mask": 0.22747387923300266, "loss_rpn_cls": 0.018017168098594993, "loss_rpn_loc": 0.06495933013502508, "lr": 1e-05, "mask_rcnn/accuracy": 0.8879686047080703, "mask_rcnn/false_negative": 0.10671161366511571, "mask_rcnn/false_positive": 0.12699044496286171, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1413908717222512, "total_loss": 0.6664489479735494} {"data_time": 0.012068422511219978, "eta_seconds": 28536.133923660964, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2476994506567023, "fast_rcnn/fg_cls_accuracy": 0.7484872145227406, "iteration": 65599, "loss_box_reg": 0.20540773030370474, "loss_cls": 0.15781336184591055, "loss_mask": 0.22973679564893246, "loss_rpn_cls": 0.02117640757933259, "loss_rpn_loc": 0.06054411851800978, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032847444565856, "mask_rcnn/false_negative": 0.08312103741623633, "mask_rcnn/false_positive": 0.1164458787673485, "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": 1.169378442922607, "total_loss": 0.6812384545337409} {"data_time": 0.012803566874936223, "eta_seconds": 28525.108644352295, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2975975975975976, "fast_rcnn/fg_cls_accuracy": 0.6818982387475538, "iteration": 65619, "loss_box_reg": 0.20565876923501492, "loss_cls": 0.15711418818682432, "loss_mask": 0.21773902233690023, "loss_rpn_cls": 0.021392169408500195, "loss_rpn_loc": 0.06873393361456692, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022313470842882, "mask_rcnn/false_negative": 0.0877172156870282, "mask_rcnn/false_positive": 0.10952602347141151, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1702630154322833, "total_loss": 0.6879727688501589} {"data_time": 0.010647767456248403, "eta_seconds": 28501.708227088675, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19870041039671682, "fast_rcnn/fg_cls_accuracy": 0.778879253711733, "iteration": 65639, "loss_box_reg": 0.21191878616809845, "loss_cls": 0.16089565167203546, "loss_mask": 0.22475610673427582, "loss_rpn_cls": 0.018561087097623385, "loss_rpn_loc": 0.06210605474188924, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065762987696183, "mask_rcnn/false_negative": 0.07887574101484807, "mask_rcnn/false_positive": 0.10190669361958785, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.1621819618158042, "total_loss": 0.6712358369259164} {"data_time": 0.010862094582989812, "eta_seconds": 28463.98360225372, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3049398022286619, "fast_rcnn/fg_cls_accuracy": 0.6897126041884504, "iteration": 65659, "loss_box_reg": 0.2211935967206955, "loss_cls": 0.16690169088542461, "loss_mask": 0.2222739029675722, "loss_rpn_cls": 0.02516192669281736, "loss_rpn_loc": 0.06471308472100645, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041730226275553, "mask_rcnn/false_negative": 0.08492675132976346, "mask_rcnn/false_positive": 0.11945957491060256, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.159432353451848, "total_loss": 0.7172173385624774} {"data_time": 0.012219791999086738, "eta_seconds": 28430.38948059082, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.30485098870922267, "fast_rcnn/fg_cls_accuracy": 0.6851822338821394, "iteration": 65679, "loss_box_reg": 0.227231465280056, "loss_cls": 0.17968644481152296, "loss_mask": 0.23632594011723995, "loss_rpn_cls": 0.022604583180509508, "loss_rpn_loc": 0.06595458695665002, "lr": 1e-05, "mask_rcnn/accuracy": 0.8905556908667753, "mask_rcnn/false_negative": 0.0994833129211388, "mask_rcnn/false_positive": 0.11737723406949828, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.148764734622091, "total_loss": 0.7404992833617143} {"data_time": 0.01276156073436141, "eta_seconds": 28424.16696154978, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.25694738326985467, "fast_rcnn/fg_cls_accuracy": 0.7161482394004722, "iteration": 65699, "loss_box_reg": 0.20427261479198933, "loss_cls": 0.15346789080649614, "loss_mask": 0.23112323135137558, "loss_rpn_cls": 0.023471690365113318, "loss_rpn_loc": 0.053733482491225004, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105010698731466, "mask_rcnn/false_negative": 0.07950917342227046, "mask_rcnn/false_positive": 0.0995758062663966, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.168638905743137, "total_loss": 0.6746835853700759} {"data_time": 0.013026119209825993, "eta_seconds": 28397.195252114907, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2540120170368117, "fast_rcnn/fg_cls_accuracy": 0.697405711794201, "iteration": 65719, "loss_box_reg": 0.2076483378186822, "loss_cls": 0.15800462942570448, "loss_mask": 0.23106751777231693, "loss_rpn_cls": 0.020294969232054427, "loss_rpn_loc": 0.06392042082734406, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124011369964832, "mask_rcnn/false_negative": 0.08092256268328232, "mask_rcnn/false_positive": 0.0899481632973867, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.171113437274471, "total_loss": 0.6683740964217577} {"data_time": 0.012497515883296728, "eta_seconds": 28375.81616976764, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2362607945588483, "fast_rcnn/fg_cls_accuracy": 0.7377876483477261, "iteration": 65739, "loss_box_reg": 0.20125783514231443, "loss_cls": 0.15255571296438575, "loss_mask": 0.20967784710228443, "loss_rpn_cls": 0.016312003252096474, "loss_rpn_loc": 0.05431992304511368, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121632261534312, "mask_rcnn/false_negative": 0.08110629020437408, "mask_rcnn/false_positive": 0.10252518353987941, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1746737079229206, "total_loss": 0.62835636746604} {"data_time": 0.011723442701622844, "eta_seconds": 28352.423081416637, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.27485956796497457, "fast_rcnn/fg_cls_accuracy": 0.6976114595113259, "iteration": 65759, "loss_box_reg": 0.2127547226846218, "loss_cls": 0.1680347491055727, "loss_mask": 0.23084717243909836, "loss_rpn_cls": 0.01929457872756757, "loss_rpn_loc": 0.05411498062312603, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049434285367866, "mask_rcnn/false_negative": 0.08827196122064296, "mask_rcnn/false_positive": 0.10499962264328948, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1756622539833188, "total_loss": 0.7258957608719356} {"data_time": 0.012269982602447271, "eta_seconds": 28332.097243987955, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2483987915407855, "fast_rcnn/fg_cls_accuracy": 0.7460800604229607, "iteration": 65779, "loss_box_reg": 0.21632074564695358, "loss_cls": 0.16686015482991934, "loss_mask": 0.23407072760164738, "loss_rpn_cls": 0.024952758714789525, "loss_rpn_loc": 0.06560547812841833, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979470531636369, "mask_rcnn/false_negative": 0.08994919668514201, "mask_rcnn/false_positive": 0.11773856025065148, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.174722509458661, "total_loss": 0.7144427569583058} {"data_time": 0.012839042814448476, "eta_seconds": 28327.35471916385, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2975442125555276, "fast_rcnn/fg_cls_accuracy": 0.676670161337294, "iteration": 65799, "loss_box_reg": 0.20962199941277504, "loss_cls": 0.15766846667975187, "loss_mask": 0.22003494389355183, "loss_rpn_cls": 0.018404138216283172, "loss_rpn_loc": 0.056363784708082676, "lr": 1e-05, "mask_rcnn/accuracy": 0.903519887006049, "mask_rcnn/false_negative": 0.08622623293667242, "mask_rcnn/false_positive": 0.10171481001548273, "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": 1.1757541599217802, "total_loss": 0.6585869049304165} {"data_time": 0.012080389074981213, "eta_seconds": 28296.908532232046, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29443901352505164, "fast_rcnn/fg_cls_accuracy": 0.6796073601854535, "iteration": 65819, "loss_box_reg": 0.2407685313373804, "loss_cls": 0.17698276229202747, "loss_mask": 0.24270679242908955, "loss_rpn_cls": 0.02591572853270918, "loss_rpn_loc": 0.06304538436233997, "lr": 1e-05, "mask_rcnn/accuracy": 0.8959493789964269, "mask_rcnn/false_negative": 0.08956679743255799, "mask_rcnn/false_positive": 0.11271828914854984, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1166503427084535, "total_loss": 0.774274654337205} {"data_time": 0.013227663235738873, "eta_seconds": 28281.162148825824, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.25073924731182795, "fast_rcnn/fg_cls_accuracy": 0.7166965352449224, "iteration": 65839, "loss_box_reg": 0.21269546449184418, "loss_cls": 0.1659781625494361, "loss_mask": 0.24264939315617085, "loss_rpn_cls": 0.02374848199542612, "loss_rpn_loc": 0.06336297211237252, "lr": 1e-05, "mask_rcnn/accuracy": 0.8941604413648749, "mask_rcnn/false_negative": 0.09576285038279365, "mask_rcnn/false_positive": 0.1082701363326238, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1728295059874654, "total_loss": 0.7339613602962345} {"data_time": 0.01176241459324956, "eta_seconds": 28266.882263049483, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.23567358567358565, "fast_rcnn/fg_cls_accuracy": 0.7449033656942101, "iteration": 65859, "loss_box_reg": 0.2095479853451252, "loss_cls": 0.16568102687597275, "loss_mask": 0.2263452559709549, "loss_rpn_cls": 0.021741055534221232, "loss_rpn_loc": 0.06450914056040347, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983700729347952, "mask_rcnn/false_negative": 0.08289066643519721, "mask_rcnn/false_positive": 0.11489794732562564, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.1801997043658048, "total_loss": 0.7041815725388005} {"data_time": 0.012540742987766862, "eta_seconds": 28243.463139384985, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2666448302216399, "fast_rcnn/fg_cls_accuracy": 0.7240867696715441, "iteration": 65879, "loss_box_reg": 0.2208888679742813, "loss_cls": 0.16392257437109947, "loss_mask": 0.23844975791871548, "loss_rpn_cls": 0.02287267433712259, "loss_rpn_loc": 0.06796309107448906, "lr": 1e-05, "mask_rcnn/accuracy": 0.903979952315898, "mask_rcnn/false_negative": 0.08913213035608518, "mask_rcnn/false_positive": 0.1065974512961736, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.1708554972428828, "total_loss": 0.7054581425327342} {"data_time": 0.012744311476126313, "eta_seconds": 28209.92761719972, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.26571638987320156, "fast_rcnn/fg_cls_accuracy": 0.7150833416690159, "iteration": 65899, "loss_box_reg": 0.2542384695261717, "loss_cls": 0.17932414263486862, "loss_mask": 0.22692132368683815, "loss_rpn_cls": 0.02177165899774991, "loss_rpn_loc": 0.06716046226210892, "lr": 1e-05, "mask_rcnn/accuracy": 0.8905242187315969, "mask_rcnn/false_negative": 0.10117949731241534, "mask_rcnn/false_positive": 0.118653544891833, "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": 1.128111826023087, "total_loss": 0.7705456076655537} {"data_time": 0.010982393054291606, "eta_seconds": 28188.34378708154, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27857396397195844, "fast_rcnn/fg_cls_accuracy": 0.7054467664966266, "iteration": 65919, "loss_box_reg": 0.2204729374498129, "loss_cls": 0.1710737319663167, "loss_mask": 0.23414425365626812, "loss_rpn_cls": 0.020736052305437624, "loss_rpn_loc": 0.06711024325340986, "lr": 1e-05, "mask_rcnn/accuracy": 0.8917027055114131, "mask_rcnn/false_negative": 0.09881952009393012, "mask_rcnn/false_positive": 0.1120304209482918, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1675736960023642, "total_loss": 0.7321311402483843} {"data_time": 0.011704916367307305, "eta_seconds": 28157.19297981821, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27895667550839964, "fast_rcnn/fg_cls_accuracy": 0.6876110427770945, "iteration": 65939, "loss_box_reg": 0.20150453969836235, "loss_cls": 0.16109144361689687, "loss_mask": 0.2273462451994419, "loss_rpn_cls": 0.023917468264698982, "loss_rpn_loc": 0.06579329958185554, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024105220604313, "mask_rcnn/false_negative": 0.08723709173963645, "mask_rcnn/false_positive": 0.11649986405291571, "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": 1.1681566061452031, "total_loss": 0.6864269945654087} {"data_time": 0.011345567181706429, "eta_seconds": 28136.232073074207, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.255849782225929, "fast_rcnn/fg_cls_accuracy": 0.7195110743497841, "iteration": 65959, "loss_box_reg": 0.21979618445038795, "loss_cls": 0.1670624976977706, "loss_mask": 0.2291242592036724, "loss_rpn_cls": 0.01936254056636244, "loss_rpn_loc": 0.05687669315375388, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080269759978183, "mask_rcnn/false_negative": 0.08360611509035176, "mask_rcnn/false_positive": 0.10827795375090218, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1522699643392116, "total_loss": 0.6812922215322033} {"data_time": 0.012535439571365714, "eta_seconds": 28110.27346722316, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.25052301255230125, "fast_rcnn/fg_cls_accuracy": 0.7439836149513569, "iteration": 65979, "loss_box_reg": 0.21205667778849602, "loss_cls": 0.1488214498385787, "loss_mask": 0.2310971263796091, "loss_rpn_cls": 0.018654085928574204, "loss_rpn_loc": 0.07009978033602238, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987696490964077, "mask_rcnn/false_negative": 0.0883198782989333, "mask_rcnn/false_positive": 0.1206537452805134, "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": 1.1478497812058777, "total_loss": 0.6965824432845693} {"data_time": 0.012016455875709653, "eta_seconds": 28074.35987703502, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24826889585510276, "fast_rcnn/fg_cls_accuracy": 0.7046039395498993, "iteration": 65999, "loss_box_reg": 0.21220001066103578, "loss_cls": 0.16363859502598643, "loss_mask": 0.21736428327858448, "loss_rpn_cls": 0.01950741386099253, "loss_rpn_loc": 0.0543656547088176, "lr": 1e-05, "mask_rcnn/accuracy": 0.902795305152136, "mask_rcnn/false_negative": 0.08617451443883752, "mask_rcnn/false_positive": 0.09530687416269772, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1520761249121279, "total_loss": 0.6681220787577331} {"data_time": 0.012332749087363482, "eta_seconds": 28055.737208551727, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24571381759880162, "fast_rcnn/fg_cls_accuracy": 0.7143145100331583, "iteration": 66019, "loss_box_reg": 0.2164990622550249, "loss_cls": 0.17405671998858452, "loss_mask": 0.22939869575202465, "loss_rpn_cls": 0.02404600943555124, "loss_rpn_loc": 0.05513402947690338, "lr": 1e-05, "mask_rcnn/accuracy": 0.9151977396455339, "mask_rcnn/false_negative": 0.07926059295208088, "mask_rcnn/false_positive": 0.0913417971533948, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1651815839577466, "total_loss": 0.7171428706496954} {"data_time": 0.012832595268264413, "eta_seconds": 28038.038387475535, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2477872787278728, "fast_rcnn/fg_cls_accuracy": 0.7262657116775507, "iteration": 66039, "loss_box_reg": 0.22409613616764545, "loss_cls": 0.16959116514772177, "loss_mask": 0.23474098928272724, "loss_rpn_cls": 0.019824693212285638, "loss_rpn_loc": 0.0697874641045928, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069110081562093, "mask_rcnn/false_negative": 0.07733490057462233, "mask_rcnn/false_positive": 0.1114318132127326, "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": 1.1754724280908704, "total_loss": 0.712260163098108} {"data_time": 0.011933796340599656, "eta_seconds": 28014.63434875477, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23586049170954831, "fast_rcnn/fg_cls_accuracy": 0.7465376023827253, "iteration": 66059, "loss_box_reg": 0.219759002327919, "loss_cls": 0.16749111842364073, "loss_mask": 0.23123051039874554, "loss_rpn_cls": 0.023736592498607934, "loss_rpn_loc": 0.06348078139126301, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035712356354053, "mask_rcnn/false_negative": 0.08981804357283299, "mask_rcnn/false_positive": 0.10999122851440055, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1624708294402808, "total_loss": 0.7391713360557333} {"data_time": 0.012192224152386189, "eta_seconds": 27993.352289162576, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.289866093569185, "fast_rcnn/fg_cls_accuracy": 0.6828867355514905, "iteration": 66079, "loss_box_reg": 0.2248194608837366, "loss_cls": 0.17435198742896318, "loss_mask": 0.2235492803156376, "loss_rpn_cls": 0.019061029597651213, "loss_rpn_loc": 0.06461955863051116, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030727883424214, "mask_rcnn/false_negative": 0.09643015406322684, "mask_rcnn/false_positive": 0.11048188789968297, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1798082154709846, "total_loss": 0.7137245665071532} {"data_time": 0.013058571377769113, "eta_seconds": 27967.826271313243, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25168335013682847, "fast_rcnn/fg_cls_accuracy": 0.7302424786708577, "iteration": 66099, "loss_box_reg": 0.22202248685061932, "loss_cls": 0.16647235210984945, "loss_mask": 0.22657994367182255, "loss_rpn_cls": 0.021774254273623228, "loss_rpn_loc": 0.05735552543774247, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992591957833118, "mask_rcnn/false_negative": 0.0989990583732594, "mask_rcnn/false_positive": 0.10326331631856756, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1638662912882864, "total_loss": 0.7000357341894414} {"data_time": 0.012514733010903, "eta_seconds": 27946.540663260967, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2447764417884657, "fast_rcnn/fg_cls_accuracy": 0.7546269379844961, "iteration": 66119, "loss_box_reg": 0.2053786376491189, "loss_cls": 0.16610429249703884, "loss_mask": 0.20823391899466515, "loss_rpn_cls": 0.02096315412200056, "loss_rpn_loc": 0.05981709633488208, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013661909336139, "mask_rcnn/false_negative": 0.08077730365876926, "mask_rcnn/false_positive": 0.10367508276833218, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1747245858423412, "total_loss": 0.6565938630374148} {"data_time": 0.01361299050040543, "eta_seconds": 27923.027682262473, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2630913512032513, "fast_rcnn/fg_cls_accuracy": 0.7077590997499306, "iteration": 66139, "loss_box_reg": 0.22034808993339539, "loss_cls": 0.16264840681105852, "loss_mask": 0.23004410229623318, "loss_rpn_cls": 0.023044741014018655, "loss_rpn_loc": 0.060146552277728915, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049916833169278, "mask_rcnn/false_negative": 0.08135580816811142, "mask_rcnn/false_positive": 0.10740731417419673, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1650699148885906, "total_loss": 0.7025318056112155} {"data_time": 0.012586331460624933, "eta_seconds": 27911.363767534494, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.22934272300469483, "fast_rcnn/fg_cls_accuracy": 0.7401785714285715, "iteration": 66159, "loss_box_reg": 0.22072025574743748, "loss_cls": 0.16846377216279507, "loss_mask": 0.22878293134272099, "loss_rpn_cls": 0.020525949134025723, "loss_rpn_loc": 0.06734480895102024, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064443634596696, "mask_rcnn/false_negative": 0.07965192402854818, "mask_rcnn/false_positive": 0.10865115962944963, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1858096159994602, "total_loss": 0.7022361090639606} {"data_time": 0.011792747303843498, "eta_seconds": 27892.17628441751, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22929999112539812, "fast_rcnn/fg_cls_accuracy": 0.7615350973102996, "iteration": 66179, "loss_box_reg": 0.21507509984076023, "loss_cls": 0.16124436352401972, "loss_mask": 0.23054517339915037, "loss_rpn_cls": 0.019898087717592716, "loss_rpn_loc": 0.06588737154379487, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027436304309895, "mask_rcnn/false_negative": 0.08420463082025043, "mask_rcnn/false_positive": 0.10364857900451395, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1745053275953978, "total_loss": 0.6827362918993458} {"data_time": 0.013585139298811555, "eta_seconds": 27864.53262027353, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24385556875164952, "fast_rcnn/fg_cls_accuracy": 0.7136715859974301, "iteration": 66199, "loss_box_reg": 0.22776911780238152, "loss_cls": 0.17006326466798782, "loss_mask": 0.22172151878476143, "loss_rpn_cls": 0.0216017565689981, "loss_rpn_loc": 0.06386284716427326, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116296141439976, "mask_rcnn/false_negative": 0.08021835837670432, "mask_rcnn/false_positive": 0.08750676466611798, "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": 1.1674950660672039, "total_loss": 0.7304414895479567} {"data_time": 0.013629476306959987, "eta_seconds": 27837.862273468636, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2714285714285714, "fast_rcnn/fg_cls_accuracy": 0.7009838274932614, "iteration": 66219, "loss_box_reg": 0.21126830391585827, "loss_cls": 0.15905816294252872, "loss_mask": 0.22779654152691364, "loss_rpn_cls": 0.020700973400380462, "loss_rpn_loc": 0.05840798048302531, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088304116305443, "mask_rcnn/false_negative": 0.08456811353902503, "mask_rcnn/false_positive": 0.10412051213930411, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.1693328598048538, "total_loss": 0.6835849763592705} {"data_time": 0.01185028301551938, "eta_seconds": 27813.70975708589, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24875929498277027, "fast_rcnn/fg_cls_accuracy": 0.7337449826673965, "iteration": 66239, "loss_box_reg": 0.2354262601584196, "loss_cls": 0.16621324140578508, "loss_mask": 0.23112977668642998, "loss_rpn_cls": 0.021046765614300966, "loss_rpn_loc": 0.07143760332837701, "lr": 1e-05, "mask_rcnn/accuracy": 0.8944177177361182, "mask_rcnn/false_negative": 0.08541852292966765, "mask_rcnn/false_positive": 0.13030554519819504, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.173204888124019, "total_loss": 0.7407670908723958} {"data_time": 0.012196925701573491, "eta_seconds": 27782.699972605333, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24405357946217365, "fast_rcnn/fg_cls_accuracy": 0.7356576362895156, "iteration": 66259, "loss_box_reg": 0.21852957922965288, "loss_cls": 0.15600920841097832, "loss_mask": 0.22165953554213047, "loss_rpn_cls": 0.021296262042596936, "loss_rpn_loc": 0.0625617743935436, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971616196229736, "mask_rcnn/false_negative": 0.0871760155102772, "mask_rcnn/false_positive": 0.10323464717140804, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1957139624282718, "total_loss": 0.6934643496060744} {"data_time": 0.012011762242764235, "eta_seconds": 27755.089347576723, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2515424822175627, "fast_rcnn/fg_cls_accuracy": 0.7050646054453161, "iteration": 66279, "loss_box_reg": 0.21385320648550987, "loss_cls": 0.16179820848628879, "loss_mask": 0.228158101439476, "loss_rpn_cls": 0.018521966761909425, "loss_rpn_loc": 0.06089684902690351, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091195360815192, "mask_rcnn/false_negative": 0.08300872251370116, "mask_rcnn/false_positive": 0.09440509042183298, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1645878311246634, "total_loss": 0.6698937992332503} {"data_time": 0.012235730420798063, "eta_seconds": 27733.7858841056, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2297248803827751, "fast_rcnn/fg_cls_accuracy": 0.7485112388558053, "iteration": 66299, "loss_box_reg": 0.21035298146307468, "loss_cls": 0.15366413444280624, "loss_mask": 0.2327621765434742, "loss_rpn_cls": 0.01937584613915533, "loss_rpn_loc": 0.05683654826134443, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946094044667869, "mask_rcnn/false_negative": 0.08903292172323266, "mask_rcnn/false_positive": 0.11225324830839109, "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": 1.1663836976513267, "total_loss": 0.6792320193198975} {"data_time": 0.012230050982907414, "eta_seconds": 27720.060902684927, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.253454277870546, "fast_rcnn/fg_cls_accuracy": 0.7169065017332967, "iteration": 66319, "loss_box_reg": 0.22419040370732546, "loss_cls": 0.16463077161461115, "loss_mask": 0.2263432778418064, "loss_rpn_cls": 0.02268022595671937, "loss_rpn_loc": 0.06442589964717627, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066871373382719, "mask_rcnn/false_negative": 0.08533931115610272, "mask_rcnn/false_positive": 0.09877419358943662, "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": 1.1781416374724358, "total_loss": 0.7055176075082272} {"data_time": 0.011610918445512652, "eta_seconds": 27688.970451061614, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2586975914362176, "fast_rcnn/fg_cls_accuracy": 0.7283595641646489, "iteration": 66339, "loss_box_reg": 0.203864898532629, "loss_cls": 0.15448858262971044, "loss_mask": 0.21532122418284416, "loss_rpn_cls": 0.018777215853333473, "loss_rpn_loc": 0.060446063755080104, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031792206596949, "mask_rcnn/false_negative": 0.08282624033336351, "mask_rcnn/false_positive": 0.11367185563112939, "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": 1.1628643115982413, "total_loss": 0.6857956619933248} {"data_time": 0.012201318517327309, "eta_seconds": 27653.88620931655, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.25434455047714716, "fast_rcnn/fg_cls_accuracy": 0.7085969909575791, "iteration": 66359, "loss_box_reg": 0.21226357482373714, "loss_cls": 0.15829684864729643, "loss_mask": 0.21856800839304924, "loss_rpn_cls": 0.0208660161588341, "loss_rpn_loc": 0.057418013690039515, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049938733973915, "mask_rcnn/false_negative": 0.09189340073119842, "mask_rcnn/false_positive": 0.09361755159198024, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.170334652531892, "total_loss": 0.6917274629231542} {"data_time": 0.011981756892055273, "eta_seconds": 27624.344291212037, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.27138392857142857, "fast_rcnn/fg_cls_accuracy": 0.7119815668202765, "iteration": 66379, "loss_box_reg": 0.22056103311479092, "loss_cls": 0.1594567766878754, "loss_mask": 0.22441580519080162, "loss_rpn_cls": 0.018103279930073768, "loss_rpn_loc": 0.06721170013770461, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099161741727879, "mask_rcnn/false_negative": 0.08593517222142309, "mask_rcnn/false_positive": 0.09329153442318833, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1786224914249033, "total_loss": 0.6792864823946729} {"data_time": 0.01276113255880773, "eta_seconds": 27600.953652523458, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2935704514363885, "fast_rcnn/fg_cls_accuracy": 0.6951000388500388, "iteration": 66399, "loss_box_reg": 0.19361366797238588, "loss_cls": 0.15136353857815266, "loss_mask": 0.21510742418467999, "loss_rpn_cls": 0.01897714228834957, "loss_rpn_loc": 0.045191047014668584, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092107611543926, "mask_rcnn/false_negative": 0.08168749816076293, "mask_rcnn/false_positive": 0.10779997125150323, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.1631185074802488, "total_loss": 0.6341540863504633} {"data_time": 0.012219661846756935, "eta_seconds": 27565.432331836782, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24858706108706108, "fast_rcnn/fg_cls_accuracy": 0.715207862475173, "iteration": 66419, "loss_box_reg": 0.23284585308283567, "loss_cls": 0.1594746010378003, "loss_mask": 0.2293696328997612, "loss_rpn_cls": 0.02139114058809355, "loss_rpn_loc": 0.06263824738562107, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013603679700531, "mask_rcnn/false_negative": 0.09743426321800114, "mask_rcnn/false_positive": 0.10327914449969958, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1644491171464324, "total_loss": 0.7181278648786247} {"data_time": 0.01309323450550437, "eta_seconds": 27538.308996427804, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2550181760708077, "fast_rcnn/fg_cls_accuracy": 0.7304743345360474, "iteration": 66439, "loss_box_reg": 0.22039727214723825, "loss_cls": 0.16960248816758394, "loss_mask": 0.22786704637110233, "loss_rpn_cls": 0.02849354688078165, "loss_rpn_loc": 0.06184822437353432, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045687474731195, "mask_rcnn/false_negative": 0.08043417960289492, "mask_rcnn/false_positive": 0.1144838577726732, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1694313625339419, "total_loss": 0.7043215816374868} {"data_time": 0.012401805724948645, "eta_seconds": 27510.021583870985, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27414043634158836, "fast_rcnn/fg_cls_accuracy": 0.716954632843125, "iteration": 66459, "loss_box_reg": 0.20773634873330593, "loss_cls": 0.1516635357402265, "loss_mask": 0.23079160787165165, "loss_rpn_cls": 0.01900702583952807, "loss_rpn_loc": 0.05454880394972861, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984582142679434, "mask_rcnn/false_negative": 0.09120659788639218, "mask_rcnn/false_positive": 0.10966416206458646, "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": 1.125085078412667, "total_loss": 0.6693326893728226} {"data_time": 0.011471361620351672, "eta_seconds": 27478.420469015837, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.25874738210442694, "fast_rcnn/fg_cls_accuracy": 0.7291574551707197, "iteration": 66479, "loss_box_reg": 0.1983291245996952, "loss_cls": 0.15529928356409073, "loss_mask": 0.22390944324433804, "loss_rpn_cls": 0.021886177302803844, "loss_rpn_loc": 0.0549099815543741, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101527274602972, "mask_rcnn/false_negative": 0.08451560829952703, "mask_rcnn/false_positive": 0.10204376746889166, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1653897338546813, "total_loss": 0.6946132443845272} {"data_time": 0.01186683215200901, "eta_seconds": 27438.44972027, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28994875837603473, "fast_rcnn/fg_cls_accuracy": 0.6739023088215668, "iteration": 66499, "loss_box_reg": 0.21157853119075298, "loss_cls": 0.15256433933973312, "loss_mask": 0.22002539783716202, "loss_rpn_cls": 0.021377096185460687, "loss_rpn_loc": 0.05855313502252102, "lr": 1e-05, "mask_rcnn/accuracy": 0.8909270792138824, "mask_rcnn/false_negative": 0.09485805146592913, "mask_rcnn/false_positive": 0.12286229731041147, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1516449588816613, "total_loss": 0.6760206311009824} {"data_time": 0.01259962865151465, "eta_seconds": 27409.832843123004, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.26598639455782314, "fast_rcnn/fg_cls_accuracy": 0.6989165763813652, "iteration": 66519, "loss_box_reg": 0.21146032493561506, "loss_cls": 0.16277993563562632, "loss_mask": 0.2308276668190956, "loss_rpn_cls": 0.023281674832105637, "loss_rpn_loc": 0.06456420291215181, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005747684045788, "mask_rcnn/false_negative": 0.08575995658073288, "mask_rcnn/false_positive": 0.10725358132903262, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1418587726075202, "total_loss": 0.6816691433778033} {"data_time": 0.012469874694943428, "eta_seconds": 27380.392992049456, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.21086950345206412, "fast_rcnn/fg_cls_accuracy": 0.7779114094425967, "iteration": 66539, "loss_box_reg": 0.22800548560917377, "loss_cls": 0.16591778676956892, "loss_mask": 0.22483519092202187, "loss_rpn_cls": 0.020257446769392118, "loss_rpn_loc": 0.06404636381193995, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027617974858992, "mask_rcnn/false_negative": 0.08357289769441043, "mask_rcnn/false_positive": 0.10998340124855244, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1566812242381275, "total_loss": 0.7307238653302193} {"data_time": 0.012909987708553672, "eta_seconds": 27352.99313172698, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.25993102846167276, "fast_rcnn/fg_cls_accuracy": 0.7310110005238344, "iteration": 66559, "loss_box_reg": 0.20782514475286007, "loss_cls": 0.14915887545794249, "loss_mask": 0.23233799915760756, "loss_rpn_cls": 0.02373853523749858, "loss_rpn_loc": 0.0635943878442049, "lr": 1e-05, "mask_rcnn/accuracy": 0.8905726087249364, "mask_rcnn/false_negative": 0.09729130194864086, "mask_rcnn/false_positive": 0.12131221184554083, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1638785300310701, "total_loss": 0.686638763116207} {"data_time": 0.012313066516071558, "eta_seconds": 27336.89168262761, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.25191815856777494, "fast_rcnn/fg_cls_accuracy": 0.7069101812729999, "iteration": 66579, "loss_box_reg": 0.21850432734936476, "loss_cls": 0.16383931040763855, "loss_mask": 0.22729202918708324, "loss_rpn_cls": 0.021518421126529574, "loss_rpn_loc": 0.06786774541251361, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988684626357796, "mask_rcnn/false_negative": 0.07909494282055007, "mask_rcnn/false_positive": 0.12019485636067585, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1712923203594983, "total_loss": 0.6907585152584943} {"data_time": 0.012629999313503504, "eta_seconds": 27312.898512370884, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.30655524588017435, "fast_rcnn/fg_cls_accuracy": 0.6771992667552047, "iteration": 66599, "loss_box_reg": 0.20624791644513607, "loss_cls": 0.15508836414664984, "loss_mask": 0.2271797861903906, "loss_rpn_cls": 0.02096087537938729, "loss_rpn_loc": 0.06732851767446846, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047950414762016, "mask_rcnn/false_negative": 0.08873945647336781, "mask_rcnn/false_positive": 0.1014023248783863, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1589029657188803, "total_loss": 0.6746411478379741} {"data_time": 0.01263783685863018, "eta_seconds": 27282.71571116522, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2566891891891892, "fast_rcnn/fg_cls_accuracy": 0.6924124513618677, "iteration": 66619, "loss_box_reg": 0.21157019957900047, "loss_cls": 0.17259487509727478, "loss_mask": 0.21842251531779766, "loss_rpn_cls": 0.0214299989893334, "loss_rpn_loc": 0.06888683326542377, "lr": 1e-05, "mask_rcnn/accuracy": 0.91079610664238, "mask_rcnn/false_negative": 0.0751130981517555, "mask_rcnn/false_positive": 0.10526741000746084, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1574409811291844, "total_loss": 0.6834226925857365} {"data_time": 0.011309609981253743, "eta_seconds": 27259.377203285694, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2976639210758993, "fast_rcnn/fg_cls_accuracy": 0.6927209077740222, "iteration": 66639, "loss_box_reg": 0.2241524849087, "loss_cls": 0.15514761861413717, "loss_mask": 0.2256075143814087, "loss_rpn_cls": 0.020185749977827072, "loss_rpn_loc": 0.05992004927247763, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058238835465002, "mask_rcnn/false_negative": 0.09287458765072452, "mask_rcnn/false_positive": 0.10820994977041491, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1566677882801741, "total_loss": 0.7115464765811339} {"data_time": 0.013424324570223689, "eta_seconds": 27236.29947502166, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23273209549071616, "fast_rcnn/fg_cls_accuracy": 0.7449408133765676, "iteration": 66659, "loss_box_reg": 0.19564857333898544, "loss_cls": 0.14170018956065178, "loss_mask": 0.22294318862259388, "loss_rpn_cls": 0.021453286055475473, "loss_rpn_loc": 0.05841731152031571, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081070884902105, "mask_rcnn/false_negative": 0.0871660362905553, "mask_rcnn/false_positive": 0.0925013585609627, "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": 1.169469852000475, "total_loss": 0.6549727319506928} {"data_time": 0.01166023244149983, "eta_seconds": 27220.86421519518, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2385878489326765, "fast_rcnn/fg_cls_accuracy": 0.73206340378198, "iteration": 66679, "loss_box_reg": 0.2331436313688755, "loss_cls": 0.17171414103358984, "loss_mask": 0.22529480420053005, "loss_rpn_cls": 0.020483791478909552, "loss_rpn_loc": 0.061733274487778544, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027806495709758, "mask_rcnn/false_negative": 0.08876087254268317, "mask_rcnn/false_positive": 0.10711696670545662, "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": 1.1729002555366606, "total_loss": 0.7178311996394768} {"data_time": 0.01131446985527873, "eta_seconds": 27196.17672385648, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26473348348348347, "fast_rcnn/fg_cls_accuracy": 0.7082614942528735, "iteration": 66699, "loss_box_reg": 0.21808016672730446, "loss_cls": 0.1621048953384161, "loss_mask": 0.21277397871017456, "loss_rpn_cls": 0.01923124780296348, "loss_rpn_loc": 0.064078492927365, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018532349416334, "mask_rcnn/false_negative": 0.08196375966252234, "mask_rcnn/false_positive": 0.10573265461004966, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 1.1559370269533247, "total_loss": 0.6866058216546662} {"data_time": 0.012506132945418358, "eta_seconds": 27174.173195958138, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2301787274071088, "fast_rcnn/fg_cls_accuracy": 0.7460427853615406, "iteration": 66719, "loss_box_reg": 0.23642642609775066, "loss_cls": 0.17713502515107393, "loss_mask": 0.22671052254736423, "loss_rpn_cls": 0.021284182090312243, "loss_rpn_loc": 0.05801627051550895, "lr": 1e-05, "mask_rcnn/accuracy": 0.9118109439148058, "mask_rcnn/false_negative": 0.0795638908231126, "mask_rcnn/false_positive": 0.09890903125279216, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.182414281880483, "total_loss": 0.716276150313206} {"data_time": 0.012518992647528648, "eta_seconds": 27150.827686339617, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.26041855572884554, "fast_rcnn/fg_cls_accuracy": 0.722026879199875, "iteration": 66739, "loss_box_reg": 0.21271798759698868, "loss_cls": 0.15487771201878786, "loss_mask": 0.22313161380589008, "loss_rpn_cls": 0.01862705481471494, "loss_rpn_loc": 0.05620883184019476, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089622970309208, "mask_rcnn/false_negative": 0.08382096908906292, "mask_rcnn/false_positive": 0.1051841087485606, "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": 1.1727020831312984, "total_loss": 0.6786441881849896} {"data_time": 0.012660601874813437, "eta_seconds": 27126.143650747836, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.2854997854997855, "fast_rcnn/fg_cls_accuracy": 0.7063661301447398, "iteration": 66759, "loss_box_reg": 0.23915537633001804, "loss_cls": 0.17784884572029114, "loss_mask": 0.22640077024698257, "loss_rpn_cls": 0.02116445713909343, "loss_rpn_loc": 0.06675075448583812, "lr": 1e-05, "mask_rcnn/accuracy": 0.8951602138021629, "mask_rcnn/false_negative": 0.10390662531034803, "mask_rcnn/false_positive": 0.10730548178321919, "roi_head/num_bg_samples": 425.625, "roi_head/num_fg_samples": 86.375, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 1.1630709350574762, "total_loss": 0.7391329606762156} {"data_time": 0.011823528911918402, "eta_seconds": 27104.136667102575, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2564190345771996, "fast_rcnn/fg_cls_accuracy": 0.7145672900623395, "iteration": 66779, "loss_box_reg": 0.21345540136098862, "loss_cls": 0.1647798828780651, "loss_mask": 0.22203691862523556, "loss_rpn_cls": 0.01820738980313763, "loss_rpn_loc": 0.06676051812246442, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999762560303625, "mask_rcnn/false_negative": 0.0884375838314343, "mask_rcnn/false_positive": 0.1304028698251336, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1749839901458472, "total_loss": 0.6779612616519444} {"data_time": 0.013162004062905908, "eta_seconds": 27076.37208290398, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.2558139534883721, "fast_rcnn/fg_cls_accuracy": 0.7202534760674295, "iteration": 66799, "loss_box_reg": 0.22877608984708786, "loss_cls": 0.17247861810028553, "loss_mask": 0.22520509362220764, "loss_rpn_cls": 0.02586435410194099, "loss_rpn_loc": 0.07135673542506993, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990846080721584, "mask_rcnn/false_negative": 0.10106715870760566, "mask_rcnn/false_positive": 0.10937707599731916, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1721252298448235, "total_loss": 0.7152270819642581} {"data_time": 0.011337606003507972, "eta_seconds": 27050.643283398822, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23014782350319418, "fast_rcnn/fg_cls_accuracy": 0.7533427425345417, "iteration": 66819, "loss_box_reg": 0.19332110043615103, "loss_cls": 0.15525754541158676, "loss_mask": 0.19857428781688213, "loss_rpn_cls": 0.01981509567121975, "loss_rpn_loc": 0.05786414665635675, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065637677152123, "mask_rcnn/false_negative": 0.09720413853295351, "mask_rcnn/false_positive": 0.09245587018083049, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1406330473255366, "total_loss": 0.6379904203349724} {"data_time": 0.012502893339842558, "eta_seconds": 27025.223794402555, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.26924823983647517, "fast_rcnn/fg_cls_accuracy": 0.7041683042927639, "iteration": 66839, "loss_box_reg": 0.21351039968430996, "loss_cls": 0.17271878942847252, "loss_mask": 0.228098651394248, "loss_rpn_cls": 0.025304705792223103, "loss_rpn_loc": 0.06375982565805316, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028954528822579, "mask_rcnn/false_negative": 0.08642844542938125, "mask_rcnn/false_positive": 0.10465760610148322, "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": 1.1364887761883438, "total_loss": 0.6859649809339317} {"data_time": 0.012742379447445273, "eta_seconds": 26987.634984957986, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2214238026634808, "fast_rcnn/fg_cls_accuracy": 0.7673046848439519, "iteration": 66859, "loss_box_reg": 0.22302428539842367, "loss_cls": 0.15613147895783186, "loss_mask": 0.22276892885565758, "loss_rpn_cls": 0.019494826963637024, "loss_rpn_loc": 0.06538561498746276, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049700502691036, "mask_rcnn/false_negative": 0.08541497673124819, "mask_rcnn/false_positive": 0.10675575601380177, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1705839310307056, "total_loss": 0.7009301431826316} {"data_time": 0.011565683409571648, "eta_seconds": 26964.309457745403, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21557067271352987, "fast_rcnn/fg_cls_accuracy": 0.7753055693822244, "iteration": 66879, "loss_box_reg": 0.20509586669504642, "loss_cls": 0.15289950463920832, "loss_mask": 0.2282826043665409, "loss_rpn_cls": 0.019521839800290763, "loss_rpn_loc": 0.06782344868406653, "lr": 1e-05, "mask_rcnn/accuracy": 0.8957991595382266, "mask_rcnn/false_negative": 0.09610262840203976, "mask_rcnn/false_positive": 0.09984605098351786, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.176116016926244, "total_loss": 0.688566156080924} {"data_time": 0.01246301713399589, "eta_seconds": 26944.69380802475, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.23012218282045682, "fast_rcnn/fg_cls_accuracy": 0.7367624640054203, "iteration": 66899, "loss_box_reg": 0.2236699014902115, "loss_cls": 0.16869698651134968, "loss_mask": 0.2210203092545271, "loss_rpn_cls": 0.021213782078120857, "loss_rpn_loc": 0.07083595404401422, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020962520204456, "mask_rcnn/false_negative": 0.0896270957293965, "mask_rcnn/false_positive": 0.1098273544799856, "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": 1.1345015310216695, "total_loss": 0.7078439851757139} {"data_time": 0.013609800953418016, "eta_seconds": 26931.872416874394, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.23873737373737375, "fast_rcnn/fg_cls_accuracy": 0.743704957888339, "iteration": 66919, "loss_box_reg": 0.21746853832155466, "loss_cls": 0.16294967383146286, "loss_mask": 0.22423617728054523, "loss_rpn_cls": 0.025124803854851052, "loss_rpn_loc": 0.07219891133718193, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053000796968769, "mask_rcnn/false_negative": 0.08218270811638381, "mask_rcnn/false_positive": 0.11655330537136817, "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": 1.1856845724396408, "total_loss": 0.712887421133928} {"data_time": 0.011223116423934698, "eta_seconds": 26898.036329569295, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.28276453171263827, "fast_rcnn/fg_cls_accuracy": 0.6979507558048933, "iteration": 66939, "loss_box_reg": 0.20135426335036755, "loss_cls": 0.15882098581641912, "loss_mask": 0.22652698121964931, "loss_rpn_cls": 0.022981473011896014, "loss_rpn_loc": 0.050480815349146724, "lr": 1e-05, "mask_rcnn/accuracy": 0.897292348014588, "mask_rcnn/false_negative": 0.09432652744196435, "mask_rcnn/false_positive": 0.11107073878914245, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.153804081492126, "total_loss": 0.6650897910585627} {"data_time": 0.01239866204559803, "eta_seconds": 26871.007348895073, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25927690939128223, "fast_rcnn/fg_cls_accuracy": 0.7248731459797033, "iteration": 66959, "loss_box_reg": 0.21469071507453918, "loss_cls": 0.1592534501105547, "loss_mask": 0.23060829564929008, "loss_rpn_cls": 0.019379529810976237, "loss_rpn_loc": 0.05511888163164258, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023435347486264, "mask_rcnn/false_negative": 0.0929242206798791, "mask_rcnn/false_positive": 0.10618956507950442, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1574000662658364, "total_loss": 0.6890778395463713} {"data_time": 0.011184094473719597, "eta_seconds": 26861.858883728273, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.25173392915328396, "fast_rcnn/fg_cls_accuracy": 0.7461015686822139, "iteration": 66979, "loss_box_reg": 0.20078562945127487, "loss_cls": 0.15921655669808388, "loss_mask": 0.21588108129799366, "loss_rpn_cls": 0.021195253706537187, "loss_rpn_loc": 0.06336181750521064, "lr": 1e-05, "mask_rcnn/accuracy": 0.8943812862430026, "mask_rcnn/false_negative": 0.08279015445493523, "mask_rcnn/false_positive": 0.12105687173650259, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1731682096142322, "total_loss": 0.6579441801004577} {"data_time": 0.012567942962050438, "eta_seconds": 26828.050111886114, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.21180525132159234, "fast_rcnn/fg_cls_accuracy": 0.779363445194077, "iteration": 66999, "loss_box_reg": 0.22495720442384481, "loss_cls": 0.17496455274522305, "loss_mask": 0.22879903949797153, "loss_rpn_cls": 0.025476749171502888, "loss_rpn_loc": 0.06770241586491466, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102880049616502, "mask_rcnn/false_negative": 0.09930871759467666, "mask_rcnn/false_positive": 0.09704811387133772, "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": 1.1446923839394003, "total_loss": 0.7213654865918215} {"data_time": 0.012841130839660764, "eta_seconds": 26797.597208088264, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.25968081157985895, "fast_rcnn/fg_cls_accuracy": 0.7170141036743782, "iteration": 67019, "loss_box_reg": 0.21841316111385822, "loss_cls": 0.15907140634953976, "loss_mask": 0.2322776336222887, "loss_rpn_cls": 0.02036811447760556, "loss_rpn_loc": 0.059201150201261044, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017986054070751, "mask_rcnn/false_negative": 0.07968093128171508, "mask_rcnn/false_positive": 0.11258712094559617, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.160964142298326, "total_loss": 0.6989048160612583} {"data_time": 0.012572105508297682, "eta_seconds": 26774.27466917783, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2652590661065237, "fast_rcnn/fg_cls_accuracy": 0.7050135029905397, "iteration": 67039, "loss_box_reg": 0.22539666295051575, "loss_cls": 0.16333366697654128, "loss_mask": 0.24244179762899876, "loss_rpn_cls": 0.021873596648219973, "loss_rpn_loc": 0.06276791985146701, "lr": 1e-05, "mask_rcnn/accuracy": 0.8887740007245502, "mask_rcnn/false_negative": 0.10738445412444704, "mask_rcnn/false_positive": 0.10988477418407004, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.171049848664552, "total_loss": 0.698003692610655} {"data_time": 0.014255734160542488, "eta_seconds": 26749.958871444687, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25319914689416156, "fast_rcnn/fg_cls_accuracy": 0.7188823721081785, "iteration": 67059, "loss_box_reg": 0.2049464201554656, "loss_cls": 0.1632908657193184, "loss_mask": 0.2224914412945509, "loss_rpn_cls": 0.022539236932061613, "loss_rpn_loc": 0.06774635752663016, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038699000410062, "mask_rcnn/false_negative": 0.09001259722013077, "mask_rcnn/false_positive": 0.10845449379495983, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1555942974518985, "total_loss": 0.6921441731974483} {"data_time": 0.011689765378832817, "eta_seconds": 26718.63092271611, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.219622473954385, "fast_rcnn/fg_cls_accuracy": 0.7666077403876508, "iteration": 67079, "loss_box_reg": 0.19530755747109652, "loss_cls": 0.14932935731485486, "loss_mask": 0.22256349585950375, "loss_rpn_cls": 0.017693671863526106, "loss_rpn_loc": 0.060021545039489865, "lr": 1e-05, "mask_rcnn/accuracy": 0.909037033993219, "mask_rcnn/false_negative": 0.07999538052293884, "mask_rcnn/false_positive": 0.11534272843803728, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.1557709723711014, "total_loss": 0.6581615516624879} {"data_time": 0.011549938004463911, "eta_seconds": 26704.30705244653, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2997175141242938, "fast_rcnn/fg_cls_accuracy": 0.6678326810176125, "iteration": 67099, "loss_box_reg": 0.2264583706855774, "loss_cls": 0.18035829346626997, "loss_mask": 0.22458067536354065, "loss_rpn_cls": 0.023097294906619936, "loss_rpn_loc": 0.060003730934113264, "lr": 1e-05, "mask_rcnn/accuracy": 0.8974883569582799, "mask_rcnn/false_negative": 0.09066102842205229, "mask_rcnn/false_positive": 0.11295477835515083, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1702257164288312, "total_loss": 0.7279537429567426} {"data_time": 0.012239415664225817, "eta_seconds": 26680.984513536096, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2976143403189666, "fast_rcnn/fg_cls_accuracy": 0.6801985852994157, "iteration": 67119, "loss_box_reg": 0.21699286438524723, "loss_cls": 0.17017521522939205, "loss_mask": 0.219132324680686, "loss_rpn_cls": 0.021243081137072295, "loss_rpn_loc": 0.059066405054181814, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993364187389552, "mask_rcnn/false_negative": 0.09187757892985765, "mask_rcnn/false_positive": 0.11390349558762, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1710645675193518, "total_loss": 0.696759189479053} {"data_time": 0.011341427685692906, "eta_seconds": 26657.661974625662, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23943903442600467, "fast_rcnn/fg_cls_accuracy": 0.727020202020202, "iteration": 67139, "loss_box_reg": 0.2252405881881714, "loss_cls": 0.16873862594366074, "loss_mask": 0.23040725104510784, "loss_rpn_cls": 0.022292142501100898, "loss_rpn_loc": 0.06436519476119429, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081733544058366, "mask_rcnn/false_negative": 0.08061024420922938, "mask_rcnn/false_positive": 0.09855241593626471, "roi_head/num_bg_samples": 428.875, "roi_head/num_fg_samples": 83.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1586347660049796, "total_loss": 0.7214352553710341} {"data_time": 0.01248479844070971, "eta_seconds": 26617.731114178896, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2565987428128817, "fast_rcnn/fg_cls_accuracy": 0.7104590211673917, "iteration": 67159, "loss_box_reg": 0.1988904937170446, "loss_cls": 0.15509970486164093, "loss_mask": 0.22210459783673286, "loss_rpn_cls": 0.019496207765769213, "loss_rpn_loc": 0.0590166246984154, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972499169274222, "mask_rcnn/false_negative": 0.08557385862230862, "mask_rcnn/false_positive": 0.10757359785144464, "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": 1.157726724166423, "total_loss": 0.6572776059547323} {"data_time": 0.012507034232839942, "eta_seconds": 26599.624375347048, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27351516191632896, "fast_rcnn/fg_cls_accuracy": 0.7068187819045942, "iteration": 67179, "loss_box_reg": 0.2293418124318123, "loss_cls": 0.1651188638061285, "loss_mask": 0.23122921399772167, "loss_rpn_cls": 0.02195044793188572, "loss_rpn_loc": 0.06261643196921796, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958484082953571, "mask_rcnn/false_negative": 0.09271334415372168, "mask_rcnn/false_positive": 0.11162676318795406, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1739499657414854, "total_loss": 0.7060045860125683} {"data_time": 0.01240499783307314, "eta_seconds": 26586.257246229798, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26875458547322084, "fast_rcnn/fg_cls_accuracy": 0.6970560843195602, "iteration": 67199, "loss_box_reg": 0.20440860651433468, "loss_cls": 0.15389201324433088, "loss_mask": 0.22982598841190338, "loss_rpn_cls": 0.021645696368068457, "loss_rpn_loc": 0.06653158983681351, "lr": 1e-05, "mask_rcnn/accuracy": 0.8881119667111765, "mask_rcnn/false_negative": 0.08623867443015382, "mask_rcnn/false_positive": 0.12188285465443571, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1711202750448138, "total_loss": 0.6541390102938749} {"data_time": 0.011653121560811996, "eta_seconds": 26564.371818983927, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.26766589930937845, "fast_rcnn/fg_cls_accuracy": 0.7062345034581756, "iteration": 67219, "loss_box_reg": 0.24545570090413094, "loss_cls": 0.17587273102253675, "loss_mask": 0.2353108935058117, "loss_rpn_cls": 0.02100982697447762, "loss_rpn_loc": 0.06575796706601977, "lr": 1e-05, "mask_rcnn/accuracy": 0.894964605804766, "mask_rcnn/false_negative": 0.09395358216946896, "mask_rcnn/false_positive": 0.13435068422697716, "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": 1.1777366385795176, "total_loss": 0.7719285506173037} {"data_time": 0.011866538086906075, "eta_seconds": 26541.049280073494, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2440496333897349, "fast_rcnn/fg_cls_accuracy": 0.7405879951000409, "iteration": 67239, "loss_box_reg": 0.23602551128715277, "loss_cls": 0.17127804178744555, "loss_mask": 0.2372379321604967, "loss_rpn_cls": 0.021732894063461572, "loss_rpn_loc": 0.06721622333861887, "lr": 1e-05, "mask_rcnn/accuracy": 0.8951874018838304, "mask_rcnn/false_negative": 0.09285500540861018, "mask_rcnn/false_positive": 0.11402932394633714, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1754257280845195, "total_loss": 0.7091961517871823} {"data_time": 0.013931599212810397, "eta_seconds": 26493.298887130804, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.25904323630136983, "fast_rcnn/fg_cls_accuracy": 0.707549481219507, "iteration": 67259, "loss_box_reg": 0.22810149658471346, "loss_cls": 0.1774055054411292, "loss_mask": 0.23994280584156513, "loss_rpn_cls": 0.02391936449566856, "loss_rpn_loc": 0.06313435989432037, "lr": 1e-05, "mask_rcnn/accuracy": 0.8945736539296569, "mask_rcnn/false_negative": 0.0986135754918441, "mask_rcnn/false_positive": 0.11093899223163353, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.147782719694078, "total_loss": 0.7167686389293522} {"data_time": 0.011883138446137309, "eta_seconds": 26465.24538613856, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25348640653613186, "fast_rcnn/fg_cls_accuracy": 0.7179023508137432, "iteration": 67279, "loss_box_reg": 0.20581786893308163, "loss_cls": 0.15984062664210796, "loss_mask": 0.22832078486680984, "loss_rpn_cls": 0.025989494752138853, "loss_rpn_loc": 0.061083797831088305, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100582065000777, "mask_rcnn/false_negative": 0.08685733839393296, "mask_rcnn/false_positive": 0.10350407722775701, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1437582233920693, "total_loss": 0.7007943551288918} {"data_time": 0.01267412188462913, "eta_seconds": 26429.812490125187, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.25351971037811744, "fast_rcnn/fg_cls_accuracy": 0.7263757501780084, "iteration": 67299, "loss_box_reg": 0.198204779997468, "loss_cls": 0.14915401488542557, "loss_mask": 0.2227366827428341, "loss_rpn_cls": 0.020385695970617235, "loss_rpn_loc": 0.04705130681395531, "lr": 1e-05, "mask_rcnn/accuracy": 0.8962851000258636, "mask_rcnn/false_negative": 0.10120088107155258, "mask_rcnn/false_positive": 0.11486235605252577, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.146473566070199, "total_loss": 0.6430759883078281} {"data_time": 0.012520781951025128, "eta_seconds": 26393.85462728329, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2702268902325001, "fast_rcnn/fg_cls_accuracy": 0.7265574729453057, "iteration": 67319, "loss_box_reg": 0.22687309328466654, "loss_cls": 0.1696434747427702, "loss_mask": 0.22350868582725525, "loss_rpn_cls": 0.02198204380692914, "loss_rpn_loc": 0.061888743890449405, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065427821318641, "mask_rcnn/false_negative": 0.09060283349911602, "mask_rcnn/false_positive": 0.09709142526144521, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1556736431084573, "total_loss": 0.6815408237744123} {"data_time": 0.011263018241152167, "eta_seconds": 26376.287111295387, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2341000807102502, "fast_rcnn/fg_cls_accuracy": 0.7527154471544715, "iteration": 67339, "loss_box_reg": 0.226979642175138, "loss_cls": 0.16095575410872698, "loss_mask": 0.2312925737351179, "loss_rpn_cls": 0.022539190016686916, "loss_rpn_loc": 0.06729980697855353, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091351997494777, "mask_rcnn/false_negative": 0.08306121273712051, "mask_rcnn/false_positive": 0.09209333166524664, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1759809385985136, "total_loss": 0.7195279328734614} {"data_time": 0.013036070624366403, "eta_seconds": 26337.19258511439, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2713317482106089, "fast_rcnn/fg_cls_accuracy": 0.6900035606195478, "iteration": 67359, "loss_box_reg": 0.20660333521664143, "loss_cls": 0.14939342252910137, "loss_mask": 0.21094363369047642, "loss_rpn_cls": 0.021653851494193077, "loss_rpn_loc": 0.06059175357222557, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050390734861979, "mask_rcnn/false_negative": 0.08093513270907275, "mask_rcnn/false_positive": 0.10538885324995437, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1434064519125968, "total_loss": 0.6672364239930175} {"data_time": 0.011883482802659273, "eta_seconds": 26307.171019236557, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.26335761991499695, "fast_rcnn/fg_cls_accuracy": 0.7287037037037037, "iteration": 67379, "loss_box_reg": 0.21420876681804657, "loss_cls": 0.15971719985827804, "loss_mask": 0.23258390836417675, "loss_rpn_cls": 0.023328357667196542, "loss_rpn_loc": 0.07254448905587196, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049569651516134, "mask_rcnn/false_negative": 0.08066126743218, "mask_rcnn/false_positive": 0.11952074172539126, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.156204346101731, "total_loss": 0.7038055642042309} {"data_time": 0.012752499431371689, "eta_seconds": 26277.086747810245, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.26198054818744476, "fast_rcnn/fg_cls_accuracy": 0.7160396773657501, "iteration": 67399, "loss_box_reg": 0.22888164408504963, "loss_cls": 0.16479709185659885, "loss_mask": 0.22578752413392067, "loss_rpn_cls": 0.022212076582945883, "loss_rpn_loc": 0.06728422548621893, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977796427071347, "mask_rcnn/false_negative": 0.08778658835973023, "mask_rcnn/false_positive": 0.10949764969024756, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.158965250942856, "total_loss": 0.6979040234000422} {"data_time": 0.012583504430949688, "eta_seconds": 26270.16929856036, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2549945060433523, "fast_rcnn/fg_cls_accuracy": 0.7275913404875629, "iteration": 67419, "loss_box_reg": 0.20610938034951687, "loss_cls": 0.1595347784459591, "loss_mask": 0.22771499305963516, "loss_rpn_cls": 0.023357248574029654, "loss_rpn_loc": 0.06697161099873483, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116020687213483, "mask_rcnn/false_negative": 0.08885466116672083, "mask_rcnn/false_positive": 0.11612506916730289, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1747464460786432, "total_loss": 0.6649789472285192} {"data_time": 0.012579238740727305, "eta_seconds": 26227.890497222543, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2905462184873949, "fast_rcnn/fg_cls_accuracy": 0.6674700435729848, "iteration": 67439, "loss_box_reg": 0.22372279688715935, "loss_cls": 0.17581602931022644, "loss_mask": 0.2309251930564642, "loss_rpn_cls": 0.022933390515390784, "loss_rpn_loc": 0.06985113373957574, "lr": 1e-05, "mask_rcnn/accuracy": 0.895215537493006, "mask_rcnn/false_negative": 0.08874068906909158, "mask_rcnn/false_positive": 0.10691783042983455, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.1236081328243017, "total_loss": 0.7362994374707341} {"data_time": 0.011634033406153321, "eta_seconds": 26210.65714678727, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2921417885638298, "fast_rcnn/fg_cls_accuracy": 0.6834441380391486, "iteration": 67459, "loss_box_reg": 0.21886023879051208, "loss_cls": 0.16865736851468682, "loss_mask": 0.22400116175413132, "loss_rpn_cls": 0.02050918259192258, "loss_rpn_loc": 0.06930420082062483, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005903741864845, "mask_rcnn/false_negative": 0.09331964688661876, "mask_rcnn/false_positive": 0.1231335745886274, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.161203250521794, "total_loss": 0.6910472479503369} {"data_time": 0.01287831156514585, "eta_seconds": 26199.68939088285, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2597305389221557, "fast_rcnn/fg_cls_accuracy": 0.7073800464495725, "iteration": 67479, "loss_box_reg": 0.22563732042908669, "loss_cls": 0.16624051798135042, "loss_mask": 0.22881265729665756, "loss_rpn_cls": 0.022332642343826592, "loss_rpn_loc": 0.060042974073439837, "lr": 1e-05, "mask_rcnn/accuracy": 0.897150179516251, "mask_rcnn/false_negative": 0.08919783120867111, "mask_rcnn/false_positive": 0.10140492697643465, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.1779441081453115, "total_loss": 0.694594111177139} {"data_time": 0.011988601880148053, "eta_seconds": 26178.89531131368, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.26755907812557067, "fast_rcnn/fg_cls_accuracy": 0.6923169267707083, "iteration": 67499, "loss_box_reg": 0.23586809262633324, "loss_cls": 0.17810556944459677, "loss_mask": 0.2321188561618328, "loss_rpn_cls": 0.02837336005177349, "loss_rpn_loc": 0.06834164680913091, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011736098518996, "mask_rcnn/false_negative": 0.09123051327930559, "mask_rcnn/false_positive": 0.10977424969022463, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1786178713664412, "total_loss": 0.7284956393414177} {"data_time": 0.012368777533993125, "eta_seconds": 26153.82665330544, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24802208311597984, "fast_rcnn/fg_cls_accuracy": 0.7328754988624072, "iteration": 67519, "loss_box_reg": 0.21803097520023584, "loss_cls": 0.16092835366725922, "loss_mask": 0.22480547614395618, "loss_rpn_cls": 0.020232306327670813, "loss_rpn_loc": 0.05893716309219599, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029747119712547, "mask_rcnn/false_negative": 0.07448023790930576, "mask_rcnn/false_positive": 0.10934374693680209, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1503472637850791, "total_loss": 0.6757647042977624} {"data_time": 0.012639109510928392, "eta_seconds": 26136.097848303616, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.31525300327630146, "fast_rcnn/fg_cls_accuracy": 0.6626478196600147, "iteration": 67539, "loss_box_reg": 0.22337119281291962, "loss_cls": 0.1676902463659644, "loss_mask": 0.2249756921082735, "loss_rpn_cls": 0.017758866859367117, "loss_rpn_loc": 0.062430938240140676, "lr": 1e-05, "mask_rcnn/accuracy": 0.893863458659377, "mask_rcnn/false_negative": 0.10246584204261573, "mask_rcnn/false_positive": 0.1027246338998552, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.1711346448864788, "total_loss": 0.6993590862257406} {"data_time": 0.010963936103507876, "eta_seconds": 26115.302413338795, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.26986419886600643, "fast_rcnn/fg_cls_accuracy": 0.7250892857142857, "iteration": 67559, "loss_box_reg": 0.23103175312280655, "loss_cls": 0.17409450933337212, "loss_mask": 0.22557491436600685, "loss_rpn_cls": 0.020863377605564892, "loss_rpn_loc": 0.07047957228496671, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020336073283518, "mask_rcnn/false_negative": 0.09090918342115267, "mask_rcnn/false_positive": 0.11317286641039179, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1710247774608433, "total_loss": 0.7393219721270725} {"data_time": 0.011199941392987967, "eta_seconds": 26082.097149281763, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24353991218599297, "fast_rcnn/fg_cls_accuracy": 0.7511961926895538, "iteration": 67579, "loss_box_reg": 0.20980827137827873, "loss_cls": 0.14467578381299973, "loss_mask": 0.2262406200170517, "loss_rpn_cls": 0.021810099249705672, "loss_rpn_loc": 0.05784112261608243, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102584717676181, "mask_rcnn/false_negative": 0.08192146328395525, "mask_rcnn/false_positive": 0.10384524929384908, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1561102780979127, "total_loss": 0.6737124723149464} {"data_time": 0.011795456288382411, "eta_seconds": 26061.989553272724, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2852105443341322, "fast_rcnn/fg_cls_accuracy": 0.6869976583760522, "iteration": 67599, "loss_box_reg": 0.22772696428000927, "loss_cls": 0.17537313140928745, "loss_mask": 0.22266723401844501, "loss_rpn_cls": 0.019331467570737004, "loss_rpn_loc": 0.05488559463992715, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946364998286289, "mask_rcnn/false_negative": 0.08289267947672802, "mask_rcnn/false_positive": 0.12249674966152779, "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": 1.180608336115256, "total_loss": 0.711098893720191} {"data_time": 0.011186191579326987, "eta_seconds": 26045.475401538424, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20246282774349816, "fast_rcnn/fg_cls_accuracy": 0.7720731672839332, "iteration": 67619, "loss_box_reg": 0.21458694152534008, "loss_cls": 0.14983024168759584, "loss_mask": 0.22234719060361385, "loss_rpn_cls": 0.01997002196367248, "loss_rpn_loc": 0.05915131140500307, "lr": 1e-05, "mask_rcnn/accuracy": 0.904523882557122, "mask_rcnn/false_negative": 0.08622444510554225, "mask_rcnn/false_positive": 0.10987196898276799, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.176532998913899, "total_loss": 0.6643851804547012} {"data_time": 0.013005726505070925, "eta_seconds": 26026.41816577874, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.21981914717106354, "fast_rcnn/fg_cls_accuracy": 0.7612466124661247, "iteration": 67639, "loss_box_reg": 0.21380565315485, "loss_cls": 0.15634980238974094, "loss_mask": 0.2241784892976284, "loss_rpn_cls": 0.025503554032184184, "loss_rpn_loc": 0.061373923905193806, "lr": 1e-05, "mask_rcnn/accuracy": 0.903361433963182, "mask_rcnn/false_negative": 0.09203516194966152, "mask_rcnn/false_positive": 0.1113203680228351, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1626985587645322, "total_loss": 0.6901301793986931} {"data_time": 0.013674252899363637, "eta_seconds": 25996.45707618445, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.27386237513873474, "fast_rcnn/fg_cls_accuracy": 0.7190675433353257, "iteration": 67659, "loss_box_reg": 0.2048852276057005, "loss_cls": 0.14232412446290255, "loss_mask": 0.230514258146286, "loss_rpn_cls": 0.02143250493099913, "loss_rpn_loc": 0.05778816621750593, "lr": 1e-05, "mask_rcnn/accuracy": 0.8954747378857423, "mask_rcnn/false_negative": 0.08233380807327818, "mask_rcnn/false_positive": 0.11620786585460732, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1597217074595392, "total_loss": 0.6631560936802998} {"data_time": 0.012625759234651923, "eta_seconds": 25969.76124353707, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2302070720798636, "fast_rcnn/fg_cls_accuracy": 0.7490632127728902, "iteration": 67679, "loss_box_reg": 0.21539543010294437, "loss_cls": 0.161059251986444, "loss_mask": 0.23489644937217236, "loss_rpn_cls": 0.024093750049360096, "loss_rpn_loc": 0.06545126670971513, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067550213879463, "mask_rcnn/false_negative": 0.08535713157624908, "mask_rcnn/false_positive": 0.11067983223503955, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1684295425657183, "total_loss": 0.6952429641969502} {"data_time": 0.01205529342405498, "eta_seconds": 25946.490848157555, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2561979272505588, "fast_rcnn/fg_cls_accuracy": 0.7420933224976296, "iteration": 67699, "loss_box_reg": 0.20623457338660955, "loss_cls": 0.1589212017133832, "loss_mask": 0.21791482158005238, "loss_rpn_cls": 0.020779154714546166, "loss_rpn_loc": 0.05546899442560971, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045603988410869, "mask_rcnn/false_negative": 0.08451675982534133, "mask_rcnn/false_positive": 0.10714082710442938, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1594608703162521, "total_loss": 0.670013896364253} {"data_time": 0.011882117483764887, "eta_seconds": 25917.67167897895, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23927696078431374, "fast_rcnn/fg_cls_accuracy": 0.7332015353311135, "iteration": 67719, "loss_box_reg": 0.2075795941054821, "loss_cls": 0.16217715479433537, "loss_mask": 0.22609254717826843, "loss_rpn_cls": 0.018973314785398543, "loss_rpn_loc": 0.05269368342123926, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044729887552967, "mask_rcnn/false_negative": 0.08721189202339077, "mask_rcnn/false_positive": 0.10938322958237065, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1647675905842334, "total_loss": 0.6797363414661959} {"data_time": 0.011729547521099448, "eta_seconds": 25895.962646878324, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2543913398692811, "fast_rcnn/fg_cls_accuracy": 0.7248481781376518, "iteration": 67739, "loss_box_reg": 0.22308492846786976, "loss_cls": 0.1588434660807252, "loss_mask": 0.23056044336408377, "loss_rpn_cls": 0.02009012340568006, "loss_rpn_loc": 0.06626655370928347, "lr": 1e-05, "mask_rcnn/accuracy": 0.9146323776809222, "mask_rcnn/false_negative": 0.08311305242289661, "mask_rcnn/false_positive": 0.09033711509575953, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1774217844940722, "total_loss": 0.7006755155744031} {"data_time": 0.011811728589236736, "eta_seconds": 25871.140850111842, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24026145012231587, "fast_rcnn/fg_cls_accuracy": 0.7228218210361068, "iteration": 67759, "loss_box_reg": 0.19209081679582596, "loss_cls": 0.15415980014950037, "loss_mask": 0.21962485648691654, "loss_rpn_cls": 0.020484094799030572, "loss_rpn_loc": 0.05505494447425008, "lr": 1e-05, "mask_rcnn/accuracy": 0.9111583772120497, "mask_rcnn/false_negative": 0.07913772279857176, "mask_rcnn/false_positive": 0.10200980609594765, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1615169539581984, "total_loss": 0.643592114734929} {"data_time": 0.011870307615026832, "eta_seconds": 25845.636320351623, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27947517675394296, "fast_rcnn/fg_cls_accuracy": 0.6769052621526119, "iteration": 67779, "loss_box_reg": 0.2230212166905403, "loss_cls": 0.18560887780040503, "loss_mask": 0.23324055038392544, "loss_rpn_cls": 0.023612731834873557, "loss_rpn_loc": 0.06889479234814644, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996046493936607, "mask_rcnn/false_negative": 0.08871857900355248, "mask_rcnn/false_positive": 0.11337897726269833, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.175808355677873, "total_loss": 0.7277842453913763} {"data_time": 0.013727984391152859, "eta_seconds": 25826.291088340804, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.25297904264072407, "fast_rcnn/fg_cls_accuracy": 0.7432550998025883, "iteration": 67799, "loss_box_reg": 0.22327026538550854, "loss_cls": 0.16334444377571344, "loss_mask": 0.2282715905457735, "loss_rpn_cls": 0.02217542813741602, "loss_rpn_loc": 0.05854874639771879, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093736360869709, "mask_rcnn/false_negative": 0.07692465544405028, "mask_rcnn/false_positive": 0.10826299132793665, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1801454334054142, "total_loss": 0.7120721432147548} {"data_time": 0.010957460151985288, "eta_seconds": 25806.868475880474, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.24705053952976508, "fast_rcnn/fg_cls_accuracy": 0.7232561475226134, "iteration": 67819, "loss_box_reg": 0.2091609574854374, "loss_cls": 0.16284278593957424, "loss_mask": 0.22365888953208923, "loss_rpn_cls": 0.022705466602928936, "loss_rpn_loc": 0.06375178939197212, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068228745405624, "mask_rcnn/false_negative": 0.08437569839234063, "mask_rcnn/false_positive": 0.10583559184225112, "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": 1.1591484593227506, "total_loss": 0.6869613606249914} {"data_time": 0.01138681871816516, "eta_seconds": 25789.443024937063, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2283911439114391, "fast_rcnn/fg_cls_accuracy": 0.7435712638376384, "iteration": 67839, "loss_box_reg": 0.2081783153116703, "loss_cls": 0.14199746400117874, "loss_mask": 0.21901020966470242, "loss_rpn_cls": 0.020194294571410865, "loss_rpn_loc": 0.05805273842997849, "lr": 1e-05, "mask_rcnn/accuracy": 0.903891132066974, "mask_rcnn/false_negative": 0.08973011014617682, "mask_rcnn/false_positive": 0.10272032016978774, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1674346078652889, "total_loss": 0.6378831752808765} {"data_time": 0.011507411021739244, "eta_seconds": 25763.722455985844, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2657789260189299, "fast_rcnn/fg_cls_accuracy": 0.724166421255849, "iteration": 67859, "loss_box_reg": 0.2077800426632166, "loss_cls": 0.1584214586764574, "loss_mask": 0.21566438674926758, "loss_rpn_cls": 0.02130009744723793, "loss_rpn_loc": 0.06440808618208393, "lr": 1e-05, "mask_rcnn/accuracy": 0.8942946556134955, "mask_rcnn/false_negative": 0.09048551664687857, "mask_rcnn/false_positive": 0.11689918923713064, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1622993440832943, "total_loss": 0.6419603700924199} {"data_time": 0.012236463837325573, "eta_seconds": 25740.448993965983, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30072845444426777, "fast_rcnn/fg_cls_accuracy": 0.6685246727089628, "iteration": 67879, "loss_box_reg": 0.22845978289842606, "loss_cls": 0.15631688851863146, "loss_mask": 0.22100185602903366, "loss_rpn_cls": 0.018448406081006397, "loss_rpn_loc": 0.06414154940284789, "lr": 1e-05, "mask_rcnn/accuracy": 0.90090336500787, "mask_rcnn/false_negative": 0.08471690601052188, "mask_rcnn/false_positive": 0.11109206648261392, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1682113390415907, "total_loss": 0.6646356791607104} {"data_time": 0.01182490331120789, "eta_seconds": 25719.616013136692, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2573706293706294, "fast_rcnn/fg_cls_accuracy": 0.7242231759656652, "iteration": 67899, "loss_box_reg": 0.18698927853256464, "loss_cls": 0.1479825023561716, "loss_mask": 0.22349876165390015, "loss_rpn_cls": 0.01994498015847057, "loss_rpn_loc": 0.06025966163724661, "lr": 1e-05, "mask_rcnn/accuracy": 0.902298523664785, "mask_rcnn/false_negative": 0.09171389962193857, "mask_rcnn/false_positive": 0.10260691218669427, "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": 1.1558736222796142, "total_loss": 0.6638001726241782} {"data_time": 0.011113491374999285, "eta_seconds": 25690.516498982906, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.26535541752933056, "fast_rcnn/fg_cls_accuracy": 0.7172670807453416, "iteration": 67919, "loss_box_reg": 0.22272787056863308, "loss_cls": 0.16383726987987757, "loss_mask": 0.23058295994997025, "loss_rpn_cls": 0.023490261402912438, "loss_rpn_loc": 0.059241925831884146, "lr": 1e-05, "mask_rcnn/accuracy": 0.8941457218133155, "mask_rcnn/false_negative": 0.08862289066900908, "mask_rcnn/false_positive": 0.11329033051945535, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.164752466371283, "total_loss": 0.7187334659101907} {"data_time": 0.011303434614092112, "eta_seconds": 25677.3822910944, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2604449267498643, "fast_rcnn/fg_cls_accuracy": 0.6927188927634957, "iteration": 67939, "loss_box_reg": 0.2115064924582839, "loss_cls": 0.1615912988781929, "loss_mask": 0.2173739168792963, "loss_rpn_cls": 0.025094522716244683, "loss_rpn_loc": 0.06203299085609615, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983437210033878, "mask_rcnn/false_negative": 0.08607413634114024, "mask_rcnn/false_positive": 0.1172561052441167, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1730528015177697, "total_loss": 0.6637862027564552} {"data_time": 0.011869482463225722, "eta_seconds": 25658.475259831175, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2725914690200405, "fast_rcnn/fg_cls_accuracy": 0.7216285162713734, "iteration": 67959, "loss_box_reg": 0.22598268743604422, "loss_cls": 0.16291229473426938, "loss_mask": 0.23425154760479927, "loss_rpn_cls": 0.02310833308729343, "loss_rpn_loc": 0.0666308410000056, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988351573267378, "mask_rcnn/false_negative": 0.09756102568269936, "mask_rcnn/false_positive": 0.10629049529739656, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1627711839973927, "total_loss": 0.730849604588002} {"data_time": 0.012757621239870787, "eta_seconds": 25634.12047579419, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26680099561455495, "fast_rcnn/fg_cls_accuracy": 0.701118708269132, "iteration": 67979, "loss_box_reg": 0.21972855553030968, "loss_cls": 0.1629424407146871, "loss_mask": 0.22594509087502956, "loss_rpn_cls": 0.019688883563503623, "loss_rpn_loc": 0.06666113901883364, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987096771346212, "mask_rcnn/false_negative": 0.09827878551557459, "mask_rcnn/false_positive": 0.10560325378190083, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1676277397200465, "total_loss": 0.706555720535107} {"data_time": 0.011197168147191405, "eta_seconds": 25617.0861790888, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2960742705570292, "fast_rcnn/fg_cls_accuracy": 0.6968700265251989, "iteration": 67999, "loss_box_reg": 0.22470644116401672, "loss_cls": 0.16949403285980225, "loss_mask": 0.22415887750685215, "loss_rpn_cls": 0.021311589516699314, "loss_rpn_loc": 0.06310089828912169, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059246260158633, "mask_rcnn/false_negative": 0.09008880962131985, "mask_rcnn/false_positive": 0.09739292802317252, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1636552852578461, "total_loss": 0.7083960834424943} {"data_time": 0.012802114011719823, "eta_seconds": 25597.026009722613, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.264050842774247, "fast_rcnn/fg_cls_accuracy": 0.7201636661211129, "iteration": 68019, "loss_box_reg": 0.22959242295473814, "loss_cls": 0.1812218315899372, "loss_mask": 0.218783937394619, "loss_rpn_cls": 0.022943004150874913, "loss_rpn_loc": 0.06756186729762703, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080834743844981, "mask_rcnn/false_negative": 0.08403601590886689, "mask_rcnn/false_positive": 0.09286831839933754, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1640760807786137, "total_loss": 0.7120519920717925} {"data_time": 0.011412572581321001, "eta_seconds": 25571.728384131566, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2412227602905569, "fast_rcnn/fg_cls_accuracy": 0.7297282754909873, "iteration": 68039, "loss_box_reg": 0.21473656967282295, "loss_cls": 0.1682348009198904, "loss_mask": 0.22116508521139622, "loss_rpn_cls": 0.020158642801106907, "loss_rpn_loc": 0.060724640963599086, "lr": 1e-05, "mask_rcnn/accuracy": 0.914339437941194, "mask_rcnn/false_negative": 0.08012620981325064, "mask_rcnn/false_positive": 0.09882775747964753, "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": 1.1616770988330245, "total_loss": 0.6898308790332521} {"data_time": 0.011603915365412831, "eta_seconds": 25550.44361480046, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.23718324607329844, "fast_rcnn/fg_cls_accuracy": 0.7375505617977528, "iteration": 68059, "loss_box_reg": 0.20984543673694134, "loss_cls": 0.15720837283879519, "loss_mask": 0.224534647539258, "loss_rpn_cls": 0.01921355875674635, "loss_rpn_loc": 0.0530993165448308, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024127906618127, "mask_rcnn/false_negative": 0.09592389069193966, "mask_rcnn/false_positive": 0.09992498128888072, "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": 1.1621753757353872, "total_loss": 0.688764300517505} {"data_time": 0.012550676940008998, "eta_seconds": 25519.961954429746, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.24150118886960992, "fast_rcnn/fg_cls_accuracy": 0.7232072225919461, "iteration": 68079, "loss_box_reg": 0.20980613492429256, "loss_cls": 0.15669456124305725, "loss_mask": 0.23092925921082497, "loss_rpn_cls": 0.020626064098905772, "loss_rpn_loc": 0.06134086288511753, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092803295768856, "mask_rcnn/false_negative": 0.08043115990357105, "mask_rcnn/false_positive": 0.10254446695897095, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1390872783958912, "total_loss": 0.6830584303534124} {"data_time": 0.011755376355722547, "eta_seconds": 25490.579836978577, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22958280209661425, "fast_rcnn/fg_cls_accuracy": 0.7512065637065637, "iteration": 68099, "loss_box_reg": 0.1997847482562065, "loss_cls": 0.1414953088387847, "loss_mask": 0.21596886217594147, "loss_rpn_cls": 0.02075834514107555, "loss_rpn_loc": 0.04929494659882039, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080277715481797, "mask_rcnn/false_negative": 0.08632400083598568, "mask_rcnn/false_positive": 0.10153130577386324, "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": 1.162939588772133, "total_loss": 0.6243085210444406} {"data_time": 0.010647878982126713, "eta_seconds": 25465.00239850022, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.24710974974208438, "fast_rcnn/fg_cls_accuracy": 0.735663082437276, "iteration": 68119, "loss_box_reg": 0.2259564083069563, "loss_cls": 0.17087937612086535, "loss_mask": 0.23413264006376266, "loss_rpn_cls": 0.021225355565547943, "loss_rpn_loc": 0.06312426249496639, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013671537242163, "mask_rcnn/false_negative": 0.0969758131993265, "mask_rcnn/false_positive": 0.1112860905435441, "roi_head/num_bg_samples": 427.875, "roi_head/num_fg_samples": 84.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1642772669438273, "total_loss": 0.7491300480032805} {"data_time": 0.011841269442811608, "eta_seconds": 25444.02170029003, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25447044704470445, "fast_rcnn/fg_cls_accuracy": 0.7211401852351407, "iteration": 68139, "loss_box_reg": 0.20880265533924103, "loss_cls": 0.15887007676064968, "loss_mask": 0.23683283291757107, "loss_rpn_cls": 0.019685473991557956, "loss_rpn_loc": 0.05421732924878597, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061307602529458, "mask_rcnn/false_negative": 0.08275033502945203, "mask_rcnn/false_positive": 0.10081908892177519, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.1671943163964897, "total_loss": 0.6821026906836778} {"data_time": 0.01093249348923564, "eta_seconds": 25418.89668278396, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23534782088122605, "fast_rcnn/fg_cls_accuracy": 0.7421926217295429, "iteration": 68159, "loss_box_reg": 0.1922550704330206, "loss_cls": 0.1467658611945808, "loss_mask": 0.21710126101970673, "loss_rpn_cls": 0.01869200519286096, "loss_rpn_loc": 0.06416466750670224, "lr": 1e-05, "mask_rcnn/accuracy": 0.901522665106485, "mask_rcnn/false_negative": 0.0864474737323257, "mask_rcnn/false_positive": 0.11575441497076107, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1585139480885118, "total_loss": 0.6461156558943912} {"data_time": 0.010727331275120378, "eta_seconds": 25386.928655295633, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2443579958548541, "fast_rcnn/fg_cls_accuracy": 0.7218115255770563, "iteration": 68179, "loss_box_reg": 0.19933888968080282, "loss_cls": 0.14556453563272953, "loss_mask": 0.2360034491866827, "loss_rpn_cls": 0.01776947162579745, "loss_rpn_loc": 0.05517705576494336, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958204066278662, "mask_rcnn/false_negative": 0.08459617052102193, "mask_rcnn/false_positive": 0.11869611321391374, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.158704926026985, "total_loss": 0.6608301567612216} {"data_time": 0.012180148158222437, "eta_seconds": 25356.52038161643, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21480349868200335, "fast_rcnn/fg_cls_accuracy": 0.7687807545106615, "iteration": 68199, "loss_box_reg": 0.20377615094184875, "loss_cls": 0.1564352624118328, "loss_mask": 0.23146934807300568, "loss_rpn_cls": 0.021277185063809156, "loss_rpn_loc": 0.056308403611183167, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082139045732536, "mask_rcnn/false_negative": 0.0885733519927826, "mask_rcnn/false_positive": 0.10423271260776985, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1602294594049454, "total_loss": 0.6702767661772668} {"data_time": 0.011735204607248306, "eta_seconds": 25331.894070357084, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.27918988853503185, "fast_rcnn/fg_cls_accuracy": 0.7067360800996545, "iteration": 68219, "loss_box_reg": 0.2338417274877429, "loss_cls": 0.1671268017962575, "loss_mask": 0.22348709776997566, "loss_rpn_cls": 0.021453710040077567, "loss_rpn_loc": 0.06657464196905494, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046061672215042, "mask_rcnn/false_negative": 0.09223861882019813, "mask_rcnn/false_positive": 0.09647770180141577, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1681158943101764, "total_loss": 0.7237104929517955} {"data_time": 0.011684477562084794, "eta_seconds": 25308.632459640503, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25627534541183566, "fast_rcnn/fg_cls_accuracy": 0.7237415570957144, "iteration": 68239, "loss_box_reg": 0.23068192787468433, "loss_cls": 0.18198409024626017, "loss_mask": 0.2263771016150713, "loss_rpn_cls": 0.02159836032660678, "loss_rpn_loc": 0.059869474498555064, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971986438952481, "mask_rcnn/false_negative": 0.08682307897385663, "mask_rcnn/false_positive": 0.11806920296438903, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.178793772123754, "total_loss": 0.7315140545251779} {"data_time": 0.01201170845888555, "eta_seconds": 25304.347290224396, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27507934465603023, "fast_rcnn/fg_cls_accuracy": 0.7067934334268273, "iteration": 68259, "loss_box_reg": 0.21419690642505884, "loss_cls": 0.16388750448822975, "loss_mask": 0.23259718902409077, "loss_rpn_cls": 0.02214156201807782, "loss_rpn_loc": 0.0636256190482527, "lr": 1e-05, "mask_rcnn/accuracy": 0.8969761471467568, "mask_rcnn/false_negative": 0.09654400290349549, "mask_rcnn/false_positive": 0.11403749823490225, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1806883567478508, "total_loss": 0.6960289049893618} {"data_time": 0.011429902631789446, "eta_seconds": 25281.068221880123, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2219184551608333, "fast_rcnn/fg_cls_accuracy": 0.7654037886340976, "iteration": 68279, "loss_box_reg": 0.2116902433335781, "loss_cls": 0.1616196120157838, "loss_mask": 0.2263153474777937, "loss_rpn_cls": 0.01998134795576334, "loss_rpn_loc": 0.064143409836106, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007837619875655, "mask_rcnn/false_negative": 0.09136205541666835, "mask_rcnn/false_positive": 0.10273353147251744, "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": 1.1317046163603663, "total_loss": 0.6956466756819282} {"data_time": 0.012048044940456748, "eta_seconds": 25269.65293448884, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2380513495720869, "fast_rcnn/fg_cls_accuracy": 0.7349336969810967, "iteration": 68299, "loss_box_reg": 0.20587512105703354, "loss_cls": 0.1483015245757997, "loss_mask": 0.22282050922513008, "loss_rpn_cls": 0.016303439246257767, "loss_rpn_loc": 0.04818617191631347, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038414741020637, "mask_rcnn/false_negative": 0.08934525520724443, "mask_rcnn/false_positive": 0.11760000752304656, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1745241144672036, "total_loss": 0.648861682479037} {"data_time": 0.012071412755176425, "eta_seconds": 25253.017192799598, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26085176085176087, "fast_rcnn/fg_cls_accuracy": 0.7331285831285831, "iteration": 68319, "loss_box_reg": 0.22806500270962715, "loss_cls": 0.1664002100005746, "loss_mask": 0.2313916813582182, "loss_rpn_cls": 0.021297771425452083, "loss_rpn_loc": 0.06420126999728382, "lr": 1e-05, "mask_rcnn/accuracy": 0.89870783540689, "mask_rcnn/false_negative": 0.09264301470997974, "mask_rcnn/false_positive": 0.10415626513389822, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1823847575578839, "total_loss": 0.718521399947349} {"data_time": 0.01130724954418838, "eta_seconds": 25229.721051477827, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2313588850174216, "fast_rcnn/fg_cls_accuracy": 0.7591963214714115, "iteration": 68339, "loss_box_reg": 0.18944166041910648, "loss_cls": 0.14826616970822215, "loss_mask": 0.221621910110116, "loss_rpn_cls": 0.018232839240226895, "loss_rpn_loc": 0.056104123243130744, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004726996130151, "mask_rcnn/false_negative": 0.08693416784770182, "mask_rcnn/false_positive": 0.12195229811611957, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.1706652797292918, "total_loss": 0.6349037202307954} {"data_time": 0.012362346518784761, "eta_seconds": 25216.234711753204, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.27251538532194364, "fast_rcnn/fg_cls_accuracy": 0.7062512426270793, "iteration": 68359, "loss_box_reg": 0.19442038144916296, "loss_cls": 0.16296972427517176, "loss_mask": 0.22555379569530487, "loss_rpn_cls": 0.02120339369866997, "loss_rpn_loc": 0.06215987354516983, "lr": 1e-05, "mask_rcnn/accuracy": 0.900730474186779, "mask_rcnn/false_negative": 0.08440797136928417, "mask_rcnn/false_positive": 0.11291760099405367, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.170100152026862, "total_loss": 0.7158862286014482} {"data_time": 0.01192836882546544, "eta_seconds": 25195.62649250496, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2646671455938697, "fast_rcnn/fg_cls_accuracy": 0.7117058144012322, "iteration": 68379, "loss_box_reg": 0.20700193662196398, "loss_cls": 0.16226457804441452, "loss_mask": 0.22147822752594948, "loss_rpn_cls": 0.01843616651603952, "loss_rpn_loc": 0.055778408888727427, "lr": 1e-05, "mask_rcnn/accuracy": 0.906909280128387, "mask_rcnn/false_negative": 0.07871129916052755, "mask_rcnn/false_positive": 0.10449730213419074, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.167823172872886, "total_loss": 0.6547320928075351} {"data_time": 0.012703916756436229, "eta_seconds": 25172.979065962136, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.21377327895435114, "fast_rcnn/fg_cls_accuracy": 0.7647517730496454, "iteration": 68399, "loss_box_reg": 0.20357577316462994, "loss_cls": 0.15092866215854883, "loss_mask": 0.21890462934970856, "loss_rpn_cls": 0.019998449948616326, "loss_rpn_loc": 0.06232884433120489, "lr": 1e-05, "mask_rcnn/accuracy": 0.9110602001081711, "mask_rcnn/false_negative": 0.07576082663231742, "mask_rcnn/false_positive": 0.09524594098444712, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1616465477272868, "total_loss": 0.6548036795575172} {"data_time": 0.01132266828790307, "eta_seconds": 25144.640202168375, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2682890331269524, "fast_rcnn/fg_cls_accuracy": 0.6878020638307136, "iteration": 68419, "loss_box_reg": 0.21218406595289707, "loss_cls": 0.15550997480750084, "loss_mask": 0.2334558730944991, "loss_rpn_cls": 0.02027700046892278, "loss_rpn_loc": 0.05809874995611608, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990880130872422, "mask_rcnn/false_negative": 0.08334165473731271, "mask_rcnn/false_positive": 0.11482398390861598, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1650914391502738, "total_loss": 0.6810173239791766} {"data_time": 0.012711675139144063, "eta_seconds": 25127.433513887227, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.21349862258953167, "fast_rcnn/fg_cls_accuracy": 0.7696835908756439, "iteration": 68439, "loss_box_reg": 0.2209922019392252, "loss_cls": 0.168910164386034, "loss_mask": 0.21555943973362446, "loss_rpn_cls": 0.021895376645261422, "loss_rpn_loc": 0.0650297028478235, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127990172126013, "mask_rcnn/false_negative": 0.07705752079912431, "mask_rcnn/false_positive": 0.09358226172458134, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.163474204717204, "total_loss": 0.715260818193201} {"data_time": 0.0125997019931674, "eta_seconds": 25108.545471718535, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24602404068423486, "fast_rcnn/fg_cls_accuracy": 0.7184970796829371, "iteration": 68459, "loss_box_reg": 0.22647950984537601, "loss_cls": 0.17414976004511118, "loss_mask": 0.2264880258589983, "loss_rpn_cls": 0.025327318639028817, "loss_rpn_loc": 0.06276704627089202, "lr": 1e-05, "mask_rcnn/accuracy": 0.8945313862427267, "mask_rcnn/false_negative": 0.08339449426716503, "mask_rcnn/false_positive": 0.12182900021003953, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1766663829330355, "total_loss": 0.7244273065589368} {"data_time": 0.0125783272087574, "eta_seconds": 25080.45018842444, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2257100788448751, "fast_rcnn/fg_cls_accuracy": 0.7428792091442694, "iteration": 68479, "loss_box_reg": 0.21709764748811722, "loss_cls": 0.16085510235279799, "loss_mask": 0.23054164275527, "loss_rpn_cls": 0.020312015316449106, "loss_rpn_loc": 0.06169291050173342, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029788279733093, "mask_rcnn/false_negative": 0.08309347019239763, "mask_rcnn/false_positive": 0.10139789457435905, "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": 1.1583535324316472, "total_loss": 0.6724326747935265} {"data_time": 0.012902835616841912, "eta_seconds": 25052.596811088733, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2881027727546715, "fast_rcnn/fg_cls_accuracy": 0.703975981824083, "iteration": 68499, "loss_box_reg": 0.20169369038194418, "loss_cls": 0.15265093743801117, "loss_mask": 0.22003178671002388, "loss_rpn_cls": 0.024821456870995462, "loss_rpn_loc": 0.07018388877622783, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015654051633848, "mask_rcnn/false_negative": 0.09216149114926427, "mask_rcnn/false_positive": 0.10939349921852858, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.138136794557795, "total_loss": 0.6674886834807694} {"data_time": 0.012021479429677129, "eta_seconds": 25035.254383133724, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.27006327006327, "fast_rcnn/fg_cls_accuracy": 0.7090861186389642, "iteration": 68519, "loss_box_reg": 0.2196921557188034, "loss_cls": 0.1730709783732891, "loss_mask": 0.23472272604703903, "loss_rpn_cls": 0.022400568122975528, "loss_rpn_loc": 0.06138309102971107, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066023236552729, "mask_rcnn/false_negative": 0.0901598253455631, "mask_rcnn/false_positive": 0.10462897033061783, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.1736538882832974, "total_loss": 0.716003400622867} {"data_time": 0.011683316668495536, "eta_seconds": 25009.164871838875, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.25111373165618445, "fast_rcnn/fg_cls_accuracy": 0.7457416142557651, "iteration": 68539, "loss_box_reg": 0.21901958994567394, "loss_cls": 0.1702668061479926, "loss_mask": 0.2287222482264042, "loss_rpn_cls": 0.020944827934727073, "loss_rpn_loc": 0.05880975816398859, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934497225129985, "mask_rcnn/false_negative": 0.08549359388001745, "mask_rcnn/false_positive": 0.12191848516790071, "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": 1.1661306587047875, "total_loss": 0.7363231659401208} {"data_time": 0.013420763425529003, "eta_seconds": 24982.68258742988, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2365944981181857, "fast_rcnn/fg_cls_accuracy": 0.7448183760683761, "iteration": 68559, "loss_box_reg": 0.22257590852677822, "loss_cls": 0.16261979518458247, "loss_mask": 0.22396541200578213, "loss_rpn_cls": 0.018361167691182345, "loss_rpn_loc": 0.06467720726504922, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041022555201483, "mask_rcnn/false_negative": 0.08406435088087058, "mask_rcnn/false_positive": 0.11036704065096628, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1504636909812689, "total_loss": 0.6781119232764468} {"data_time": 0.012994301039725542, "eta_seconds": 24967.111357958056, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23284191237714474, "fast_rcnn/fg_cls_accuracy": 0.7340328753372232, "iteration": 68579, "loss_box_reg": 0.2202082658186555, "loss_cls": 0.16688511054962873, "loss_mask": 0.22749020904302597, "loss_rpn_cls": 0.021764970035292208, "loss_rpn_loc": 0.06206757854670286, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020911481061942, "mask_rcnn/false_negative": 0.08773637217274424, "mask_rcnn/false_positive": 0.11071023074658767, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1764695269521326, "total_loss": 0.6992145143449306} {"data_time": 0.011993081541731954, "eta_seconds": 24943.799395905808, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25586466165413535, "fast_rcnn/fg_cls_accuracy": 0.7326725905673275, "iteration": 68599, "loss_box_reg": 0.2229381762444973, "loss_cls": 0.1614403324201703, "loss_mask": 0.22554348409175873, "loss_rpn_cls": 0.023415538715198636, "loss_rpn_loc": 0.058368255384266376, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046938259933268, "mask_rcnn/false_negative": 0.09797025019618202, "mask_rcnn/false_positive": 0.10844062615670719, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1739109384361655, "total_loss": 0.6909241722896695} {"data_time": 0.011571628972887993, "eta_seconds": 24920.48743385356, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26127618786799944, "fast_rcnn/fg_cls_accuracy": 0.6993351962633794, "iteration": 68619, "loss_box_reg": 0.22309111058712006, "loss_cls": 0.1683560167439282, "loss_mask": 0.22420315258204937, "loss_rpn_cls": 0.02493918326217681, "loss_rpn_loc": 0.06250361423008144, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972697213500784, "mask_rcnn/false_negative": 0.08286691867247148, "mask_rcnn/false_positive": 0.10962829659666823, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1762621745001525, "total_loss": 0.7162668812670745} {"data_time": 0.012900973437353969, "eta_seconds": 24897.17547180131, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.26315509538330617, "fast_rcnn/fg_cls_accuracy": 0.715963364202924, "iteration": 68639, "loss_box_reg": 0.22373539209365845, "loss_cls": 0.17396131856366992, "loss_mask": 0.23396318405866623, "loss_rpn_cls": 0.018773995456285775, "loss_rpn_loc": 0.057858922984451056, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044437267660688, "mask_rcnn/false_negative": 0.08905506444790068, "mask_rcnn/false_positive": 0.09936521484105042, "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": 1.1681252813432366, "total_loss": 0.7188996456097811} {"data_time": 0.012116109486669302, "eta_seconds": 24883.951777177863, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.257344792491236, "fast_rcnn/fg_cls_accuracy": 0.7301522761699752, "iteration": 68659, "loss_box_reg": 0.20548402145504951, "loss_cls": 0.14740592194721103, "loss_mask": 0.22239836677908897, "loss_rpn_cls": 0.01983075433236081, "loss_rpn_loc": 0.06139311986044049, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031877305052891, "mask_rcnn/false_negative": 0.08212914155646861, "mask_rcnn/false_positive": 0.1022925364254964, "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": 1.1746310237795115, "total_loss": 0.6921088113012956} {"data_time": 0.01195707288570702, "eta_seconds": 24860.630360329524, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2372564935064935, "fast_rcnn/fg_cls_accuracy": 0.7371160251665434, "iteration": 68679, "loss_box_reg": 0.2168383812531829, "loss_cls": 0.15805203188210726, "loss_mask": 0.22619285248219967, "loss_rpn_cls": 0.019862283355905674, "loss_rpn_loc": 0.06395722250454128, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056984534892065, "mask_rcnn/false_negative": 0.09230869642354372, "mask_rcnn/false_positive": 0.10506136962776949, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1720299585722387, "total_loss": 0.7001223666011356} {"data_time": 0.012208165833726525, "eta_seconds": 24840.093263983727, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.2704763874118713, "fast_rcnn/fg_cls_accuracy": 0.7135536309265123, "iteration": 68699, "loss_box_reg": 0.21713299490511417, "loss_cls": 0.15952495206147432, "loss_mask": 0.2282494194805622, "loss_rpn_cls": 0.022679357673041523, "loss_rpn_loc": 0.05498065100982785, "lr": 1e-05, "mask_rcnn/accuracy": 0.894485211469016, "mask_rcnn/false_negative": 0.09970650473518575, "mask_rcnn/false_positive": 0.10890615443317819, "roi_head/num_bg_samples": 422.375, "roi_head/num_fg_samples": 89.625, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 1.1679688575677574, "total_loss": 0.7122042528353631} {"data_time": 0.012002823641523719, "eta_seconds": 24818.527534008026, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2568248921190098, "fast_rcnn/fg_cls_accuracy": 0.7030133079847909, "iteration": 68719, "loss_box_reg": 0.2018899992108345, "loss_cls": 0.15267894882708788, "loss_mask": 0.2305803820490837, "loss_rpn_cls": 0.019412822497542948, "loss_rpn_loc": 0.05041848006658256, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025434054218703, "mask_rcnn/false_negative": 0.08735507021017092, "mask_rcnn/false_positive": 0.10912970113469046, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1643308708444238, "total_loss": 0.6524713116814382} {"data_time": 0.01140538603067398, "eta_seconds": 24796.718999147415, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22379118528027386, "fast_rcnn/fg_cls_accuracy": 0.7580729004220988, "iteration": 68739, "loss_box_reg": 0.20554563589394093, "loss_cls": 0.1602785438299179, "loss_mask": 0.21264932118356228, "loss_rpn_cls": 0.022952170111238956, "loss_rpn_loc": 0.06229659775272012, "lr": 1e-05, "mask_rcnn/accuracy": 0.9185706727069403, "mask_rcnn/false_negative": 0.07007969137300671, "mask_rcnn/false_positive": 0.09265412924469707, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1783872949890792, "total_loss": 0.6645205558743328} {"data_time": 0.012257021386176348, "eta_seconds": 24780.06722342223, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.22398279527364412, "fast_rcnn/fg_cls_accuracy": 0.754832649428981, "iteration": 68759, "loss_box_reg": 0.21288500167429447, "loss_cls": 0.16736971773207188, "loss_mask": 0.21562654245644808, "loss_rpn_cls": 0.02129423344740644, "loss_rpn_loc": 0.0662783239968121, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089410623849399, "mask_rcnn/false_negative": 0.08806066743007984, "mask_rcnn/false_positive": 0.09985822701642824, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.167821588460356, "total_loss": 0.6856844951689709} {"data_time": 0.01269051106646657, "eta_seconds": 24754.794531292282, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2456989247311828, "fast_rcnn/fg_cls_accuracy": 0.729819135609145, "iteration": 68779, "loss_box_reg": 0.22107610665261745, "loss_cls": 0.16221299581229687, "loss_mask": 0.24096353352069855, "loss_rpn_cls": 0.01851319440174848, "loss_rpn_loc": 0.059031078475527465, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090194618837795, "mask_rcnn/false_negative": 0.08613369057833392, "mask_rcnn/false_positive": 0.10550630885629367, "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": 1.1686654407531023, "total_loss": 0.6934897972969338} {"data_time": 0.011960505740717053, "eta_seconds": 24725.593558326364, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2563322632423756, "fast_rcnn/fg_cls_accuracy": 0.7269427459699833, "iteration": 68799, "loss_box_reg": 0.23165253549814224, "loss_cls": 0.17571568582206964, "loss_mask": 0.22591195814311504, "loss_rpn_cls": 0.01951198384631425, "loss_rpn_loc": 0.0643693720921874, "lr": 1e-05, "mask_rcnn/accuracy": 0.904796003448628, "mask_rcnn/false_negative": 0.10093983112231111, "mask_rcnn/false_positive": 0.09758457353411654, "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": 1.167073056800291, "total_loss": 0.7305426450911909} {"data_time": 0.013243147172033787, "eta_seconds": 24708.131393627264, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2802232873373797, "fast_rcnn/fg_cls_accuracy": 0.7018084917392077, "iteration": 68819, "loss_box_reg": 0.23145627416670322, "loss_cls": 0.17821601871401072, "loss_mask": 0.22789185494184494, "loss_rpn_cls": 0.02442360605346039, "loss_rpn_loc": 0.06734463793691248, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072910019465013, "mask_rcnn/false_negative": 0.07599283807829352, "mask_rcnn/false_positive": 0.12342184681136785, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1669002778362483, "total_loss": 0.7356155011802912} {"data_time": 0.012300919741392136, "eta_seconds": 24680.0834441185, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21717292832400747, "fast_rcnn/fg_cls_accuracy": 0.7480883348600104, "iteration": 68839, "loss_box_reg": 0.20324353873729706, "loss_cls": 0.15204421523958445, "loss_mask": 0.21717873215675354, "loss_rpn_cls": 0.018737892736680806, "loss_rpn_loc": 0.061638368759304285, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139917704050162, "mask_rcnn/false_negative": 0.08339608742964359, "mask_rcnn/false_positive": 0.09135270880251381, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1590054747648537, "total_loss": 0.6728428614151198} {"data_time": 0.011744687333703041, "eta_seconds": 24659.473446747288, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2698773448773449, "fast_rcnn/fg_cls_accuracy": 0.7141277641277641, "iteration": 68859, "loss_box_reg": 0.20664425380527973, "loss_cls": 0.16364556085318327, "loss_mask": 0.22302412241697311, "loss_rpn_cls": 0.0190443966712337, "loss_rpn_loc": 0.05612784856930375, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043329674916638, "mask_rcnn/false_negative": 0.08873397998088652, "mask_rcnn/false_positive": 0.10339625034057051, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.16948340437375, "total_loss": 0.6895150725031272} {"data_time": 0.011222587199881673, "eta_seconds": 24636.1437651515, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2817107620228745, "fast_rcnn/fg_cls_accuracy": 0.7023893596986817, "iteration": 68879, "loss_box_reg": 0.224426481872797, "loss_cls": 0.17617004085332155, "loss_mask": 0.23564805649220943, "loss_rpn_cls": 0.024230533163063228, "loss_rpn_loc": 0.059350101510062814, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015411522146436, "mask_rcnn/false_negative": 0.09208053352219765, "mask_rcnn/false_positive": 0.10327752551092653, "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": 1.167352270334959, "total_loss": 0.7168385992990807} {"data_time": 0.01116260583512485, "eta_seconds": 24616.73344699666, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2387005649717514, "fast_rcnn/fg_cls_accuracy": 0.7491823600780714, "iteration": 68899, "loss_box_reg": 0.22323166951537132, "loss_cls": 0.1682758005335927, "loss_mask": 0.23328455165028572, "loss_rpn_cls": 0.020640658913180232, "loss_rpn_loc": 0.05970126297324896, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968260295189505, "mask_rcnn/false_negative": 0.09329422368634449, "mask_rcnn/false_positive": 0.10700073796140332, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1486133828293532, "total_loss": 0.7201135069772135} {"data_time": 0.01075428444892168, "eta_seconds": 24596.88843164593, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2730193746403223, "fast_rcnn/fg_cls_accuracy": 0.7112977007343204, "iteration": 68919, "loss_box_reg": 0.22472807858139277, "loss_cls": 0.16792858578264713, "loss_mask": 0.22557038813829422, "loss_rpn_cls": 0.019918737350963056, "loss_rpn_loc": 0.056505108484998345, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983135588797494, "mask_rcnn/false_negative": 0.0784643933997225, "mask_rcnn/false_positive": 0.11165162268816926, "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": 1.1595949481707066, "total_loss": 0.6853587078512646} {"data_time": 0.011784181697294116, "eta_seconds": 24566.15472036414, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2759131045554887, "fast_rcnn/fg_cls_accuracy": 0.714101755492484, "iteration": 68939, "loss_box_reg": 0.21742797084152699, "loss_cls": 0.15161053370684385, "loss_mask": 0.22997245006263256, "loss_rpn_cls": 0.02074972039554268, "loss_rpn_loc": 0.05458509223535657, "lr": 1e-05, "mask_rcnn/accuracy": 0.8976048752834467, "mask_rcnn/false_negative": 0.10503763534247106, "mask_rcnn/false_positive": 0.10184850141553015, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1632066969759762, "total_loss": 0.6728131775162183} {"data_time": 0.012495018308982253, "eta_seconds": 24542.82503876835, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.25575142228312775, "fast_rcnn/fg_cls_accuracy": 0.7127665343975125, "iteration": 68959, "loss_box_reg": 0.22116183955222368, "loss_cls": 0.16762111010029912, "loss_mask": 0.2187374345958233, "loss_rpn_cls": 0.022184199537150562, "loss_rpn_loc": 0.06248890014830977, "lr": 1e-05, "mask_rcnn/accuracy": 0.9129077467609199, "mask_rcnn/false_negative": 0.08056287367467768, "mask_rcnn/false_positive": 0.10468314932367187, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1593951820395887, "total_loss": 0.7045523204142228} {"data_time": 0.011735914507880807, "eta_seconds": 24521.3697241107, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23385354417578375, "fast_rcnn/fg_cls_accuracy": 0.7459243863356633, "iteration": 68979, "loss_box_reg": 0.23267652839422226, "loss_cls": 0.15925600845366716, "loss_mask": 0.22506945952773094, "loss_rpn_cls": 0.022583223646506667, "loss_rpn_loc": 0.05215401854366064, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016371577052646, "mask_rcnn/false_negative": 0.09219513999970963, "mask_rcnn/false_positive": 0.09823259808754756, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1709933683741838, "total_loss": 0.6914764836546965} {"data_time": 0.012349642580375075, "eta_seconds": 24507.67391966656, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23408521303258145, "fast_rcnn/fg_cls_accuracy": 0.7227697961911126, "iteration": 68999, "loss_box_reg": 0.23254908993840218, "loss_cls": 0.16975595522671938, "loss_mask": 0.22683706507086754, "loss_rpn_cls": 0.02208653377601877, "loss_rpn_loc": 0.061632765689864755, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037929906318244, "mask_rcnn/false_negative": 0.0912111391146578, "mask_rcnn/false_positive": 0.10284089220025508, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.1732593912165612, "total_loss": 0.7184785653371364} {"data_time": 0.012161524500697851, "eta_seconds": 24478.441394418478, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2563777881040892, "fast_rcnn/fg_cls_accuracy": 0.7235755647698027, "iteration": 69019, "loss_box_reg": 0.21739728562533855, "loss_cls": 0.15346542093902826, "loss_mask": 0.23289481177926064, "loss_rpn_cls": 0.023147557978518307, "loss_rpn_loc": 0.06827698508277535, "lr": 1e-05, "mask_rcnn/accuracy": 0.899012300622076, "mask_rcnn/false_negative": 0.09187716623233953, "mask_rcnn/false_positive": 0.1143102698396754, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1643772756215185, "total_loss": 0.6971278733108193} {"data_time": 0.012305539334192872, "eta_seconds": 24463.838586471975, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2945968240874407, "fast_rcnn/fg_cls_accuracy": 0.7038647143740977, "iteration": 69039, "loss_box_reg": 0.21071330644190311, "loss_cls": 0.15861954260617495, "loss_mask": 0.22241822630167007, "loss_rpn_cls": 0.0220925995381549, "loss_rpn_loc": 0.05737552116625011, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064594623983842, "mask_rcnn/false_negative": 0.08926680107656401, "mask_rcnn/false_positive": 0.0921424669923748, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1684844689443707, "total_loss": 0.6831549623748288} {"data_time": 0.012239558389410377, "eta_seconds": 24442.0603877306, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23499245852187028, "fast_rcnn/fg_cls_accuracy": 0.7413956639566396, "iteration": 69059, "loss_box_reg": 0.22568663395941257, "loss_cls": 0.1652574399486184, "loss_mask": 0.22992468997836113, "loss_rpn_cls": 0.018753027310594916, "loss_rpn_loc": 0.05477428040467203, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939122764490411, "mask_rcnn/false_negative": 0.09043582148543328, "mask_rcnn/false_positive": 0.11423579201257231, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1700138396117836, "total_loss": 0.7073108029435389} {"data_time": 0.011777032632380724, "eta_seconds": 24428.15491585061, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.25467279356321026, "fast_rcnn/fg_cls_accuracy": 0.7194751773049646, "iteration": 69079, "loss_box_reg": 0.21160362288355827, "loss_cls": 0.17081770207732916, "loss_mask": 0.2299041673541069, "loss_rpn_cls": 0.021472212043590844, "loss_rpn_loc": 0.061634169425815344, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005150876918815, "mask_rcnn/false_negative": 0.09003899369725468, "mask_rcnn/false_positive": 0.10040288261078424, "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": 1.1423619510605931, "total_loss": 0.7009909769985825} {"data_time": 0.012808606028556824, "eta_seconds": 24410.799316805787, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.233194009056078, "fast_rcnn/fg_cls_accuracy": 0.7384172981512107, "iteration": 69099, "loss_box_reg": 0.22855037823319435, "loss_cls": 0.17595512326806784, "loss_mask": 0.23547714203596115, "loss_rpn_cls": 0.0275628340896219, "loss_rpn_loc": 0.07408551359549165, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067243892630944, "mask_rcnn/false_negative": 0.09901563232683523, "mask_rcnn/false_positive": 0.09950570508564455, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1771114650182426, "total_loss": 0.7697137139039114} {"data_time": 0.011611220659688115, "eta_seconds": 24382.57341267541, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22688591509884287, "fast_rcnn/fg_cls_accuracy": 0.7501038514034776, "iteration": 69119, "loss_box_reg": 0.2255721502006054, "loss_cls": 0.18572866450995207, "loss_mask": 0.2378508858382702, "loss_rpn_cls": 0.020598760631401092, "loss_rpn_loc": 0.06239427952095866, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139584989840093, "mask_rcnn/false_negative": 0.07355008449155791, "mask_rcnn/false_positive": 0.10850447086431353, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.151786778587848, "total_loss": 0.7172628251137212} {"data_time": 0.011756739113479853, "eta_seconds": 24360.339019377716, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.25035326326945156, "fast_rcnn/fg_cls_accuracy": 0.732805934310951, "iteration": 69139, "loss_box_reg": 0.23770190589129925, "loss_cls": 0.17029770370572805, "loss_mask": 0.22991641983389854, "loss_rpn_cls": 0.022454560559708625, "loss_rpn_loc": 0.06469115114305168, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009644712507621, "mask_rcnn/false_negative": 0.09073336881713687, "mask_rcnn/false_positive": 0.11847261666600403, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1735548162832856, "total_loss": 0.7354192265775055} {"data_time": 0.012494835071265697, "eta_seconds": 24342.42536675185, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.24073824498352803, "fast_rcnn/fg_cls_accuracy": 0.7347018572825024, "iteration": 69159, "loss_box_reg": 0.21327045746147633, "loss_cls": 0.16205259785056114, "loss_mask": 0.22443736158311367, "loss_rpn_cls": 0.02213615336222574, "loss_rpn_loc": 0.0723424912430346, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045823369841699, "mask_rcnn/false_negative": 0.08853201092749108, "mask_rcnn/false_positive": 0.09827838509856826, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1694826467428356, "total_loss": 0.7167623427230865} {"data_time": 0.011282324558123946, "eta_seconds": 24319.91392064374, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2645167071567963, "fast_rcnn/fg_cls_accuracy": 0.691356252051198, "iteration": 69179, "loss_box_reg": 0.20366091653704643, "loss_cls": 0.15008183661848307, "loss_mask": 0.2276997957378626, "loss_rpn_cls": 0.017676262941677123, "loss_rpn_loc": 0.054476297460496426, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041434735915272, "mask_rcnn/false_negative": 0.08836267889214905, "mask_rcnn/false_positive": 0.09724739175727191, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1629354117903858, "total_loss": 0.6809811842394993} {"data_time": 0.01226644217967987, "eta_seconds": 24296.551851555705, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2794965994656303, "fast_rcnn/fg_cls_accuracy": 0.7093302161768278, "iteration": 69199, "loss_box_reg": 0.22041336819529533, "loss_cls": 0.1505498979240656, "loss_mask": 0.22424153424799442, "loss_rpn_cls": 0.020748398965224624, "loss_rpn_loc": 0.0654888297431171, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000941803335671, "mask_rcnn/false_negative": 0.0877863487187221, "mask_rcnn/false_positive": 0.10935608414299948, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1459302781149745, "total_loss": 0.6761519786086865} {"data_time": 0.013456931104883552, "eta_seconds": 24277.125433157198, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2529941193344808, "fast_rcnn/fg_cls_accuracy": 0.7079342950660685, "iteration": 69219, "loss_box_reg": 0.20228327997028828, "loss_cls": 0.145363159943372, "loss_mask": 0.2224529329687357, "loss_rpn_cls": 0.018931900383904576, "loss_rpn_loc": 0.058952702675014734, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024142770435752, "mask_rcnn/false_negative": 0.09322106260620242, "mask_rcnn/false_positive": 0.11052439680908296, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.176189285935834, "total_loss": 0.6764112097152974} {"data_time": 0.014005803968757391, "eta_seconds": 24251.55416582711, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2832080200501253, "fast_rcnn/fg_cls_accuracy": 0.7017543859649122, "iteration": 69239, "loss_box_reg": 0.21824475936591625, "loss_cls": 0.159715895075351, "loss_mask": 0.2304870057851076, "loss_rpn_cls": 0.023890231444966048, "loss_rpn_loc": 0.06866767001338303, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997117179205649, "mask_rcnn/false_negative": 0.08975730767472731, "mask_rcnn/false_positive": 0.0870571762201173, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 207.625, "rpn/num_pos_anchors": 48.375, "time": 1.1624957118183374, "total_loss": 0.6943482289061649} {"data_time": 0.012593451188877225, "eta_seconds": 24224.297889745794, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2955272911051213, "fast_rcnn/fg_cls_accuracy": 0.6711858190709047, "iteration": 69259, "loss_box_reg": 0.2054958287626505, "loss_cls": 0.16776562202721834, "loss_mask": 0.2290891781449318, "loss_rpn_cls": 0.018857861636206508, "loss_rpn_loc": 0.06432803045026958, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966859609086015, "mask_rcnn/false_negative": 0.09000365881985573, "mask_rcnn/false_positive": 0.11862904035554803, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.1624601271469146, "total_loss": 0.6875441793818027} {"data_time": 0.011881676968187094, "eta_seconds": 24203.103575203568, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25831826401446656, "fast_rcnn/fg_cls_accuracy": 0.726022048690859, "iteration": 69279, "loss_box_reg": 0.19820443727076054, "loss_cls": 0.15682820975780487, "loss_mask": 0.22783889062702656, "loss_rpn_cls": 0.019344999658642337, "loss_rpn_loc": 0.059811200480908155, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977054422805392, "mask_rcnn/false_negative": 0.08494765062897286, "mask_rcnn/false_positive": 0.11436105262083404, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1652617808431387, "total_loss": 0.665994577051606} {"data_time": 0.012210403336212039, "eta_seconds": 24166.243567108177, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2717417386535034, "fast_rcnn/fg_cls_accuracy": 0.7198439241917503, "iteration": 69299, "loss_box_reg": 0.22191523294895887, "loss_cls": 0.1642576241865754, "loss_mask": 0.22327225469052792, "loss_rpn_cls": 0.021930464412434958, "loss_rpn_loc": 0.060620641335844994, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089575983839953, "mask_rcnn/false_negative": 0.09099995558352969, "mask_rcnn/false_positive": 0.10675685859249576, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1465754269156605, "total_loss": 0.720855505001964} {"data_time": 0.013352929847314954, "eta_seconds": 24127.38335730508, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2505825019690207, "fast_rcnn/fg_cls_accuracy": 0.7350682593856656, "iteration": 69319, "loss_box_reg": 0.22282401099801064, "loss_cls": 0.16611030790954828, "loss_mask": 0.23256049118936062, "loss_rpn_cls": 0.020074106578249484, "loss_rpn_loc": 0.05462794308550656, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040315464181328, "mask_rcnn/false_negative": 0.08764985321042072, "mask_rcnn/false_positive": 0.10322692778300879, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1373377984855324, "total_loss": 0.7318557043909095} {"data_time": 0.011155274929478765, "eta_seconds": 24104.049330847338, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22584415584415585, "fast_rcnn/fg_cls_accuracy": 0.7578150284220572, "iteration": 69339, "loss_box_reg": 0.21745004504919052, "loss_cls": 0.16172354854643345, "loss_mask": 0.22633899375796318, "loss_rpn_cls": 0.020645770418923348, "loss_rpn_loc": 0.0678863232024014, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007874238304022, "mask_rcnn/false_negative": 0.08606853024266263, "mask_rcnn/false_positive": 0.1072070742022351, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1759549903217703, "total_loss": 0.6809579027467407} {"data_time": 0.012923185946419835, "eta_seconds": 24078.193802833557, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24376041666666665, "fast_rcnn/fg_cls_accuracy": 0.7357133964143426, "iteration": 69359, "loss_box_reg": 0.2012940477579832, "loss_cls": 0.15916894748806953, "loss_mask": 0.2208271324634552, "loss_rpn_cls": 0.021173555520363152, "loss_rpn_loc": 0.0607480606995523, "lr": 1e-05, "mask_rcnn/accuracy": 0.9130099431568492, "mask_rcnn/false_negative": 0.08593551372059255, "mask_rcnn/false_positive": 0.09693632381059626, "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": 1.1596810850314796, "total_loss": 0.6434211785672233} {"data_time": 0.012533287284895778, "eta_seconds": 24054.740423937328, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28144667051419464, "fast_rcnn/fg_cls_accuracy": 0.7023607132598958, "iteration": 69379, "loss_box_reg": 0.21327536925673485, "loss_cls": 0.16506314277648926, "loss_mask": 0.2268593143671751, "loss_rpn_cls": 0.020869934538495727, "loss_rpn_loc": 0.0538050620816648, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003183311948273, "mask_rcnn/false_negative": 0.10074681293701018, "mask_rcnn/false_positive": 0.09306356937904177, "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": 1.1677912147715688, "total_loss": 0.69479018333368} {"data_time": 0.011555869365110993, "eta_seconds": 24031.40895892866, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24602774274905423, "fast_rcnn/fg_cls_accuracy": 0.7471776425013835, "iteration": 69399, "loss_box_reg": 0.2209609504789114, "loss_cls": 0.16545719373971224, "loss_mask": 0.22557136788964272, "loss_rpn_cls": 0.022667368495604023, "loss_rpn_loc": 0.06437802803702652, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032761826719484, "mask_rcnn/false_negative": 0.08953770956256732, "mask_rcnn/false_positive": 0.1062322984097829, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.164139219559729, "total_loss": 0.7066985815763474} {"data_time": 0.012358823558315635, "eta_seconds": 24000.428139567375, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2715298296869294, "fast_rcnn/fg_cls_accuracy": 0.7082681697296869, "iteration": 69419, "loss_box_reg": 0.21405163779854774, "loss_cls": 0.16185846738517284, "loss_mask": 0.22847566567361355, "loss_rpn_cls": 0.021395678631961346, "loss_rpn_loc": 0.06899595819413662, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038425325442987, "mask_rcnn/false_negative": 0.0812831189242261, "mask_rcnn/false_positive": 0.11304538048763521, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1574697166215628, "total_loss": 0.6913367872766685} {"data_time": 0.011769402073696256, "eta_seconds": 23980.96624877304, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23286411411411412, "fast_rcnn/fg_cls_accuracy": 0.7461908472845511, "iteration": 69439, "loss_box_reg": 0.20881838724017143, "loss_cls": 0.15783940814435482, "loss_mask": 0.22622624225914478, "loss_rpn_cls": 0.01777517143636942, "loss_rpn_loc": 0.05625275266356766, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094173456016447, "mask_rcnn/false_negative": 0.08942680618630905, "mask_rcnn/false_positive": 0.10157651291999273, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.1702394308522344, "total_loss": 0.6696102285932284} {"data_time": 0.010813731700181961, "eta_seconds": 23961.535887122154, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.24962330487192363, "fast_rcnn/fg_cls_accuracy": 0.6983792635306303, "iteration": 69459, "loss_box_reg": 0.23139983415603638, "loss_cls": 0.17659502569586039, "loss_mask": 0.22873479686677456, "loss_rpn_cls": 0.02173861397022847, "loss_rpn_loc": 0.06419049529358745, "lr": 1e-05, "mask_rcnn/accuracy": 0.8985872434012745, "mask_rcnn/false_negative": 0.08414535032680116, "mask_rcnn/false_positive": 0.10738856637323024, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1908701865468174, "total_loss": 0.6963285439414904} {"data_time": 0.012091651791706681, "eta_seconds": 23939.317461540923, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24721475560585698, "fast_rcnn/fg_cls_accuracy": 0.73856723491547, "iteration": 69479, "loss_box_reg": 0.20783511456102133, "loss_cls": 0.16558054834604263, "loss_mask": 0.23805652000010014, "loss_rpn_cls": 0.02142862614709884, "loss_rpn_loc": 0.06483267131261528, "lr": 1e-05, "mask_rcnn/accuracy": 0.8932648420144165, "mask_rcnn/false_negative": 0.09937465629818779, "mask_rcnn/false_positive": 0.11454644932854566, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1611598536837846, "total_loss": 0.7041325798491016} {"data_time": 0.012984450673684478, "eta_seconds": 23926.184936077334, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2498662227242999, "fast_rcnn/fg_cls_accuracy": 0.7108721366337776, "iteration": 69499, "loss_box_reg": 0.20765781216323376, "loss_cls": 0.15795022435486317, "loss_mask": 0.22022529877722263, "loss_rpn_cls": 0.021561829489655793, "loss_rpn_loc": 0.06825434928759933, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042390103364764, "mask_rcnn/false_negative": 0.08418528913236639, "mask_rcnn/false_positive": 0.10365669420343418, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1737336055375636, "total_loss": 0.6671031901314564} {"data_time": 0.012876841006800532, "eta_seconds": 23901.223440170288, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2992317990564835, "fast_rcnn/fg_cls_accuracy": 0.6698993880302873, "iteration": 69519, "loss_box_reg": 0.23225738294422626, "loss_cls": 0.17301354557275772, "loss_mask": 0.2361746896058321, "loss_rpn_cls": 0.020896334142889827, "loss_rpn_loc": 0.07046246412210166, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988972022349977, "mask_rcnn/false_negative": 0.08565978974289362, "mask_rcnn/false_positive": 0.11284946543027499, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1739550835918635, "total_loss": 0.7198322905460373} {"data_time": 0.01323353941552341, "eta_seconds": 23893.830547649413, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.24380276933468423, "fast_rcnn/fg_cls_accuracy": 0.7070735927909103, "iteration": 69539, "loss_box_reg": 0.24426199309527874, "loss_cls": 0.18834316916763783, "loss_mask": 0.2258396167308092, "loss_rpn_cls": 0.02332693978678435, "loss_rpn_loc": 0.0698960805311799, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071467567272214, "mask_rcnn/false_negative": 0.0878297550531402, "mask_rcnn/false_positive": 0.1067436649045941, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1796774670947343, "total_loss": 0.7403953603934497} {"data_time": 0.012766804778948426, "eta_seconds": 23864.6262503881, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.31521824640391166, "fast_rcnn/fg_cls_accuracy": 0.6628787878787878, "iteration": 69559, "loss_box_reg": 0.22312494739890099, "loss_cls": 0.1669903127476573, "loss_mask": 0.22974281385540962, "loss_rpn_cls": 0.02341222440736601, "loss_rpn_loc": 0.05985952937044203, "lr": 1e-05, "mask_rcnn/accuracy": 0.8880710740028366, "mask_rcnn/false_negative": 0.09487921303623992, "mask_rcnn/false_positive": 0.12387864515141321, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1412744491826743, "total_loss": 0.709563396521844} {"data_time": 0.012026628945022821, "eta_seconds": 23834.896315713413, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2677748518762344, "fast_rcnn/fg_cls_accuracy": 0.6908386175757777, "iteration": 69579, "loss_box_reg": 0.21788556966930628, "loss_cls": 0.16994900023564696, "loss_mask": 0.21894262358546257, "loss_rpn_cls": 0.020570306933223037, "loss_rpn_loc": 0.05953360011335462, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028366637764469, "mask_rcnn/false_negative": 0.08679839855784985, "mask_rcnn/false_positive": 0.10806513995755773, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.163549596676603, "total_loss": 0.6892259479718632} {"data_time": 0.0114558981731534, "eta_seconds": 23800.706986896694, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2838827838827839, "fast_rcnn/fg_cls_accuracy": 0.7038728534892218, "iteration": 69599, "loss_box_reg": 0.2249003853648901, "loss_cls": 0.16378161869943142, "loss_mask": 0.23096685111522675, "loss_rpn_cls": 0.0208190125413239, "loss_rpn_loc": 0.06266377517022192, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934389345374838, "mask_rcnn/false_negative": 0.09089235418988817, "mask_rcnn/false_positive": 0.11807248875388017, "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": 1.1657371651381254, "total_loss": 0.7231265701702796} {"data_time": 0.0128931172657758, "eta_seconds": 23777.372960438952, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2298843578819233, "fast_rcnn/fg_cls_accuracy": 0.7637549700278443, "iteration": 69619, "loss_box_reg": 0.2004800345748663, "loss_cls": 0.1537267379462719, "loss_mask": 0.22456062026321888, "loss_rpn_cls": 0.022754819132387638, "loss_rpn_loc": 0.054450627183541656, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080190622264981, "mask_rcnn/false_negative": 0.07839584005398528, "mask_rcnn/false_positive": 0.09606556678977882, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1696664385963231, "total_loss": 0.6666929865605198} {"data_time": 0.012793646194040775, "eta_seconds": 23751.526362858713, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2639317438055166, "fast_rcnn/fg_cls_accuracy": 0.7052205080255571, "iteration": 69639, "loss_box_reg": 0.1965771522372961, "loss_cls": 0.1514537506736815, "loss_mask": 0.2268347255885601, "loss_rpn_cls": 0.023154244030592963, "loss_rpn_loc": 0.0628300016396679, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121875949338216, "mask_rcnn/false_negative": 0.08392200640841399, "mask_rcnn/false_positive": 0.10465694164606171, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.153281067032367, "total_loss": 0.6804633853607811} {"data_time": 0.012050127843394876, "eta_seconds": 23728.194804545492, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.24472222222222223, "fast_rcnn/fg_cls_accuracy": 0.7474723239750747, "iteration": 69659, "loss_box_reg": 0.22473563626408577, "loss_cls": 0.17184262722730637, "loss_mask": 0.23219224996864796, "loss_rpn_cls": 0.022635159722995013, "loss_rpn_loc": 0.06804567505605519, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026942875364432, "mask_rcnn/false_negative": 0.08775728571050198, "mask_rcnn/false_positive": 0.1023121838065852, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1827987676952034, "total_loss": 0.7168043123092502} {"data_time": 0.012485848041251302, "eta_seconds": 23689.212994240224, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2516227117592305, "fast_rcnn/fg_cls_accuracy": 0.723035756292637, "iteration": 69679, "loss_box_reg": 0.1987688783556223, "loss_cls": 0.15752081479877234, "loss_mask": 0.20992143265902996, "loss_rpn_cls": 0.01784869746188633, "loss_rpn_loc": 0.0571401275228709, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009091831842997, "mask_rcnn/false_negative": 0.08408696045230935, "mask_rcnn/false_positive": 0.10681958746416459, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1561445521656424, "total_loss": 0.6555963662685826} {"data_time": 0.013194286497309804, "eta_seconds": 23658.851277595386, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23353716835311927, "fast_rcnn/fg_cls_accuracy": 0.7367875180375181, "iteration": 69699, "loss_box_reg": 0.22125216899439692, "loss_cls": 0.16385754197835922, "loss_mask": 0.23514739237725735, "loss_rpn_cls": 0.02308727132913191, "loss_rpn_loc": 0.05946653545834124, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972217567975429, "mask_rcnn/false_negative": 0.08225753214252271, "mask_rcnn/false_positive": 0.0971358263721129, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1635538013651967, "total_loss": 0.7190256421454251} {"data_time": 0.012510807486250997, "eta_seconds": 23642.580685196444, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24537322112753146, "fast_rcnn/fg_cls_accuracy": 0.7152974504249292, "iteration": 69719, "loss_box_reg": 0.2164200721308589, "loss_cls": 0.1653644796460867, "loss_mask": 0.22726638056337833, "loss_rpn_cls": 0.023022734552796464, "loss_rpn_loc": 0.07146190572530031, "lr": 1e-05, "mask_rcnn/accuracy": 0.8991380568807327, "mask_rcnn/false_negative": 0.08796785901118706, "mask_rcnn/false_positive": 0.10678833671132322, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1756906879600137, "total_loss": 0.6990772081771865} {"data_time": 0.012589620891958475, "eta_seconds": 23605.395471551456, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2684903748733536, "fast_rcnn/fg_cls_accuracy": 0.7186454207730804, "iteration": 69739, "loss_box_reg": 0.1998014748096466, "loss_cls": 0.14173079002648592, "loss_mask": 0.22113854065537453, "loss_rpn_cls": 0.022047730366466567, "loss_rpn_loc": 0.060877227457240224, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128515289597818, "mask_rcnn/false_negative": 0.079950182399557, "mask_rcnn/false_positive": 0.10539865147996173, "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": 1.1387521468568593, "total_loss": 0.6351443093590206} {"data_time": 0.012826455989852548, "eta_seconds": 23576.825346592814, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2514722465856409, "fast_rcnn/fg_cls_accuracy": 0.7069827877752265, "iteration": 69759, "loss_box_reg": 0.203560802154243, "loss_cls": 0.1602665949612856, "loss_mask": 0.21779383718967438, "loss_rpn_cls": 0.022542403952684253, "loss_rpn_loc": 0.055531725753098726, "lr": 1e-05, "mask_rcnn/accuracy": 0.8970685345394196, "mask_rcnn/false_negative": 0.09492618749892409, "mask_rcnn/false_positive": 0.11107900779801841, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1575832173693925, "total_loss": 0.6606419193558395} {"data_time": 0.011714802123606205, "eta_seconds": 23546.035346696153, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2638532477947073, "fast_rcnn/fg_cls_accuracy": 0.7304412309974045, "iteration": 69779, "loss_box_reg": 0.22023995779454708, "loss_cls": 0.16917152795940638, "loss_mask": 0.22642310336232185, "loss_rpn_cls": 0.020041194336954504, "loss_rpn_loc": 0.06547184032388031, "lr": 1e-05, "mask_rcnn/accuracy": 0.8896565058770582, "mask_rcnn/false_negative": 0.08933791881478981, "mask_rcnn/false_positive": 0.1144854515227473, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1548724249005318, "total_loss": 0.695270360331051} {"data_time": 0.013548157410696149, "eta_seconds": 23527.136603929102, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2562310030395136, "fast_rcnn/fg_cls_accuracy": 0.7281520562770563, "iteration": 69799, "loss_box_reg": 0.21876273397356272, "loss_cls": 0.15357703156769276, "loss_mask": 0.22513687051832676, "loss_rpn_cls": 0.01933784514403669, "loss_rpn_loc": 0.06210870249196887, "lr": 1e-05, "mask_rcnn/accuracy": 0.893967297379724, "mask_rcnn/false_negative": 0.1040309262612237, "mask_rcnn/false_positive": 0.10941917904830294, "roi_head/num_bg_samples": 422.375, "roi_head/num_fg_samples": 89.625, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.1789781055413187, "total_loss": 0.6764987298520282} {"data_time": 0.012128403410315514, "eta_seconds": 23497.133422042243, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.29595333702575466, "fast_rcnn/fg_cls_accuracy": 0.6989003306775561, "iteration": 69819, "loss_box_reg": 0.21174100786447525, "loss_cls": 0.1643566805869341, "loss_mask": 0.223145117983222, "loss_rpn_cls": 0.021569020464085042, "loss_rpn_loc": 0.05981659842655063, "lr": 1e-05, "mask_rcnn/accuracy": 0.8901816160063101, "mask_rcnn/false_negative": 0.08604676824176691, "mask_rcnn/false_positive": 0.12408710034165364, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1448334399610758, "total_loss": 0.6820081981131807} {"data_time": 0.012192512629553676, "eta_seconds": 23487.03410446644, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.251886524822695, "fast_rcnn/fg_cls_accuracy": 0.7238952803468932, "iteration": 69839, "loss_box_reg": 0.21268660109490156, "loss_cls": 0.15492674242705107, "loss_mask": 0.2189988698810339, "loss_rpn_cls": 0.02460400277050212, "loss_rpn_loc": 0.06421008706092834, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983194170141175, "mask_rcnn/false_negative": 0.07979055753004988, "mask_rcnn/false_positive": 0.12095188597904499, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.1735195214860141, "total_loss": 0.6888390438325587} {"data_time": 0.011542535154148936, "eta_seconds": 23450.558331017382, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2620052038493179, "fast_rcnn/fg_cls_accuracy": 0.7214851144381346, "iteration": 69859, "loss_box_reg": 0.24138981103897095, "loss_cls": 0.18381689488887787, "loss_mask": 0.23466169834136963, "loss_rpn_cls": 0.028280809405259788, "loss_rpn_loc": 0.06570399133488536, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996700905271772, "mask_rcnn/false_negative": 0.08970349281291777, "mask_rcnn/false_positive": 0.11944998332201207, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1570307610090822, "total_loss": 0.7514600680442527} {"data_time": 0.013828652910888195, "eta_seconds": 23426.153084058315, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.25092638137399575, "fast_rcnn/fg_cls_accuracy": 0.7267285445251547, "iteration": 69879, "loss_box_reg": 0.21959436312317848, "loss_cls": 0.16998554836027324, "loss_mask": 0.23330792598426342, "loss_rpn_cls": 0.02134989690966904, "loss_rpn_loc": 0.05895686219446361, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982013346285767, "mask_rcnn/false_negative": 0.09333526050009956, "mask_rcnn/false_positive": 0.11189937713852963, "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": 1.137320221401751, "total_loss": 0.693205810355721} {"data_time": 0.011835576966404915, "eta_seconds": 23413.744538859464, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2573557692307692, "fast_rcnn/fg_cls_accuracy": 0.7184442270058709, "iteration": 69899, "loss_box_reg": 0.21581855230033398, "loss_cls": 0.16504868399351835, "loss_mask": 0.22443570010364056, "loss_rpn_cls": 0.019399279088247567, "loss_rpn_loc": 0.07152942405082285, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032734854612576, "mask_rcnn/false_negative": 0.0781693310644318, "mask_rcnn/false_positive": 0.11445022160412041, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.172981045441702, "total_loss": 0.6779106864414643} {"data_time": 0.01228944631293416, "eta_seconds": 23393.831588178873, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.21971788106352752, "fast_rcnn/fg_cls_accuracy": 0.740073751470261, "iteration": 69919, "loss_box_reg": 0.21969236340373755, "loss_cls": 0.15684105642139912, "loss_mask": 0.22505986504256725, "loss_rpn_cls": 0.022425386880058795, "loss_rpn_loc": 0.058699718210846186, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066007298007661, "mask_rcnn/false_negative": 0.08667573379602081, "mask_rcnn/false_positive": 0.11018503716806413, "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": 1.1685477490536869, "total_loss": 0.6690485596773215} {"data_time": 0.012634031241759658, "eta_seconds": 23372.370837084018, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2332995537830372, "fast_rcnn/fg_cls_accuracy": 0.7273021145678902, "iteration": 69939, "loss_box_reg": 0.19554061070084572, "loss_cls": 0.1587757831439376, "loss_mask": 0.23232563585042953, "loss_rpn_cls": 0.018440854037180543, "loss_rpn_loc": 0.05362135334871709, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082143163508041, "mask_rcnn/false_negative": 0.07479414111989516, "mask_rcnn/false_positive": 0.09600000746166978, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1656393464654684, "total_loss": 0.6582083247194532} {"data_time": 0.011766512878239155, "eta_seconds": 23347.23033003509, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.16840301681276484, "fast_rcnn/fg_cls_accuracy": 0.8073134376721429, "iteration": 69959, "loss_box_reg": 0.20523367822170258, "loss_cls": 0.1516632717102766, "loss_mask": 0.22243454679846764, "loss_rpn_cls": 0.02089150092797354, "loss_rpn_loc": 0.06127838313113898, "lr": 1e-05, "mask_rcnn/accuracy": 0.909058824836232, "mask_rcnn/false_negative": 0.0772795756511587, "mask_rcnn/false_positive": 0.10247186716930168, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.155528117902577, "total_loss": 0.6746292203315534} {"data_time": 0.011882893042638898, "eta_seconds": 23320.55550586898, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2598996400130904, "fast_rcnn/fg_cls_accuracy": 0.6973777833584464, "iteration": 69979, "loss_box_reg": 0.20868981443345547, "loss_cls": 0.15775240026414394, "loss_mask": 0.23450504057109356, "loss_rpn_cls": 0.024886193015845492, "loss_rpn_loc": 0.06837939866818488, "lr": 1e-05, "mask_rcnn/accuracy": 0.891788175467918, "mask_rcnn/false_negative": 0.09868977531888475, "mask_rcnn/false_positive": 0.1242804194020066, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.164908419828862, "total_loss": 0.6797621661098674} {"bbox/AP": 43.61319021055819, "bbox/AP-airplane": 65.71828009653503, "bbox/AP-apple": 22.727899222843664, "bbox/AP-backpack": 18.068684232009566, "bbox/AP-banana": 27.980046659955367, "bbox/AP-baseball bat": 32.057252130842315, "bbox/AP-baseball glove": 40.587058937724755, "bbox/AP-bear": 78.29151051194253, "bbox/AP-bed": 45.84763318029329, "bbox/AP-bench": 26.052783729397067, "bbox/AP-bicycle": 33.820289539382344, "bbox/AP-bird": 38.73802812961685, "bbox/AP-boat": 28.34853065002529, "bbox/AP-book": 17.786864221917924, "bbox/AP-bottle": 40.88608089493605, "bbox/AP-bowl": 43.10517357969255, "bbox/AP-broccoli": 24.30458724843758, "bbox/AP-bus": 65.73256874596308, "bbox/AP-cake": 41.157327629755535, "bbox/AP-car": 46.09483888036851, "bbox/AP-carrot": 23.71657522032893, "bbox/AP-cat": 69.97332819665434, "bbox/AP-cell phone": 38.614028395640275, "bbox/AP-chair": 30.18779707865932, "bbox/AP-clock": 53.40302110858723, "bbox/AP-couch": 43.18417057056552, "bbox/AP-cow": 60.14566037839788, "bbox/AP-cup": 44.433723966902775, "bbox/AP-dining table": 27.878153815922467, "bbox/AP-dog": 66.15565433901479, "bbox/AP-donut": 50.773723140853456, "bbox/AP-elephant": 65.97577230375515, "bbox/AP-fire hydrant": 69.02976981771324, "bbox/AP-fork": 36.938829181173105, "bbox/AP-frisbee": 68.93513604987189, "bbox/AP-giraffe": 66.79947990494226, "bbox/AP-hair drier": 5.159515951595159, "bbox/AP-handbag": 16.197514491090182, "bbox/AP-horse": 58.63367694588779, "bbox/AP-hot dog": 35.88750461969561, "bbox/AP-keyboard": 51.30635551827661, "bbox/AP-kite": 45.287783982955574, "bbox/AP-knife": 22.01752476493336, "bbox/AP-laptop": 59.873648168394254, "bbox/AP-microwave": 54.66254967238303, "bbox/AP-motorcycle": 43.11061338821525, "bbox/AP-mouse": 63.71240238718209, "bbox/AP-orange": 33.50416786799646, "bbox/AP-oven": 35.85511027884776, "bbox/AP-parking meter": 47.07497139006633, "bbox/AP-person": 55.406859116696936, "bbox/AP-pizza": 52.86341639954816, "bbox/AP-potted plant": 30.64230976877138, "bbox/AP-refrigerator": 55.59571017522378, "bbox/AP-remote": 36.260231662076336, "bbox/AP-sandwich": 36.58475946133414, "bbox/AP-scissors": 31.38808020558005, "bbox/AP-sheep": 55.46227751429866, "bbox/AP-sink": 39.01313981287377, "bbox/AP-skateboard": 51.53280526272449, "bbox/AP-skis": 25.536130922478417, "bbox/AP-snowboard": 41.2725134650978, "bbox/AP-spoon": 18.231581756085436, "bbox/AP-sports ball": 51.58355685556544, "bbox/AP-stop sign": 68.80918848592431, "bbox/AP-suitcase": 41.177187282265315, "bbox/AP-surfboard": 41.970896601442064, "bbox/AP-teddy bear": 48.35584096800301, "bbox/AP-tennis racket": 48.891336289829, "bbox/AP-tie": 34.68296872679362, "bbox/AP-toaster": 38.7478213205936, "bbox/AP-toilet": 59.6942604261563, "bbox/AP-toothbrush": 28.35697849113598, "bbox/AP-traffic light": 30.023589770884595, "bbox/AP-train": 64.62770406072319, "bbox/AP-truck": 37.11054036449869, "bbox/AP-tv": 56.255383057609755, "bbox/AP-umbrella": 39.79017196216969, "bbox/AP-vase": 40.61162970489875, "bbox/AP-wine glass": 37.449921317994, "bbox/AP-zebra": 65.3928245172362, "bbox/AP50": 66.10707756151922, "bbox/AP75": 47.88993073097867, "bbox/APl": 56.174864128380996, "bbox/APm": 46.995919783148054, "bbox/APs": 27.941839369444015, "data_time": 0.013328374363481998, "eta_seconds": 23291.729777120054, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27522144201202436, "fast_rcnn/fg_cls_accuracy": 0.7120009983317351, "iteration": 69999, "loss_box_reg": 0.2363400487229228, "loss_cls": 0.17067456152290106, "loss_mask": 0.23947301227599382, "loss_rpn_cls": 0.022648803773336112, "loss_rpn_loc": 0.06718084018211812, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087389099537811, "mask_rcnn/false_negative": 0.07873017120249363, "mask_rcnn/false_positive": 0.10581096039862249, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "segm/AP": 40.16646406915112, "segm/AP-airplane": 53.23579612963434, "segm/AP-apple": 22.571591215895907, "segm/AP-backpack": 17.974570755262434, "segm/AP-banana": 23.3863918763074, "segm/AP-baseball bat": 26.233929246451687, "segm/AP-baseball glove": 43.70368904888256, "segm/AP-bear": 77.98577712456016, "segm/AP-bed": 36.59488069530564, "segm/AP-bench": 19.64809887336566, "segm/AP-bicycle": 20.525649039109673, "segm/AP-bird": 33.28448546625824, "segm/AP-boat": 26.505504057750795, "segm/AP-book": 12.300756903468548, "segm/AP-bottle": 39.67484343991403, "segm/AP-bowl": 41.31728884654236, "segm/AP-broccoli": 23.41342674286437, "segm/AP-bus": 65.29279862292373, "segm/AP-cake": 42.761088350409594, "segm/AP-car": 43.13595018152257, "segm/AP-carrot": 20.9635682836923, "segm/AP-cat": 69.98449643649981, "segm/AP-cell phone": 36.590089736507196, "segm/AP-chair": 21.06246955084995, "segm/AP-clock": 53.9894879906562, "segm/AP-couch": 38.59926785083384, "segm/AP-cow": 53.42413755430081, "segm/AP-cup": 45.25470546564199, "segm/AP-dining table": 16.727372448255487, "segm/AP-dog": 62.93303512971801, "segm/AP-donut": 52.212302660969726, "segm/AP-elephant": 60.07330545511839, "segm/AP-fire hydrant": 67.25506448139868, "segm/AP-fork": 19.0208141923519, "segm/AP-frisbee": 65.84339297349817, "segm/AP-giraffe": 52.957678377454734, "segm/AP-hair drier": 2.624762476247625, "segm/AP-handbag": 16.593600831808924, "segm/AP-horse": 43.290266027919024, "segm/AP-hot dog": 28.74446849368681, "segm/AP-keyboard": 52.23943481470895, "segm/AP-kite": 32.59664025278096, "segm/AP-knife": 15.322837238100917, "segm/AP-laptop": 61.82414751201966, "segm/AP-microwave": 56.583074282029635, "segm/AP-motorcycle": 34.91561529854471, "segm/AP-mouse": 63.446371842563096, "segm/AP-orange": 33.90260925763967, "segm/AP-oven": 34.692398619514805, "segm/AP-parking meter": 47.74490074808761, "segm/AP-person": 48.59130034018062, "segm/AP-pizza": 52.219636269824285, "segm/AP-potted plant": 26.66729121974462, "segm/AP-refrigerator": 58.29769155891476, "segm/AP-remote": 34.25021261004696, "segm/AP-sandwich": 40.059455474658385, "segm/AP-scissors": 26.780581419486488, "segm/AP-sheep": 48.855618986789636, "segm/AP-sink": 37.43998389152184, "segm/AP-skateboard": 33.27615843435725, "segm/AP-skis": 3.0479212215861384, "segm/AP-snowboard": 26.769224288610726, "segm/AP-spoon": 12.83891654822484, "segm/AP-sports ball": 51.9023203388838, "segm/AP-stop sign": 68.28825675262853, "segm/AP-suitcase": 43.92045522443838, "segm/AP-surfboard": 36.205160965063406, "segm/AP-teddy bear": 48.497348586294244, "segm/AP-tennis racket": 55.732436762443086, "segm/AP-tie": 31.85783918939603, "segm/AP-toaster": 45.952702577950106, "segm/AP-toilet": 59.15401916254757, "segm/AP-toothbrush": 21.255014886690187, "segm/AP-traffic light": 28.978207226818895, "segm/AP-train": 63.81026722833906, "segm/AP-truck": 37.66221201449987, "segm/AP-tv": 59.37151399400471, "segm/AP-umbrella": 48.52172951837764, "segm/AP-vase": 40.84288996423277, "segm/AP-wine glass": 33.42964102837776, "segm/AP-zebra": 57.88228494732783, "segm/AP50": 63.13106019376967, "segm/AP75": 43.150427770057654, "segm/APl": 56.89966800257906, "segm/APm": 42.9554884167833, "segm/APs": 21.2471033484208, "time": 1.1751863290555775, "total_loss": 0.7410069690085948} {"data_time": 0.012884614057838917, "eta_seconds": 23275.20324777346, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.26378378378378375, "fast_rcnn/fg_cls_accuracy": 0.7077789845234863, "iteration": 70019, "loss_box_reg": 0.2258370127528906, "loss_cls": 0.1717512048780918, "loss_mask": 0.23242962919175625, "loss_rpn_cls": 0.019735765061341226, "loss_rpn_loc": 0.06139767891727388, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934132924464495, "mask_rcnn/false_negative": 0.0922799245038832, "mask_rcnn/false_positive": 0.11876022629490444, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1689654022920877, "total_loss": 0.7098423952120356} {"data_time": 0.012599152978509665, "eta_seconds": 23239.48330875486, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.22728730622147292, "fast_rcnn/fg_cls_accuracy": 0.7207906498437686, "iteration": 70039, "loss_box_reg": 0.20192074589431286, "loss_cls": 0.16328834276646376, "loss_mask": 0.23080343194305897, "loss_rpn_cls": 0.021812027669511735, "loss_rpn_loc": 0.06089966604486108, "lr": 1e-05, "mask_rcnn/accuracy": 0.8954280457324049, "mask_rcnn/false_negative": 0.10254759072399386, "mask_rcnn/false_positive": 0.10679978533676347, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1350434890482575, "total_loss": 0.7047122802468948} {"data_time": 0.013747063931077719, "eta_seconds": 23213.32532828208, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2560240317562493, "fast_rcnn/fg_cls_accuracy": 0.7290322580645161, "iteration": 70059, "loss_box_reg": 0.2103544156998396, "loss_cls": 0.1658009085804224, "loss_mask": 0.22467456199228764, "loss_rpn_cls": 0.02167328621726483, "loss_rpn_loc": 0.057966089341789484, "lr": 1e-05, "mask_rcnn/accuracy": 0.89977645424074, "mask_rcnn/false_negative": 0.08556352631416028, "mask_rcnn/false_positive": 0.10767547199405036, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.157268006587401, "total_loss": 0.6753421992325457} {"data_time": 0.011947078630328178, "eta_seconds": 23192.985271196812, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2790234180368709, "fast_rcnn/fg_cls_accuracy": 0.7018819021861618, "iteration": 70079, "loss_box_reg": 0.2245956715196371, "loss_cls": 0.17227494250983, "loss_mask": 0.23161206766963005, "loss_rpn_cls": 0.019937901408411562, "loss_rpn_loc": 0.06519762217067182, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982350579998608, "mask_rcnn/false_negative": 0.08417725000532074, "mask_rcnn/false_positive": 0.10152881461731406, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.1705234760884196, "total_loss": 0.7288614864519332} {"data_time": 0.011719413101673126, "eta_seconds": 23168.556020176038, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28681518151815183, "fast_rcnn/fg_cls_accuracy": 0.6881285675455286, "iteration": 70099, "loss_box_reg": 0.2159247314557433, "loss_cls": 0.15836052037775517, "loss_mask": 0.22559615783393383, "loss_rpn_cls": 0.021315045887604356, "loss_rpn_loc": 0.05778428423218429, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982006769277577, "mask_rcnn/false_negative": 0.08944411704644989, "mask_rcnn/false_positive": 0.11257474873903114, "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": 1.16302848351188, "total_loss": 0.7044660745013971} {"data_time": 0.011992226587608457, "eta_seconds": 23154.43710357882, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27129961006356496, "fast_rcnn/fg_cls_accuracy": 0.7179675994108984, "iteration": 70119, "loss_box_reg": 0.22603551298379898, "loss_cls": 0.1636180868372321, "loss_mask": 0.23062423802912235, "loss_rpn_cls": 0.018715332495048642, "loss_rpn_loc": 0.06260013533756137, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052493279920664, "mask_rcnn/false_negative": 0.08419204263677096, "mask_rcnn/false_positive": 0.10041222741334586, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1699718583840877, "total_loss": 0.7171572955558077} {"data_time": 0.012913162121549249, "eta_seconds": 23135.412237276323, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.26236809815950923, "fast_rcnn/fg_cls_accuracy": 0.7180974477958237, "iteration": 70139, "loss_box_reg": 0.21621016412973404, "loss_cls": 0.1645819405093789, "loss_mask": 0.22620848938822746, "loss_rpn_cls": 0.020286088809370995, "loss_rpn_loc": 0.07045236346311867, "lr": 1e-05, "mask_rcnn/accuracy": 0.8897872236829292, "mask_rcnn/false_negative": 0.10288371759897574, "mask_rcnn/false_positive": 0.11792684200476607, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1765895229764283, "total_loss": 0.725412041938398} {"data_time": 0.013240946223959327, "eta_seconds": 23107.848698943853, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.21762065941940167, "fast_rcnn/fg_cls_accuracy": 0.7727054892993579, "iteration": 70159, "loss_box_reg": 0.20127883553504944, "loss_cls": 0.14278522226959467, "loss_mask": 0.22079903446137905, "loss_rpn_cls": 0.02130875992588699, "loss_rpn_loc": 0.05846476904116571, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116920779243504, "mask_rcnn/false_negative": 0.087554003986548, "mask_rcnn/false_positive": 0.0873577100284644, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.1583080808632076, "total_loss": 0.635745553241577} {"data_time": 0.01299391151405871, "eta_seconds": 23087.659319806844, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2622823383084577, "fast_rcnn/fg_cls_accuracy": 0.7100461064039999, "iteration": 70179, "loss_box_reg": 0.20901381224393845, "loss_cls": 0.15817259391769767, "loss_mask": 0.22483133152127266, "loss_rpn_cls": 0.02196641534101218, "loss_rpn_loc": 0.05533138895407319, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038795674235776, "mask_rcnn/false_negative": 0.08044015191554996, "mask_rcnn/false_positive": 0.10874287776134564, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1660818031523377, "total_loss": 0.6729822603520006} {"data_time": 0.013070788467302918, "eta_seconds": 23069.650777615607, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.29223531844499584, "fast_rcnn/fg_cls_accuracy": 0.7077646815550042, "iteration": 70199, "loss_box_reg": 0.2098011802881956, "loss_cls": 0.15741604706272483, "loss_mask": 0.2230658009648323, "loss_rpn_cls": 0.020200476050376892, "loss_rpn_loc": 0.05745266785379499, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045017322245519, "mask_rcnn/false_negative": 0.0890514750777322, "mask_rcnn/false_positive": 0.1074615503977861, "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": 1.1746087863575667, "total_loss": 0.6744894309958909} {"data_time": 0.012494816211983562, "eta_seconds": 23040.48010077793, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.27510683760683763, "fast_rcnn/fg_cls_accuracy": 0.708474439606515, "iteration": 70219, "loss_box_reg": 0.22803854942321777, "loss_cls": 0.1651283586397767, "loss_mask": 0.23321024514734745, "loss_rpn_cls": 0.02382793737342581, "loss_rpn_loc": 0.06324255047366023, "lr": 1e-05, "mask_rcnn/accuracy": 0.8963053391968228, "mask_rcnn/false_negative": 0.09853389459727774, "mask_rcnn/false_positive": 0.10928120905289163, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1459993093740195, "total_loss": 0.7185095659224316} {"data_time": 0.012798813870176673, "eta_seconds": 23022.690232079476, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24741025641025644, "fast_rcnn/fg_cls_accuracy": 0.6933947638703176, "iteration": 70239, "loss_box_reg": 0.21187083050608635, "loss_cls": 0.1583271585404873, "loss_mask": 0.2227434292435646, "loss_rpn_cls": 0.018955201259814203, "loss_rpn_loc": 0.05948769673705101, "lr": 1e-05, "mask_rcnn/accuracy": 0.8976900758467177, "mask_rcnn/false_negative": 0.0885250665541395, "mask_rcnn/false_positive": 0.1109751759646793, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1831375968176872, "total_loss": 0.6709307359997183} {"data_time": 0.01079986453987658, "eta_seconds": 22995.621226779185, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2802149487054225, "fast_rcnn/fg_cls_accuracy": 0.6887612797374898, "iteration": 70259, "loss_box_reg": 0.20904270559549332, "loss_cls": 0.166290326975286, "loss_mask": 0.2234022170305252, "loss_rpn_cls": 0.01927296386566013, "loss_rpn_loc": 0.05734132626093924, "lr": 1e-05, "mask_rcnn/accuracy": 0.906402077485402, "mask_rcnn/false_negative": 0.08368693574853872, "mask_rcnn/false_positive": 0.09586310826646285, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1598464220296592, "total_loss": 0.6645268141874112} {"data_time": 0.012041992507874966, "eta_seconds": 22974.42026488483, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2371883656509695, "fast_rcnn/fg_cls_accuracy": 0.7545013850415512, "iteration": 70279, "loss_box_reg": 0.23413458839058876, "loss_cls": 0.1669936440885067, "loss_mask": 0.23117314651608467, "loss_rpn_cls": 0.021063309744931757, "loss_rpn_loc": 0.0662057293811813, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116171733173566, "mask_rcnn/false_negative": 0.08107642391129904, "mask_rcnn/false_positive": 0.1069377423123126, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1699913162738085, "total_loss": 0.7118847704259679} {"data_time": 0.011524721514433622, "eta_seconds": 22947.87530777976, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.268513566329994, "fast_rcnn/fg_cls_accuracy": 0.6849066334314631, "iteration": 70299, "loss_box_reg": 0.2004800857976079, "loss_cls": 0.15942564979195595, "loss_mask": 0.22928213700652122, "loss_rpn_cls": 0.023277245636563748, "loss_rpn_loc": 0.06145454430952668, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027238130721738, "mask_rcnn/false_negative": 0.08620210960259642, "mask_rcnn/false_positive": 0.11600882688054787, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1398264775052667, "total_loss": 0.6837290709008812} {"data_time": 0.011419319082051516, "eta_seconds": 22930.220676921308, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24197437052046983, "fast_rcnn/fg_cls_accuracy": 0.7263454861111112, "iteration": 70319, "loss_box_reg": 0.22535868361592293, "loss_cls": 0.1656076479703188, "loss_mask": 0.2297801524400711, "loss_rpn_cls": 0.01844591851113364, "loss_rpn_loc": 0.057675755582749844, "lr": 1e-05, "mask_rcnn/accuracy": 0.902055516692519, "mask_rcnn/false_negative": 0.07443665599325805, "mask_rcnn/false_positive": 0.10669134520456568, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1732881050556898, "total_loss": 0.7174337085452862} {"data_time": 0.012343954760581255, "eta_seconds": 22906.17864183616, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2610792978961783, "fast_rcnn/fg_cls_accuracy": 0.7297506547745451, "iteration": 70339, "loss_box_reg": 0.22148373909294605, "loss_cls": 0.1625835127197206, "loss_mask": 0.22867137752473354, "loss_rpn_cls": 0.023505697783548385, "loss_rpn_loc": 0.06989078759215772, "lr": 1e-05, "mask_rcnn/accuracy": 0.8938198383449828, "mask_rcnn/false_negative": 0.09441768573211362, "mask_rcnn/false_positive": 0.1119366378093705, "roi_head/num_bg_samples": 425.875, "roi_head/num_fg_samples": 86.125, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.1706233483273536, "total_loss": 0.7058341987431049} {"data_time": 0.011303374543786049, "eta_seconds": 22886.80746776983, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2586330689277899, "fast_rcnn/fg_cls_accuracy": 0.7301571513825343, "iteration": 70359, "loss_box_reg": 0.20675182715058327, "loss_cls": 0.15850567538291216, "loss_mask": 0.22206473350524902, "loss_rpn_cls": 0.022927298909053206, "loss_rpn_loc": 0.06150061963126063, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057467830064934, "mask_rcnn/false_negative": 0.08301608909280875, "mask_rcnn/false_positive": 0.10939323284552471, "roi_head/num_bg_samples": 423.125, "roi_head/num_fg_samples": 88.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1767902416177094, "total_loss": 0.6787099690991454} {"data_time": 0.01233889302238822, "eta_seconds": 22865.274757775478, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22856267864434465, "fast_rcnn/fg_cls_accuracy": 0.7466216216216216, "iteration": 70379, "loss_box_reg": 0.20984493428841233, "loss_cls": 0.15522360475733876, "loss_mask": 0.2238999754190445, "loss_rpn_cls": 0.021988570224493742, "loss_rpn_loc": 0.06500441092066467, "lr": 1e-05, "mask_rcnn/accuracy": 0.89760294295209, "mask_rcnn/false_negative": 0.0951041102303628, "mask_rcnn/false_positive": 0.10331783858777935, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1678314299788326, "total_loss": 0.6768872176908189} {"data_time": 0.012972753029316664, "eta_seconds": 22843.113166559488, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2764745894470897, "fast_rcnn/fg_cls_accuracy": 0.6921665191087502, "iteration": 70399, "loss_box_reg": 0.2453978955745697, "loss_cls": 0.1774414274841547, "loss_mask": 0.24010496400296688, "loss_rpn_cls": 0.02261620562057942, "loss_rpn_loc": 0.06984987331088632, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038968545007289, "mask_rcnn/false_negative": 0.08616291600980444, "mask_rcnn/false_positive": 0.11312136851515027, "roi_head/num_bg_samples": 428.625, "roi_head/num_fg_samples": 83.375, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1595763538498431, "total_loss": 0.742595891628298} {"data_time": 0.011371009750291705, "eta_seconds": 22822.78191918973, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.28206078576723503, "fast_rcnn/fg_cls_accuracy": 0.6814362038048614, "iteration": 70419, "loss_box_reg": 0.2273236345499754, "loss_cls": 0.16920664068311453, "loss_mask": 0.2336209211498499, "loss_rpn_cls": 0.01957740285433829, "loss_rpn_loc": 0.06133824598509818, "lr": 1e-05, "mask_rcnn/accuracy": 0.890300365232702, "mask_rcnn/false_negative": 0.08916980531030927, "mask_rcnn/false_positive": 0.12174791615222492, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.164789149304852, "total_loss": 0.7228271898347884} {"data_time": 0.012107885675504804, "eta_seconds": 22791.029508188367, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26314164373469695, "fast_rcnn/fg_cls_accuracy": 0.7157178018824752, "iteration": 70439, "loss_box_reg": 0.22911411710083485, "loss_cls": 0.17153890058398247, "loss_mask": 0.2333550937473774, "loss_rpn_cls": 0.020443723653443158, "loss_rpn_loc": 0.06730195600539446, "lr": 1e-05, "mask_rcnn/accuracy": 0.904945147446177, "mask_rcnn/false_negative": 0.09467755198755273, "mask_rcnn/false_positive": 0.09896885942530315, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.157210290664807, "total_loss": 0.7163650344591588} {"data_time": 0.012101695872843266, "eta_seconds": 22766.715969424695, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.28823029891304347, "fast_rcnn/fg_cls_accuracy": 0.6962683296814427, "iteration": 70459, "loss_box_reg": 0.22472934611141682, "loss_cls": 0.17379788123071194, "loss_mask": 0.23974274843931198, "loss_rpn_cls": 0.024418864864856005, "loss_rpn_loc": 0.07142567483242601, "lr": 1e-05, "mask_rcnn/accuracy": 0.8859050867979439, "mask_rcnn/false_negative": 0.10874534043380979, "mask_rcnn/false_positive": 0.11983632700167307, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.175485556712374, "total_loss": 0.7508390640141442} {"data_time": 0.011536861071363091, "eta_seconds": 22742.57410272956, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.26046169713194794, "fast_rcnn/fg_cls_accuracy": 0.7146065523146459, "iteration": 70479, "loss_box_reg": 0.21353896893560886, "loss_cls": 0.1593041643500328, "loss_mask": 0.22069530747830868, "loss_rpn_cls": 0.01954641006886959, "loss_rpn_loc": 0.05984441237524152, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113508380721453, "mask_rcnn/false_negative": 0.08001622306487995, "mask_rcnn/false_positive": 0.09965779544095985, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1617889781482518, "total_loss": 0.6708641863660887} {"data_time": 0.01196598750539124, "eta_seconds": 22717.198145692237, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25265957446808507, "fast_rcnn/fg_cls_accuracy": 0.7162845453141886, "iteration": 70499, "loss_box_reg": 0.22228915244340897, "loss_cls": 0.17779375333338976, "loss_mask": 0.2229237947613001, "loss_rpn_cls": 0.02287374038132839, "loss_rpn_loc": 0.06941799446940422, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100576555810294, "mask_rcnn/false_negative": 0.09073282494567836, "mask_rcnn/false_positive": 0.10201887060287643, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.163584511494264, "total_loss": 0.7045887403946836} {"data_time": 0.011994650587439537, "eta_seconds": 22691.02893645875, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2148527140733471, "fast_rcnn/fg_cls_accuracy": 0.7795762552859844, "iteration": 70519, "loss_box_reg": 0.2203380586579442, "loss_cls": 0.1638241410255432, "loss_mask": 0.22390113025903702, "loss_rpn_cls": 0.021387155953561887, "loss_rpn_loc": 0.06680365849751979, "lr": 1e-05, "mask_rcnn/accuracy": 0.9130070327461728, "mask_rcnn/false_negative": 0.09052935162594514, "mask_rcnn/false_positive": 0.09508884347208013, "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": 1.1687637949362397, "total_loss": 0.6980835763388313} {"data_time": 0.011695059482008219, "eta_seconds": 22657.700746310875, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2936282467532467, "fast_rcnn/fg_cls_accuracy": 0.6767390536723163, "iteration": 70539, "loss_box_reg": 0.23846780508756638, "loss_cls": 0.1875416962429881, "loss_mask": 0.23006022907793522, "loss_rpn_cls": 0.022025602229405195, "loss_rpn_loc": 0.06808257289230824, "lr": 1e-05, "mask_rcnn/accuracy": 0.8936864488934209, "mask_rcnn/false_negative": 0.08462362308098183, "mask_rcnn/false_positive": 0.12644048530214425, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1590148040559143, "total_loss": 0.7485762625001371} {"data_time": 0.011513517005369067, "eta_seconds": 22645.009948387742, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2188684263014427, "fast_rcnn/fg_cls_accuracy": 0.7618876048644657, "iteration": 70559, "loss_box_reg": 0.21963235177099705, "loss_cls": 0.1580109540373087, "loss_mask": 0.21588920801877975, "loss_rpn_cls": 0.01944350788835436, "loss_rpn_loc": 0.06490902893710881, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997817399174324, "mask_rcnn/false_negative": 0.0878828578546042, "mask_rcnn/false_positive": 0.11143984962141604, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1729999659582973, "total_loss": 0.673479990568012} {"data_time": 0.012375494465231895, "eta_seconds": 22623.999384068884, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2657887056763461, "fast_rcnn/fg_cls_accuracy": 0.7296422235363691, "iteration": 70579, "loss_box_reg": 0.20319254230707884, "loss_cls": 0.16711148712784052, "loss_mask": 0.21380210481584072, "loss_rpn_cls": 0.02128009224543348, "loss_rpn_loc": 0.06401111627928913, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097054439993577, "mask_rcnn/false_negative": 0.07863983789509896, "mask_rcnn/false_positive": 0.10462804992809809, "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": 1.1716419337317348, "total_loss": 0.6576865037204698} {"data_time": 0.012358847307041287, "eta_seconds": 22596.522654406726, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.25160944206008584, "fast_rcnn/fg_cls_accuracy": 0.7109647689046831, "iteration": 70599, "loss_box_reg": 0.22573765739798546, "loss_cls": 0.17260428424924612, "loss_mask": 0.22977968491613865, "loss_rpn_cls": 0.026166679221205413, "loss_rpn_loc": 0.06158784334547818, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073452927243405, "mask_rcnn/false_negative": 0.07997271918295548, "mask_rcnn/false_positive": 0.10671033840808683, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1595116974785924, "total_loss": 0.7288163548801094} {"data_time": 0.012335961684584618, "eta_seconds": 22573.227270226926, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2700557700557701, "fast_rcnn/fg_cls_accuracy": 0.7189189189189189, "iteration": 70619, "loss_box_reg": 0.22682383470237255, "loss_cls": 0.15864916518330574, "loss_mask": 0.23144859820604324, "loss_rpn_cls": 0.02230258798226714, "loss_rpn_loc": 0.06693949224427342, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965015534849718, "mask_rcnn/false_negative": 0.09402649693155671, "mask_rcnn/false_positive": 0.1127245377490448, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 206.375, "rpn/num_pos_anchors": 49.625, "time": 1.175598070025444, "total_loss": 0.7066548507427797} {"data_time": 0.012735637603327632, "eta_seconds": 22549.931886047125, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.21762923351158647, "fast_rcnn/fg_cls_accuracy": 0.7290756302521009, "iteration": 70639, "loss_box_reg": 0.21571970731019974, "loss_cls": 0.15156400110572577, "loss_mask": 0.22352630272507668, "loss_rpn_cls": 0.02027415973134339, "loss_rpn_loc": 0.06518664199393243, "lr": 1e-05, "mask_rcnn/accuracy": 0.8938239938832676, "mask_rcnn/false_negative": 0.10355876228065064, "mask_rcnn/false_positive": 0.10787859430129493, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1500099198892713, "total_loss": 0.6937250581104308} {"data_time": 0.012611484387889504, "eta_seconds": 22519.94489196688, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26298967535129897, "fast_rcnn/fg_cls_accuracy": 0.7141567553014585, "iteration": 70659, "loss_box_reg": 0.2131936913356185, "loss_cls": 0.16313344798982143, "loss_mask": 0.2280266173183918, "loss_rpn_cls": 0.024545202031731606, "loss_rpn_loc": 0.06266553257592022, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079659266435959, "mask_rcnn/false_negative": 0.08072317334670938, "mask_rcnn/false_positive": 0.10236090988215296, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1711269461084157, "total_loss": 0.7054791654809378} {"data_time": 0.012944427086040378, "eta_seconds": 22510.03923500888, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24178571428571427, "fast_rcnn/fg_cls_accuracy": 0.731706579583938, "iteration": 70679, "loss_box_reg": 0.24114732444286346, "loss_cls": 0.17085164040327072, "loss_mask": 0.22894180938601494, "loss_rpn_cls": 0.021908181108301505, "loss_rpn_loc": 0.06686659436672926, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987016429544612, "mask_rcnn/false_negative": 0.09023158050488415, "mask_rcnn/false_positive": 0.11146193274156206, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.171626350376755, "total_loss": 0.7369252016069368} {"data_time": 0.01206483831629157, "eta_seconds": 22487.261229380965, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20073260073260074, "fast_rcnn/fg_cls_accuracy": 0.7472157472157472, "iteration": 70699, "loss_box_reg": 0.21580915339291096, "loss_cls": 0.17242164444178343, "loss_mask": 0.21843894384801388, "loss_rpn_cls": 0.022679001558572054, "loss_rpn_loc": 0.07345232751686126, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115781854475801, "mask_rcnn/false_negative": 0.08116450590913538, "mask_rcnn/false_positive": 0.10043392496925274, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1659749730024487, "total_loss": 0.7033141814172268} {"data_time": 0.011474902043119073, "eta_seconds": 22457.865042574704, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.26679506791750374, "fast_rcnn/fg_cls_accuracy": 0.6913359788359787, "iteration": 70719, "loss_box_reg": 0.21267127990722656, "loss_cls": 0.1635002726688981, "loss_mask": 0.23009184934198856, "loss_rpn_cls": 0.021917377365753055, "loss_rpn_loc": 0.053003265522420406, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072131054782502, "mask_rcnn/false_negative": 0.09482055113027965, "mask_rcnn/false_positive": 0.10760564981892853, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1617551257368177, "total_loss": 0.7052345346892253} {"data_time": 0.013279959559440613, "eta_seconds": 22441.65086383, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2429320377689943, "fast_rcnn/fg_cls_accuracy": 0.7181837706966573, "iteration": 70739, "loss_box_reg": 0.2068242533132434, "loss_cls": 0.156397954095155, "loss_mask": 0.22594060562551022, "loss_rpn_cls": 0.02030114847002551, "loss_rpn_loc": 0.05296180956065655, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999530983245527, "mask_rcnn/false_negative": 0.08335103393547996, "mask_rcnn/false_positive": 0.11133934622844394, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1688653454184532, "total_loss": 0.6488106910837814} {"data_time": 0.011940074153244495, "eta_seconds": 22420.83165794611, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2518315018315018, "fast_rcnn/fg_cls_accuracy": 0.7261565594898929, "iteration": 70759, "loss_box_reg": 0.2139090420678258, "loss_cls": 0.16043748334050179, "loss_mask": 0.22108430601656437, "loss_rpn_cls": 0.022569259424926713, "loss_rpn_loc": 0.07092093816027045, "lr": 1e-05, "mask_rcnn/accuracy": 0.913530897325104, "mask_rcnn/false_negative": 0.08373061657053171, "mask_rcnn/false_positive": 0.09397294045803177, "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": 1.1662348164245486, "total_loss": 0.6919259569840506} {"data_time": 0.012570485007017851, "eta_seconds": 22408.07395719923, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21710526315789475, "fast_rcnn/fg_cls_accuracy": 0.7606412075420093, "iteration": 70779, "loss_box_reg": 0.22448067367076874, "loss_cls": 0.16793815791606903, "loss_mask": 0.22631368413567543, "loss_rpn_cls": 0.020826842286624014, "loss_rpn_loc": 0.06241908937226981, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071834667753801, "mask_rcnn/false_negative": 0.08085885917812294, "mask_rcnn/false_positive": 0.10207201558337818, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1762197015341371, "total_loss": 0.7266698136227205} {"data_time": 0.011444168398156762, "eta_seconds": 22384.756502509117, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.23345328282828282, "fast_rcnn/fg_cls_accuracy": 0.7525902992776058, "iteration": 70799, "loss_box_reg": 0.2109590657055378, "loss_cls": 0.17369389720261097, "loss_mask": 0.2242570724338293, "loss_rpn_cls": 0.018604112818138674, "loss_rpn_loc": 0.06586118717677891, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058954573564963, "mask_rcnn/false_negative": 0.08465799334066293, "mask_rcnn/false_positive": 0.10732363427854008, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1707606203854084, "total_loss": 0.6895944060524926} {"data_time": 0.012743690051138401, "eta_seconds": 22361.439047819003, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2625978782520838, "fast_rcnn/fg_cls_accuracy": 0.7031131598888608, "iteration": 70819, "loss_box_reg": 0.21322013065218925, "loss_cls": 0.15964325238019228, "loss_mask": 0.24061008170247078, "loss_rpn_cls": 0.021387026645243168, "loss_rpn_loc": 0.059724382241256535, "lr": 1e-05, "mask_rcnn/accuracy": 0.8980077102836432, "mask_rcnn/false_negative": 0.09378852026380974, "mask_rcnn/false_positive": 0.11392569829304644, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.150708933128044, "total_loss": 0.6915637450147187} {"data_time": 0.011432469822466373, "eta_seconds": 22327.60574668646, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2780952380952381, "fast_rcnn/fg_cls_accuracy": 0.6905642394205109, "iteration": 70839, "loss_box_reg": 0.21996405720710754, "loss_cls": 0.1544446051120758, "loss_mask": 0.22509867325425148, "loss_rpn_cls": 0.021021949825808406, "loss_rpn_loc": 0.06414719601161778, "lr": 1e-05, "mask_rcnn/accuracy": 0.902481484574534, "mask_rcnn/false_negative": 0.09218411509012094, "mask_rcnn/false_positive": 0.10562025570331447, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1629251560661942, "total_loss": 0.6947913237963803} {"data_time": 0.012446001404896379, "eta_seconds": 22321.871660649776, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.22240047249624878, "fast_rcnn/fg_cls_accuracy": 0.7514353111504954, "iteration": 70859, "loss_box_reg": 0.2061519343405962, "loss_cls": 0.16252661077305675, "loss_mask": 0.2237683106213808, "loss_rpn_cls": 0.02716065221466124, "loss_rpn_loc": 0.07080129702808335, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108148000402407, "mask_rcnn/false_negative": 0.07151351499586397, "mask_rcnn/false_positive": 0.10648868471707548, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1796426037326455, "total_loss": 0.6782920019177254} {"data_time": 0.01244616019539535, "eta_seconds": 22301.2650645338, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25885167464114833, "fast_rcnn/fg_cls_accuracy": 0.7112405200433369, "iteration": 70879, "loss_box_reg": 0.21345950104296207, "loss_cls": 0.17159200087189674, "loss_mask": 0.22275474667549133, "loss_rpn_cls": 0.0242345102597028, "loss_rpn_loc": 0.06077273143455386, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971284156691522, "mask_rcnn/false_negative": 0.08469936025500911, "mask_rcnn/false_positive": 0.11610582897222461, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1663286434486508, "total_loss": 0.6962698595016263} {"data_time": 0.013409253442659974, "eta_seconds": 22266.827473859303, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.25864367816091954, "fast_rcnn/fg_cls_accuracy": 0.697032358322681, "iteration": 70899, "loss_box_reg": 0.22046051267534494, "loss_cls": 0.1702888747677207, "loss_mask": 0.22547689825296402, "loss_rpn_cls": 0.02535290812375024, "loss_rpn_loc": 0.07573029631748796, "lr": 1e-05, "mask_rcnn/accuracy": 0.896598156851859, "mask_rcnn/false_negative": 0.08600986975056864, "mask_rcnn/false_positive": 0.11374626795857898, "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": 1.1538840855937451, "total_loss": 0.7101047319592908} {"data_time": 0.011218010680750012, "eta_seconds": 22239.680446386337, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.28058510638297873, "fast_rcnn/fg_cls_accuracy": 0.7073977316900282, "iteration": 70919, "loss_box_reg": 0.21202275343239307, "loss_cls": 0.1577445873990655, "loss_mask": 0.2220851145684719, "loss_rpn_cls": 0.020910544801154174, "loss_rpn_loc": 0.061932945041917264, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008299816405958, "mask_rcnn/false_negative": 0.08770701772387336, "mask_rcnn/false_positive": 0.1100947512768132, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.169693164061755, "total_loss": 0.6770900281844661} {"data_time": 0.011668674880638719, "eta_seconds": 22226.51646854356, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2522153832722193, "fast_rcnn/fg_cls_accuracy": 0.7160183566433567, "iteration": 70939, "loss_box_reg": 0.22364958096295595, "loss_cls": 0.1596169164404273, "loss_mask": 0.22581575065851212, "loss_rpn_cls": 0.02382178805419244, "loss_rpn_loc": 0.07111255032941699, "lr": 1e-05, "mask_rcnn/accuracy": 0.9106343308326521, "mask_rcnn/false_negative": 0.08014422798615174, "mask_rcnn/false_positive": 0.10871941090995121, "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": 1.17450913018547, "total_loss": 0.7157228333526291} {"data_time": 0.01144664897583425, "eta_seconds": 22209.480655677617, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.26872840408906473, "fast_rcnn/fg_cls_accuracy": 0.6882252796886943, "iteration": 70959, "loss_box_reg": 0.2145720599219203, "loss_cls": 0.15768467308953404, "loss_mask": 0.2366359829902649, "loss_rpn_cls": 0.02267616370227188, "loss_rpn_loc": 0.062394068168941885, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002277521491164, "mask_rcnn/false_negative": 0.08564826238032076, "mask_rcnn/false_positive": 0.11794273297737201, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1716175810433924, "total_loss": 0.6924550617695786} {"data_time": 0.011457208776846528, "eta_seconds": 22184.640031666495, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.27449782844733983, "fast_rcnn/fg_cls_accuracy": 0.7212693403908794, "iteration": 70979, "loss_box_reg": 0.21949531324207783, "loss_cls": 0.1656157160177827, "loss_mask": 0.2362444158643484, "loss_rpn_cls": 0.022330039413645864, "loss_rpn_loc": 0.060134717263281345, "lr": 1e-05, "mask_rcnn/accuracy": 0.8949575192176638, "mask_rcnn/false_negative": 0.0956658470522817, "mask_rcnn/false_positive": 0.12551294934170232, "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": 1.1482514715753496, "total_loss": 0.7113211930845864} {"data_time": 0.011749375611543655, "eta_seconds": 22155.554259894416, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24791073124406457, "fast_rcnn/fg_cls_accuracy": 0.7230684986061331, "iteration": 70999, "loss_box_reg": 0.21340387500822544, "loss_cls": 0.1587006375193596, "loss_mask": 0.2311295736581087, "loss_rpn_cls": 0.02224341599503532, "loss_rpn_loc": 0.06446879217401147, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039732346612767, "mask_rcnn/false_negative": 0.09256887160112869, "mask_rcnn/false_positive": 0.1080884549547563, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1616225026082247, "total_loss": 0.7034427324542776} {"data_time": 0.011970136547461152, "eta_seconds": 22117.847446352243, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.24115021281013183, "fast_rcnn/fg_cls_accuracy": 0.7151889833625409, "iteration": 71019, "loss_box_reg": 0.20634823013097048, "loss_cls": 0.15613398142158985, "loss_mask": 0.21623636968433857, "loss_rpn_cls": 0.022502996333059855, "loss_rpn_loc": 0.06106233689934015, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097323232425405, "mask_rcnn/false_negative": 0.0911226644818098, "mask_rcnn/false_positive": 0.09817000221256668, "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": 1.132690334925428, "total_loss": 0.6694995541911339} {"data_time": 0.011136922519654036, "eta_seconds": 22103.61512588337, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.283652870764861, "fast_rcnn/fg_cls_accuracy": 0.6902095635892266, "iteration": 71039, "loss_box_reg": 0.22171209938824177, "loss_cls": 0.16110634617507458, "loss_mask": 0.2243342474102974, "loss_rpn_cls": 0.02237302385037765, "loss_rpn_loc": 0.060296970419585705, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997151612329637, "mask_rcnn/false_negative": 0.09478916566491793, "mask_rcnn/false_positive": 0.10622819460456998, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 1.164308459032327, "total_loss": 0.6816329467692412} {"data_time": 0.01205080677755177, "eta_seconds": 22082.747897910886, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24257664762211312, "fast_rcnn/fg_cls_accuracy": 0.7200631030305144, "iteration": 71059, "loss_box_reg": 0.21012915670871735, "loss_cls": 0.1592372078448534, "loss_mask": 0.234011922031641, "loss_rpn_cls": 0.021873701829463243, "loss_rpn_loc": 0.06836077524349093, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990588705617257, "mask_rcnn/false_negative": 0.09024522244048191, "mask_rcnn/false_positive": 0.11828989901783277, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1627617725171149, "total_loss": 0.6853803818812594} {"data_time": 0.013133214553818107, "eta_seconds": 22059.42926232703, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.23284381745297564, "fast_rcnn/fg_cls_accuracy": 0.7220942032049384, "iteration": 71079, "loss_box_reg": 0.22539720498025417, "loss_cls": 0.16009389329701662, "loss_mask": 0.23152797110378742, "loss_rpn_cls": 0.025978836172726005, "loss_rpn_loc": 0.06749189225956798, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061180277814287, "mask_rcnn/false_negative": 0.08642334788324142, "mask_rcnn/false_positive": 0.10155711953977452, "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": 1.167931169969961, "total_loss": 0.7411863104207441} {"data_time": 0.01174668944440782, "eta_seconds": 22038.946079579182, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2567161627509403, "fast_rcnn/fg_cls_accuracy": 0.702806513493864, "iteration": 71099, "loss_box_reg": 0.19974078424274921, "loss_cls": 0.15511990571394563, "loss_mask": 0.22444646060466766, "loss_rpn_cls": 0.019086410233285278, "loss_rpn_loc": 0.0655537627171725, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079759853720166, "mask_rcnn/false_negative": 0.084908414485269, "mask_rcnn/false_positive": 0.09785242023635257, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1649141409434378, "total_loss": 0.6585960008669645} {"data_time": 0.01161541324108839, "eta_seconds": 22017.67307318747, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.27328873439583745, "fast_rcnn/fg_cls_accuracy": 0.7055815446707027, "iteration": 71119, "loss_box_reg": 0.22645112965255976, "loss_cls": 0.1672452986240387, "loss_mask": 0.2340058833360672, "loss_rpn_cls": 0.023471896536648273, "loss_rpn_loc": 0.060923003242351115, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958482131941606, "mask_rcnn/false_negative": 0.08977674323689411, "mask_rcnn/false_positive": 0.11272039477939408, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.168244055006653, "total_loss": 0.724257753288839} {"data_time": 0.011703335214406252, "eta_seconds": 21980.34298221115, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.27876507294038283, "fast_rcnn/fg_cls_accuracy": 0.7073694867978169, "iteration": 71139, "loss_box_reg": 0.22140012215822935, "loss_cls": 0.17691768892109394, "loss_mask": 0.23777119256556034, "loss_rpn_cls": 0.017957361444132403, "loss_rpn_loc": 0.060839282581582665, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999122834020966, "mask_rcnn/false_negative": 0.08520107142136212, "mask_rcnn/false_positive": 0.12288102625195929, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1581661840900779, "total_loss": 0.7152254053362412} {"data_time": 0.012611348880454898, "eta_seconds": 21958.710498986766, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2771997944384172, "fast_rcnn/fg_cls_accuracy": 0.7044171866137265, "iteration": 71159, "loss_box_reg": 0.21029884088784456, "loss_cls": 0.162587427534163, "loss_mask": 0.22708633355796337, "loss_rpn_cls": 0.018984115566127002, "loss_rpn_loc": 0.06525377370417118, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070937327633757, "mask_rcnn/false_negative": 0.09050150510104488, "mask_rcnn/false_positive": 0.1081769726342044, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1547523473855108, "total_loss": 0.6807969287619926} {"data_time": 0.011844067135825753, "eta_seconds": 21938.29869464971, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23595769682726203, "fast_rcnn/fg_cls_accuracy": 0.7541472294914098, "iteration": 71179, "loss_box_reg": 0.23133044317364693, "loss_cls": 0.17262795846909285, "loss_mask": 0.2441871054470539, "loss_rpn_cls": 0.02283858531154692, "loss_rpn_loc": 0.08264081040397286, "lr": 1e-05, "mask_rcnn/accuracy": 0.888036335419806, "mask_rcnn/false_negative": 0.09314612093819416, "mask_rcnn/false_positive": 0.12882590160616442, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1681957454420626, "total_loss": 0.7527814185596071} {"data_time": 0.011568210553377867, "eta_seconds": 21912.089032959193, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.24201050620821396, "fast_rcnn/fg_cls_accuracy": 0.7233985116007589, "iteration": 71199, "loss_box_reg": 0.2362385792657733, "loss_cls": 0.17222421802580357, "loss_mask": 0.22422675415873528, "loss_rpn_cls": 0.024427282391116023, "loss_rpn_loc": 0.07473089080303907, "lr": 1e-05, "mask_rcnn/accuracy": 0.892541664230162, "mask_rcnn/false_negative": 0.08703684941224782, "mask_rcnn/false_positive": 0.11848034955991894, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.1749873105436563, "total_loss": 0.7612441405071877} {"data_time": 0.011977212969213724, "eta_seconds": 21904.072035108693, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.22532686169049804, "fast_rcnn/fg_cls_accuracy": 0.7511990850059032, "iteration": 71219, "loss_box_reg": 0.2150025274604559, "loss_cls": 0.1656710938550532, "loss_mask": 0.22845830954611301, "loss_rpn_cls": 0.02014722616877407, "loss_rpn_loc": 0.05854572355747223, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992736678004536, "mask_rcnn/false_negative": 0.08069843688792956, "mask_rcnn/false_positive": 0.11773263042914212, "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": 1.1792383147403598, "total_loss": 0.6949742342112586} {"data_time": 0.012852356536313891, "eta_seconds": 21874.915786376223, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.24011553663727575, "fast_rcnn/fg_cls_accuracy": 0.7219229962127647, "iteration": 71239, "loss_box_reg": 0.21887985989451408, "loss_cls": 0.168810760602355, "loss_mask": 0.22854476049542427, "loss_rpn_cls": 0.017875958583317697, "loss_rpn_loc": 0.06479999120347202, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082498251994386, "mask_rcnn/false_negative": 0.08573006098559224, "mask_rcnn/false_positive": 0.09228606139466661, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1674598129466176, "total_loss": 0.7058546517509967} {"data_time": 0.011760186403989792, "eta_seconds": 21856.31909790449, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2391440047766379, "fast_rcnn/fg_cls_accuracy": 0.7301587301587301, "iteration": 71259, "loss_box_reg": 0.2062684651464224, "loss_cls": 0.1667034374549985, "loss_mask": 0.22468153201043606, "loss_rpn_cls": 0.02320664597209543, "loss_rpn_loc": 0.05769692157628015, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109510228472093, "mask_rcnn/false_negative": 0.07951681525800247, "mask_rcnn/false_positive": 0.10374110691921838, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.1638265713118017, "total_loss": 0.668310658656992} {"data_time": 0.013091786997392774, "eta_seconds": 21823.8225293532, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2696962688868332, "fast_rcnn/fg_cls_accuracy": 0.7210144927536232, "iteration": 71279, "loss_box_reg": 0.2160618882626295, "loss_cls": 0.16637087240815163, "loss_mask": 0.22896616533398628, "loss_rpn_cls": 0.021714801318012178, "loss_rpn_loc": 0.056909987702965736, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044841506880641, "mask_rcnn/false_negative": 0.08941052297500579, "mask_rcnn/false_positive": 0.09681776477564653, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.1563100719358772, "total_loss": 0.6938156000105664} {"data_time": 0.013238072162494063, "eta_seconds": 21814.184303674847, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22208336308886192, "fast_rcnn/fg_cls_accuracy": 0.732210242587601, "iteration": 71299, "loss_box_reg": 0.21972490847110748, "loss_cls": 0.1708759842440486, "loss_mask": 0.22117045149207115, "loss_rpn_cls": 0.02438561711460352, "loss_rpn_loc": 0.06246644939528778, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087216320179994, "mask_rcnn/false_negative": 0.09073905974850091, "mask_rcnn/false_positive": 0.10117781814110119, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.1745239337906241, "total_loss": 0.6993761253543198} {"data_time": 0.011381642892956734, "eta_seconds": 21777.810902055353, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.18473214646158814, "fast_rcnn/fg_cls_accuracy": 0.8066287190666506, "iteration": 71319, "loss_box_reg": 0.21379744727164507, "loss_cls": 0.15333030559122562, "loss_mask": 0.21969024650752544, "loss_rpn_cls": 0.02177513220522087, "loss_rpn_loc": 0.058084846008569, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072174939563454, "mask_rcnn/false_negative": 0.08070029794271466, "mask_rcnn/false_positive": 0.10603476338630033, "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": 1.14506182144396, "total_loss": 0.6736601949087344} {"data_time": 0.01106505049392581, "eta_seconds": 21753.61378992442, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.23731406064777638, "fast_rcnn/fg_cls_accuracy": 0.7481740660013001, "iteration": 71339, "loss_box_reg": 0.19974051788449287, "loss_cls": 0.14510464435443282, "loss_mask": 0.22282574139535427, "loss_rpn_cls": 0.018786785076372325, "loss_rpn_loc": 0.058545785723254085, "lr": 1e-05, "mask_rcnn/accuracy": 0.9051552691221025, "mask_rcnn/false_negative": 0.08358285589385583, "mask_rcnn/false_positive": 0.1118954399251365, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1615749290212989, "total_loss": 0.6448420347878709} {"data_time": 0.011837632628157735, "eta_seconds": 21725.603168848902, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22384453781512606, "fast_rcnn/fg_cls_accuracy": 0.7488474334600761, "iteration": 71359, "loss_box_reg": 0.19594586081802845, "loss_cls": 0.15232497220858932, "loss_mask": 0.2176276035606861, "loss_rpn_cls": 0.016796740863355808, "loss_rpn_loc": 0.04195032056304626, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114116208077434, "mask_rcnn/false_negative": 0.08330417713146747, "mask_rcnn/false_positive": 0.09236889040835469, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.1678128733765334, "total_loss": 0.6353407601127401} {"data_time": 0.011582951992750168, "eta_seconds": 21707.165628243238, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2746520475436565, "fast_rcnn/fg_cls_accuracy": 0.699083269671505, "iteration": 71379, "loss_box_reg": 0.2196799498051405, "loss_cls": 0.1720510544255376, "loss_mask": 0.22573271580040455, "loss_rpn_cls": 0.019975068484200165, "loss_rpn_loc": 0.06632331130094826, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958922505029701, "mask_rcnn/false_negative": 0.09002656726071229, "mask_rcnn/false_positive": 0.11956116811240436, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.168956798966974, "total_loss": 0.7104518515989184} {"data_time": 0.01157329510897398, "eta_seconds": 21678.98170282133, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24865900383141765, "fast_rcnn/fg_cls_accuracy": 0.7494252873563219, "iteration": 71399, "loss_box_reg": 0.2033647559583187, "loss_cls": 0.14677577279508114, "loss_mask": 0.2277644407004118, "loss_rpn_cls": 0.02185954339802265, "loss_rpn_loc": 0.07338961819186807, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101369627472589, "mask_rcnn/false_negative": 0.08478997130714998, "mask_rcnn/false_positive": 0.1101271702345657, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.161585826659575, "total_loss": 0.6702761180931702} {"data_time": 0.012517924886196852, "eta_seconds": 21652.25120284129, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2895962732919255, "fast_rcnn/fg_cls_accuracy": 0.6773545198742049, "iteration": 71419, "loss_box_reg": 0.19178692530840635, "loss_cls": 0.14568412862718105, "loss_mask": 0.22264911606907845, "loss_rpn_cls": 0.01696279348107055, "loss_rpn_loc": 0.058351173414848745, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000230691710139, "mask_rcnn/false_negative": 0.08625389927384872, "mask_rcnn/false_positive": 0.11169096344740417, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.158973400015384, "total_loss": 0.6572314121585805} {"data_time": 0.012220369186252356, "eta_seconds": 21630.308824777603, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2733145919121529, "fast_rcnn/fg_cls_accuracy": 0.7180273994298385, "iteration": 71439, "loss_box_reg": 0.2042506355792284, "loss_cls": 0.16511067934334278, "loss_mask": 0.2209041453897953, "loss_rpn_cls": 0.02045583911240101, "loss_rpn_loc": 0.060858250013552606, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092501711050274, "mask_rcnn/false_negative": 0.08773110166930653, "mask_rcnn/false_positive": 0.09734442211209446, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1629591775126755, "total_loss": 0.662126925191842} {"data_time": 0.011774026555940509, "eta_seconds": 21605.104934424162, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.283919618178312, "fast_rcnn/fg_cls_accuracy": 0.6737863288027761, "iteration": 71459, "loss_box_reg": 0.24451717361807823, "loss_cls": 0.17125157453119755, "loss_mask": 0.23029396310448647, "loss_rpn_cls": 0.022035499714547768, "loss_rpn_loc": 0.08301984146237373, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988215105696309, "mask_rcnn/false_negative": 0.09268248450585208, "mask_rcnn/false_positive": 0.12624964489282725, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 1.166078126989305, "total_loss": 0.7578820161288604} {"data_time": 0.01212924555875361, "eta_seconds": 21583.691779896617, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25459049024870284, "fast_rcnn/fg_cls_accuracy": 0.7005947243499838, "iteration": 71479, "loss_box_reg": 0.21914397738873959, "loss_cls": 0.1622415715828538, "loss_mask": 0.22492441534996033, "loss_rpn_cls": 0.023978657089173794, "loss_rpn_loc": 0.06116811512038112, "lr": 1e-05, "mask_rcnn/accuracy": 0.9118792294015508, "mask_rcnn/false_negative": 0.08819506594551879, "mask_rcnn/false_positive": 0.10242148504415094, "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": 1.1625301535241306, "total_loss": 0.6910598294343799} {"data_time": 0.012018173700198531, "eta_seconds": 21560.383257456124, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25595194824076767, "fast_rcnn/fg_cls_accuracy": 0.7269227008262846, "iteration": 71499, "loss_box_reg": 0.21529392711818218, "loss_cls": 0.1545443180948496, "loss_mask": 0.21783049032092094, "loss_rpn_cls": 0.017209429424838163, "loss_rpn_loc": 0.06653144094161689, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093025090683025, "mask_rcnn/false_negative": 0.08608773302020534, "mask_rcnn/false_positive": 0.09792240154633944, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.157748993486166, "total_loss": 0.6744856182049261} {"data_time": 0.01078227162361145, "eta_seconds": 21539.11730473861, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24013557737260402, "fast_rcnn/fg_cls_accuracy": 0.7204707689527424, "iteration": 71519, "loss_box_reg": 0.22844697535037994, "loss_cls": 0.14737112913280725, "loss_mask": 0.21824580058455467, "loss_rpn_cls": 0.019900865969248116, "loss_rpn_loc": 0.06436403130646795, "lr": 1e-05, "mask_rcnn/accuracy": 0.905438252489936, "mask_rcnn/false_negative": 0.0851701415990378, "mask_rcnn/false_positive": 0.09949142280941557, "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": 1.1737171306740493, "total_loss": 0.6873191049089655} {"data_time": 0.011744126677513123, "eta_seconds": 21518.57405410614, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2328363864235853, "fast_rcnn/fg_cls_accuracy": 0.7476721751530913, "iteration": 71539, "loss_box_reg": 0.21489969827234745, "loss_cls": 0.16213337052613497, "loss_mask": 0.2276486810296774, "loss_rpn_cls": 0.024154102662578225, "loss_rpn_loc": 0.0654777423478663, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934940756556813, "mask_rcnn/false_negative": 0.08733752028988415, "mask_rcnn/false_positive": 0.11418192569469135, "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": 1.1648329528979957, "total_loss": 0.6904434039315674} {"data_time": 0.011916723800823092, "eta_seconds": 21488.18660759367, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24848210287332978, "fast_rcnn/fg_cls_accuracy": 0.726222077531804, "iteration": 71559, "loss_box_reg": 0.214674417860806, "loss_cls": 0.15161897242069244, "loss_mask": 0.21686125546693802, "loss_rpn_cls": 0.020160751068033278, "loss_rpn_loc": 0.05523682455532253, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002392496895428, "mask_rcnn/false_negative": 0.07649642030910095, "mask_rcnn/false_positive": 0.11286438871385902, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1566187390126288, "total_loss": 0.6525878673419356} {"data_time": 0.013037665979936719, "eta_seconds": 21453.140361537226, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2482638051603569, "fast_rcnn/fg_cls_accuracy": 0.7226458885941645, "iteration": 71579, "loss_box_reg": 0.2110234322026372, "loss_cls": 0.15475935768336058, "loss_mask": 0.23187329806387424, "loss_rpn_cls": 0.02216603560373187, "loss_rpn_loc": 0.06673943204805255, "lr": 1e-05, "mask_rcnn/accuracy": 0.8906285064909969, "mask_rcnn/false_negative": 0.09548138578422014, "mask_rcnn/false_positive": 0.1133900544953429, "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": 1.153696034103632, "total_loss": 0.6795088493381627} {"data_time": 0.012994070071727037, "eta_seconds": 21434.151037223637, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.26547836201654906, "fast_rcnn/fg_cls_accuracy": 0.715688924934667, "iteration": 71599, "loss_box_reg": 0.20388871431350708, "loss_cls": 0.1504050213843584, "loss_mask": 0.22091793455183506, "loss_rpn_cls": 0.018558700277935714, "loss_rpn_loc": 0.05908052669838071, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056980242678947, "mask_rcnn/false_negative": 0.08474568417535094, "mask_rcnn/false_positive": 0.0871190976378218, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.164899512892589, "total_loss": 0.6632622308388818} {"data_time": 0.01328566437587142, "eta_seconds": 21403.62770482432, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2652201257861635, "fast_rcnn/fg_cls_accuracy": 0.7068518518518518, "iteration": 71619, "loss_box_reg": 0.20121943391859531, "loss_cls": 0.15357664600014687, "loss_mask": 0.22422318533062935, "loss_rpn_cls": 0.01899760329979472, "loss_rpn_loc": 0.052113443962298334, "lr": 1e-05, "mask_rcnn/accuracy": 0.9145520116517161, "mask_rcnn/false_negative": 0.07566956023091986, "mask_rcnn/false_positive": 0.09479066095389008, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.1534571361262351, "total_loss": 0.640210179524729} {"data_time": 0.012697712052613497, "eta_seconds": 21387.555056707934, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.2906221288883055, "fast_rcnn/fg_cls_accuracy": 0.6883617402774057, "iteration": 71639, "loss_box_reg": 0.22720780037343502, "loss_cls": 0.16819612309336662, "loss_mask": 0.22872998099774122, "loss_rpn_cls": 0.02458963537355885, "loss_rpn_loc": 0.06500886846333742, "lr": 1e-05, "mask_rcnn/accuracy": 0.8935333718493093, "mask_rcnn/false_negative": 0.09780095498646549, "mask_rcnn/false_positive": 0.11851693684780486, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.173027981305495, "total_loss": 0.7236822741106153} {"data_time": 0.011890322901308537, "eta_seconds": 21357.888375027105, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2658007237378933, "fast_rcnn/fg_cls_accuracy": 0.7306781495015433, "iteration": 71659, "loss_box_reg": 0.20676574483513832, "loss_cls": 0.14627799694426358, "loss_mask": 0.22782894223928452, "loss_rpn_cls": 0.022534558549523354, "loss_rpn_loc": 0.070981967728585, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046921051506875, "mask_rcnn/false_negative": 0.08440999527148196, "mask_rcnn/false_positive": 0.10362193691694856, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1259522286709398, "total_loss": 0.6742417076602578} {"data_time": 0.011762927519157529, "eta_seconds": 21326.718513984233, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2249149796271937, "fast_rcnn/fg_cls_accuracy": 0.7391304347826086, "iteration": 71679, "loss_box_reg": 0.1967107057571411, "loss_cls": 0.1517580533400178, "loss_mask": 0.2121573369950056, "loss_rpn_cls": 0.019701266777701676, "loss_rpn_loc": 0.05676995118847117, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056202277490311, "mask_rcnn/false_negative": 0.08264049590644242, "mask_rcnn/false_positive": 0.0968148817151139, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1591036105528474, "total_loss": 0.656090442527784} {"data_time": 0.011637048795819283, "eta_seconds": 21305.941851390526, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2785882352941177, "fast_rcnn/fg_cls_accuracy": 0.7049148606811146, "iteration": 71699, "loss_box_reg": 0.23309709690511227, "loss_cls": 0.16424989607185125, "loss_mask": 0.23723297752439976, "loss_rpn_cls": 0.01974628666357603, "loss_rpn_loc": 0.0683394935913384, "lr": 1e-05, "mask_rcnn/accuracy": 0.8924669374328679, "mask_rcnn/false_negative": 0.09799968591405805, "mask_rcnn/false_positive": 0.11086063659426298, "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": 1.1715704703237861, "total_loss": 0.7329501158092171} {"data_time": 0.01174768852069974, "eta_seconds": 21284.910705965012, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.22825409054222612, "fast_rcnn/fg_cls_accuracy": 0.7612714258635785, "iteration": 71719, "loss_box_reg": 0.2187062595039606, "loss_cls": 0.15901763271540403, "loss_mask": 0.2259987834841013, "loss_rpn_cls": 0.020629998994991183, "loss_rpn_loc": 0.055200856644660234, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048847858521398, "mask_rcnn/false_negative": 0.08458148478983127, "mask_rcnn/false_positive": 0.11633626406096335, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.164670103462413, "total_loss": 0.6845372184179723} {"data_time": 0.012266535079106688, "eta_seconds": 21261.623057490215, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.25830663436742984, "fast_rcnn/fg_cls_accuracy": 0.7099383749510206, "iteration": 71739, "loss_box_reg": 0.23125781305134296, "loss_cls": 0.16670720744878054, "loss_mask": 0.23591969162225723, "loss_rpn_cls": 0.019408416468650103, "loss_rpn_loc": 0.06916298251599073, "lr": 1e-05, "mask_rcnn/accuracy": 0.8878616974657847, "mask_rcnn/false_negative": 0.09567750829744356, "mask_rcnn/false_positive": 0.1288719421682077, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.17182093905285, "total_loss": 0.7384073929279111} {"data_time": 0.01146503514610231, "eta_seconds": 21240.653618127108, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26593049280013514, "fast_rcnn/fg_cls_accuracy": 0.7285191389043986, "iteration": 71759, "loss_box_reg": 0.2154718730598688, "loss_cls": 0.17054561525583267, "loss_mask": 0.22763020172715187, "loss_rpn_cls": 0.019945195177569985, "loss_rpn_loc": 0.05950688454322517, "lr": 1e-05, "mask_rcnn/accuracy": 0.903161812620549, "mask_rcnn/false_negative": 0.08105482427718022, "mask_rcnn/false_positive": 0.10772122600758705, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.174379384610802, "total_loss": 0.7023993848124519} {"data_time": 0.011209325399249792, "eta_seconds": 21217.30060539674, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2010762247906041, "fast_rcnn/fg_cls_accuracy": 0.7782209855878964, "iteration": 71779, "loss_box_reg": 0.2161529716104269, "loss_cls": 0.16544962860643864, "loss_mask": 0.22889875434339046, "loss_rpn_cls": 0.0173174394731177, "loss_rpn_loc": 0.061343812849372625, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040733543019752, "mask_rcnn/false_negative": 0.08813433015479426, "mask_rcnn/false_positive": 0.10556476139815776, "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": 1.172270153881982, "total_loss": 0.6653186142648337} {"data_time": 0.012509104097262025, "eta_seconds": 21193.271202407777, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22510451134986453, "fast_rcnn/fg_cls_accuracy": 0.7675422470961504, "iteration": 71799, "loss_box_reg": 0.22335708886384964, "loss_cls": 0.16039362363517284, "loss_mask": 0.2264015469700098, "loss_rpn_cls": 0.02370459577650763, "loss_rpn_loc": 0.07255248352885246, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067522676082438, "mask_rcnn/false_negative": 0.08204778619727181, "mask_rcnn/false_positive": 0.12079823857705047, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.16444784658961, "total_loss": 0.7231031459523365} {"data_time": 0.012123422464355826, "eta_seconds": 21170.720362574793, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2642753623188406, "fast_rcnn/fg_cls_accuracy": 0.7299505460539872, "iteration": 71819, "loss_box_reg": 0.211440728046, "loss_cls": 0.15513475984334946, "loss_mask": 0.22959747165441513, "loss_rpn_cls": 0.021936448174528778, "loss_rpn_loc": 0.06844372674822807, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065625842294878, "mask_rcnn/false_negative": 0.0948574962476818, "mask_rcnn/false_positive": 0.10038092810203063, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1570559905376285, "total_loss": 0.6790170719614252} {"data_time": 0.012094136793166399, "eta_seconds": 21148.134414795786, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.256140350877193, "fast_rcnn/fg_cls_accuracy": 0.7276023391812866, "iteration": 71839, "loss_box_reg": 0.22740072198212147, "loss_cls": 0.17105348594486713, "loss_mask": 0.24033322371542454, "loss_rpn_cls": 0.021435710252262652, "loss_rpn_loc": 0.07527606980875134, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048036271684805, "mask_rcnn/false_negative": 0.08672760347188026, "mask_rcnn/false_positive": 0.11299722934310219, "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": 1.1675954917445779, "total_loss": 0.7404473963179043} {"data_time": 0.012044010916724801, "eta_seconds": 21117.05137190409, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2804180790960452, "fast_rcnn/fg_cls_accuracy": 0.6952263061004254, "iteration": 71859, "loss_box_reg": 0.20987923629581928, "loss_cls": 0.14757619239389896, "loss_mask": 0.2275716457515955, "loss_rpn_cls": 0.0194284636163502, "loss_rpn_loc": 0.06404013745486736, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979500644378671, "mask_rcnn/false_negative": 0.08954325395444501, "mask_rcnn/false_positive": 0.11921409511017335, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1554059518966824, "total_loss": 0.6670431264210492} {"data_time": 0.011529137380421162, "eta_seconds": 21098.60951816663, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2295518622941089, "fast_rcnn/fg_cls_accuracy": 0.738904663238943, "iteration": 71879, "loss_box_reg": 0.22180638927966356, "loss_cls": 0.14798422530293465, "loss_mask": 0.22533559799194336, "loss_rpn_cls": 0.018942411639727652, "loss_rpn_loc": 0.05390818859450519, "lr": 1e-05, "mask_rcnn/accuracy": 0.907397768745063, "mask_rcnn/false_negative": 0.08929015456679289, "mask_rcnn/false_positive": 0.09827696582820629, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.168824567925185, "total_loss": 0.6677693665842526} {"data_time": 0.010838173562660813, "eta_seconds": 21077.38559304271, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2576219512195122, "fast_rcnn/fg_cls_accuracy": 0.7178098884588489, "iteration": 71899, "loss_box_reg": 0.241632379591465, "loss_cls": 0.17962579894810915, "loss_mask": 0.24250486679375172, "loss_rpn_cls": 0.024466567672789097, "loss_rpn_loc": 0.0654559307731688, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975302296347477, "mask_rcnn/false_negative": 0.09073954107213032, "mask_rcnn/false_positive": 0.10945241204027895, "roi_head/num_bg_samples": 425.875, "roi_head/num_fg_samples": 86.125, "rpn/num_neg_anchors": 205.375, "rpn/num_pos_anchors": 50.625, "time": 1.1578786035533994, "total_loss": 0.7754068109206855} {"data_time": 0.011713530169799924, "eta_seconds": 21048.273767270148, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.23156213704994194, "fast_rcnn/fg_cls_accuracy": 0.7494629623919501, "iteration": 71919, "loss_box_reg": 0.22664837166666985, "loss_cls": 0.17541009467095137, "loss_mask": 0.2330866027623415, "loss_rpn_cls": 0.02427332356455736, "loss_rpn_loc": 0.05272850324399769, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041264996644917, "mask_rcnn/false_negative": 0.08797755031793614, "mask_rcnn/false_positive": 0.10251224817341612, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1499780477024615, "total_loss": 0.7088101850822568} {"data_time": 0.012516409624367952, "eta_seconds": 21017.594006820582, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2676884104973441, "fast_rcnn/fg_cls_accuracy": 0.7144629451220621, "iteration": 71939, "loss_box_reg": 0.22050105780363083, "loss_cls": 0.1677380818873644, "loss_mask": 0.2297802958637476, "loss_rpn_cls": 0.02402707515284419, "loss_rpn_loc": 0.06716200523078442, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020892931114716, "mask_rcnn/false_negative": 0.09210321479951894, "mask_rcnn/false_positive": 0.10714149026204473, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 1.1685398858971894, "total_loss": 0.6959426396642812} {"data_time": 0.011560111539438367, "eta_seconds": 20994.318708917126, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.26958569643372104, "fast_rcnn/fg_cls_accuracy": 0.7103399262810475, "iteration": 71959, "loss_box_reg": 0.21104679629206657, "loss_cls": 0.15323286037892103, "loss_mask": 0.2391722220927477, "loss_rpn_cls": 0.02237782046722714, "loss_rpn_loc": 0.06756677618250251, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998206322268947, "mask_rcnn/false_negative": 0.08559595170247229, "mask_rcnn/false_positive": 0.10096968292619525, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1660721013322473, "total_loss": 0.688888119533658} {"data_time": 0.012193068163469434, "eta_seconds": 20978.423301228322, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2550368390167569, "fast_rcnn/fg_cls_accuracy": 0.7185388675993043, "iteration": 71979, "loss_box_reg": 0.22142744436860085, "loss_cls": 0.16096025798469782, "loss_mask": 0.23415364511311054, "loss_rpn_cls": 0.021420044329715893, "loss_rpn_loc": 0.05333085940219462, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082585033842202, "mask_rcnn/false_negative": 0.08780803594059772, "mask_rcnn/false_positive": 0.11196908009727528, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.172143674455583, "total_loss": 0.6781710080686025} {"data_time": 0.012671920005232096, "eta_seconds": 20958.883627317846, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2446892294593444, "fast_rcnn/fg_cls_accuracy": 0.7314983594604447, "iteration": 71999, "loss_box_reg": 0.20572638884186745, "loss_cls": 0.16139234229922295, "loss_mask": 0.22512388601899147, "loss_rpn_cls": 0.023967580258613452, "loss_rpn_loc": 0.05852894380223006, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979574943199107, "mask_rcnn/false_negative": 0.09585389172394704, "mask_rcnn/false_positive": 0.10823765868762839, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1703970150556415, "total_loss": 0.6875515399733558} {"data_time": 0.011729077668860555, "eta_seconds": 20937.881143307313, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2586148553381084, "fast_rcnn/fg_cls_accuracy": 0.7277820218996689, "iteration": 72019, "loss_box_reg": 0.21593428030610085, "loss_cls": 0.156603142619133, "loss_mask": 0.21597297862172127, "loss_rpn_cls": 0.021139805976417847, "loss_rpn_loc": 0.07098582293838263, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001465560299142, "mask_rcnn/false_negative": 0.08533804174323985, "mask_rcnn/false_positive": 0.1141323133693743, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1637335675768554, "total_loss": 0.687048472056631} {"data_time": 0.011838835664093494, "eta_seconds": 20914.529027054086, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.30804193563888577, "fast_rcnn/fg_cls_accuracy": 0.6620710784313726, "iteration": 72039, "loss_box_reg": 0.212941262871027, "loss_cls": 0.16657063458114862, "loss_mask": 0.22568922862410545, "loss_rpn_cls": 0.019444704870693386, "loss_rpn_loc": 0.06867269868962467, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975207438328713, "mask_rcnn/false_negative": 0.09016295629001901, "mask_rcnn/false_positive": 0.12171716762814422, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1621318445540965, "total_loss": 0.6985538687149528} {"data_time": 0.011648012325167656, "eta_seconds": 20892.256247140467, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.260136593413972, "fast_rcnn/fg_cls_accuracy": 0.7110232762406676, "iteration": 72059, "loss_box_reg": 0.21925883647054434, "loss_cls": 0.16267451830208302, "loss_mask": 0.23148931749165058, "loss_rpn_cls": 0.025126019667368382, "loss_rpn_loc": 0.06815810175612569, "lr": 1e-05, "mask_rcnn/accuracy": 0.911381519419483, "mask_rcnn/false_negative": 0.07884064466136484, "mask_rcnn/false_positive": 0.1002332650028423, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1692342078313231, "total_loss": 0.6959438006160781} {"data_time": 0.011834543431177735, "eta_seconds": 20868.96499156952, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24785188216039278, "fast_rcnn/fg_cls_accuracy": 0.7463595549482724, "iteration": 72079, "loss_box_reg": 0.20242038089782, "loss_cls": 0.1588939456269145, "loss_mask": 0.2278017196804285, "loss_rpn_cls": 0.021048986993264407, "loss_rpn_loc": 0.07953785569407046, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059715577765146, "mask_rcnn/false_negative": 0.08426249696072495, "mask_rcnn/false_positive": 0.10391103053670264, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.1662047784775496, "total_loss": 0.6633883064787369} {"data_time": 0.012574036605656147, "eta_seconds": 20844.82503614854, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27369155238319537, "fast_rcnn/fg_cls_accuracy": 0.6972499977295226, "iteration": 72099, "loss_box_reg": 0.21973054483532906, "loss_cls": 0.16498743277043104, "loss_mask": 0.22724949941039085, "loss_rpn_cls": 0.021017075865529478, "loss_rpn_loc": 0.06366486311890185, "lr": 1e-05, "mask_rcnn/accuracy": 0.8885559718743765, "mask_rcnn/false_negative": 0.09888410509841321, "mask_rcnn/false_positive": 0.12674049068018364, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.146143304882571, "total_loss": 0.7014855204615742} {"data_time": 0.012809487991034985, "eta_seconds": 20820.52578127943, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3146380854500074, "fast_rcnn/fg_cls_accuracy": 0.6638418079096045, "iteration": 72119, "loss_box_reg": 0.2170119397342205, "loss_cls": 0.1533028483390808, "loss_mask": 0.21835814975202084, "loss_rpn_cls": 0.019267004216089845, "loss_rpn_loc": 0.056989654898643494, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009567324990033, "mask_rcnn/false_negative": 0.09290853664079568, "mask_rcnn/false_positive": 0.11729250095240704, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.155533432494849, "total_loss": 0.6808989144628868} {"data_time": 0.01222857553511858, "eta_seconds": 20793.667839663103, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22294298946281327, "fast_rcnn/fg_cls_accuracy": 0.7712091345259791, "iteration": 72139, "loss_box_reg": 0.19561781315132976, "loss_cls": 0.15492803044617176, "loss_mask": 0.21566560119390488, "loss_rpn_cls": 0.01804558397270739, "loss_rpn_loc": 0.04535540076903999, "lr": 1e-05, "mask_rcnn/accuracy": 0.9151671904550156, "mask_rcnn/false_negative": 0.0770384218349099, "mask_rcnn/false_positive": 0.09808361515855613, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1566947745159268, "total_loss": 0.6260146006243303} {"data_time": 0.011461865156888962, "eta_seconds": 20774.6720822528, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.260979020979021, "fast_rcnn/fg_cls_accuracy": 0.7132635882635883, "iteration": 72159, "loss_box_reg": 0.20947463624179363, "loss_cls": 0.15886612236499786, "loss_mask": 0.22860578447580338, "loss_rpn_cls": 0.020768493734067306, "loss_rpn_loc": 0.06488282256759703, "lr": 1e-05, "mask_rcnn/accuracy": 0.909138456011463, "mask_rcnn/false_negative": 0.07551789889653898, "mask_rcnn/false_positive": 0.10914506772350553, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.175888971425593, "total_loss": 0.6870417403115425} {"data_time": 0.012656726408749819, "eta_seconds": 20745.588414422236, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2627921906272422, "fast_rcnn/fg_cls_accuracy": 0.7169583502916836, "iteration": 72179, "loss_box_reg": 0.2094250712543726, "loss_cls": 0.1672121910378337, "loss_mask": 0.23019525781273842, "loss_rpn_cls": 0.019057835510466248, "loss_rpn_loc": 0.0674767722375691, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990701971130692, "mask_rcnn/false_negative": 0.09503722802079889, "mask_rcnn/false_positive": 0.11533862060463487, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1471643121913075, "total_loss": 0.67683555293479} {"data_time": 0.010984971188008785, "eta_seconds": 20715.015134075657, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24921212121212122, "fast_rcnn/fg_cls_accuracy": 0.7457180500658762, "iteration": 72199, "loss_box_reg": 0.2049830909818411, "loss_cls": 0.14847953617572784, "loss_mask": 0.21691695228219032, "loss_rpn_cls": 0.01888239139225334, "loss_rpn_loc": 0.05608141212724149, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035475454906359, "mask_rcnn/false_negative": 0.09694854715314445, "mask_rcnn/false_positive": 0.09625212413269951, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.162431559059769, "total_loss": 0.6629463091376238} {"data_time": 0.012540505267679691, "eta_seconds": 20688.42783369124, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2310227658851512, "fast_rcnn/fg_cls_accuracy": 0.7399845808802916, "iteration": 72219, "loss_box_reg": 0.2241523563861847, "loss_cls": 0.1629276778548956, "loss_mask": 0.22397399879992008, "loss_rpn_cls": 0.017776796375983395, "loss_rpn_loc": 0.05361586716026068, "lr": 1e-05, "mask_rcnn/accuracy": 0.902621047966452, "mask_rcnn/false_negative": 0.08515420486057, "mask_rcnn/false_positive": 0.1056012832765113, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1725474165286869, "total_loss": 0.6905063393642195} {"data_time": 0.012881895061582327, "eta_seconds": 20661.100661046803, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24704014637821547, "fast_rcnn/fg_cls_accuracy": 0.7404861944777912, "iteration": 72239, "loss_box_reg": 0.21181578375399113, "loss_cls": 0.16576583683490753, "loss_mask": 0.23592683300375938, "loss_rpn_cls": 0.02286225659190677, "loss_rpn_loc": 0.06243217899464071, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044973598824919, "mask_rcnn/false_negative": 0.09493897649265057, "mask_rcnn/false_positive": 0.09964545909567776, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1637829579412937, "total_loss": 0.7062701602117158} {"data_time": 0.013494423357769847, "eta_seconds": 20639.909024429508, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22946226554735571, "fast_rcnn/fg_cls_accuracy": 0.7420666271643953, "iteration": 72259, "loss_box_reg": 0.21721450053155422, "loss_cls": 0.1675593601539731, "loss_mask": 0.23066109791398048, "loss_rpn_cls": 0.018779853475280106, "loss_rpn_loc": 0.0624125967733562, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040344675159637, "mask_rcnn/false_negative": 0.0713334808147098, "mask_rcnn/false_positive": 0.11169726214149905, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1731764145661145, "total_loss": 0.7054425060050562} {"data_time": 0.012201220029965043, "eta_seconds": 20618.61311659217, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21461466165413534, "fast_rcnn/fg_cls_accuracy": 0.7739495798319328, "iteration": 72279, "loss_box_reg": 0.20603699516505003, "loss_cls": 0.14961907314136624, "loss_mask": 0.22716477140784264, "loss_rpn_cls": 0.017279899824643508, "loss_rpn_loc": 0.05772081483155489, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113877284005389, "mask_rcnn/false_negative": 0.0892928592024736, "mask_rcnn/false_positive": 0.10423484434521353, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1575719688553363, "total_loss": 0.6582953666802496} {"data_time": 0.011233814060688019, "eta_seconds": 20591.619290364906, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.23762614478212682, "fast_rcnn/fg_cls_accuracy": 0.7569051507904101, "iteration": 72299, "loss_box_reg": 0.209296315908432, "loss_cls": 0.1636301800608635, "loss_mask": 0.2410568743944168, "loss_rpn_cls": 0.02091000194195658, "loss_rpn_loc": 0.057421397883445024, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982390527545587, "mask_rcnn/false_negative": 0.09454856606406131, "mask_rcnn/false_positive": 0.10413730812603637, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1582594772335142, "total_loss": 0.7157266562571749} {"data_time": 0.012660436565056443, "eta_seconds": 20576.945737227798, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.24529983566832855, "fast_rcnn/fg_cls_accuracy": 0.73009791400596, "iteration": 72319, "loss_box_reg": 0.2196541167795658, "loss_cls": 0.1563810408115387, "loss_mask": 0.2238355278968811, "loss_rpn_cls": 0.02023494421155192, "loss_rpn_loc": 0.05919925728812814, "lr": 1e-05, "mask_rcnn/accuracy": 0.8917556279252916, "mask_rcnn/false_negative": 0.09165070513348506, "mask_rcnn/false_positive": 0.12187475406960237, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.16472435509786, "total_loss": 0.6956066140555777} {"data_time": 0.012593254214152694, "eta_seconds": 20562.29952501133, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23206612186095033, "fast_rcnn/fg_cls_accuracy": 0.7546840578445699, "iteration": 72339, "loss_box_reg": 0.225666968151927, "loss_cls": 0.1655599558725953, "loss_mask": 0.23024981655180454, "loss_rpn_cls": 0.018379493849352002, "loss_rpn_loc": 0.053104022052139044, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075203892984092, "mask_rcnn/false_negative": 0.0922346918985907, "mask_rcnn/false_positive": 0.11055615216317498, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.172146811382845, "total_loss": 0.7015651460387744} {"data_time": 0.011897859396412969, "eta_seconds": 20539.0126625821, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24476296061661915, "fast_rcnn/fg_cls_accuracy": 0.7421241335351765, "iteration": 72359, "loss_box_reg": 0.2127078240737319, "loss_cls": 0.175642853602767, "loss_mask": 0.2380626741796732, "loss_rpn_cls": 0.020811691181734204, "loss_rpn_loc": 0.07099092612043023, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050847516253767, "mask_rcnn/false_negative": 0.08590809334558017, "mask_rcnn/false_positive": 0.11078895114039783, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1696295109577477, "total_loss": 0.7159811241435818} {"data_time": 0.012137221172451973, "eta_seconds": 20512.75352761615, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.23654699475594998, "fast_rcnn/fg_cls_accuracy": 0.7406633906633906, "iteration": 72379, "loss_box_reg": 0.19785229302942753, "loss_cls": 0.1517907972447574, "loss_mask": 0.22274915222078562, "loss_rpn_cls": 0.02186362285283394, "loss_rpn_loc": 0.05104313127230853, "lr": 1e-05, "mask_rcnn/accuracy": 0.9151756386297965, "mask_rcnn/false_negative": 0.08082853708426196, "mask_rcnn/false_positive": 0.09659012834430794, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1656045836862177, "total_loss": 0.6672339958604425} {"data_time": 0.011811899952590466, "eta_seconds": 20490.94355739653, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2635998539612997, "fast_rcnn/fg_cls_accuracy": 0.7172381303510713, "iteration": 72399, "loss_box_reg": 0.23255173955112696, "loss_cls": 0.17379892617464066, "loss_mask": 0.2318963874131441, "loss_rpn_cls": 0.024624910205602646, "loss_rpn_loc": 0.06875715777277946, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958867688986025, "mask_rcnn/false_negative": 0.09425218010290395, "mask_rcnn/false_positive": 0.10419947526398354, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1585123732220381, "total_loss": 0.7417127520311624} {"data_time": 0.012479375815019011, "eta_seconds": 20459.461172833107, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24254488031914895, "fast_rcnn/fg_cls_accuracy": 0.7440107479580069, "iteration": 72419, "loss_box_reg": 0.1961540151387453, "loss_cls": 0.15264218021184206, "loss_mask": 0.22735439240932465, "loss_rpn_cls": 0.01916821901977528, "loss_rpn_loc": 0.058150094002485275, "lr": 1e-05, "mask_rcnn/accuracy": 0.9006703901072624, "mask_rcnn/false_negative": 0.08452374037505006, "mask_rcnn/false_positive": 0.10030138529423882, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.1460826143156737, "total_loss": 0.6651778367522638} {"data_time": 0.014565106481313705, "eta_seconds": 20436.185335321352, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.27860223236935566, "fast_rcnn/fg_cls_accuracy": 0.6912592429091712, "iteration": 72439, "loss_box_reg": 0.22652597539126873, "loss_cls": 0.15975200571119785, "loss_mask": 0.22669835947453976, "loss_rpn_cls": 0.023732661065878347, "loss_rpn_loc": 0.060142967849969864, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955831311421778, "mask_rcnn/false_negative": 0.08870395473283914, "mask_rcnn/false_positive": 0.11531685486900342, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 206.875, "rpn/num_pos_anchors": 49.125, "time": 1.1645964654162526, "total_loss": 0.6967057270085206} {"data_time": 0.012832178268581629, "eta_seconds": 20412.909497809596, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24818840579710144, "fast_rcnn/fg_cls_accuracy": 0.7489577129243598, "iteration": 72459, "loss_box_reg": 0.21239318512380123, "loss_cls": 0.15470345877110958, "loss_mask": 0.23091381788253784, "loss_rpn_cls": 0.01887243939563632, "loss_rpn_loc": 0.05799228395335376, "lr": 1e-05, "mask_rcnn/accuracy": 0.8906445195265607, "mask_rcnn/false_negative": 0.09430313348453238, "mask_rcnn/false_positive": 0.11385538848603624, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1685582008212805, "total_loss": 0.6977139565860853} {"data_time": 0.013298722682520747, "eta_seconds": 20393.667260035872, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22414267375756464, "fast_rcnn/fg_cls_accuracy": 0.7627696641708058, "iteration": 72479, "loss_box_reg": 0.22596917115151882, "loss_cls": 0.16404774971306324, "loss_mask": 0.23483477719128132, "loss_rpn_cls": 0.02525869046803564, "loss_rpn_loc": 0.06718653067946434, "lr": 1e-05, "mask_rcnn/accuracy": 0.8969238576077346, "mask_rcnn/false_negative": 0.08810801381462821, "mask_rcnn/false_positive": 0.11245646376968377, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1713920256588608, "total_loss": 0.7217374864849262} {"data_time": 0.011848693480715156, "eta_seconds": 20378.74223315157, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2578931156630217, "fast_rcnn/fg_cls_accuracy": 0.7387956260588326, "iteration": 72499, "loss_box_reg": 0.216470405459404, "loss_cls": 0.15992514975368977, "loss_mask": 0.22149686701595783, "loss_rpn_cls": 0.02017788140801713, "loss_rpn_loc": 0.06145429331809282, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972651146551336, "mask_rcnn/false_negative": 0.09430663999756159, "mask_rcnn/false_positive": 0.11066456206669634, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.17589316284284, "total_loss": 0.6826283184927888} {"data_time": 0.012481906451284885, "eta_seconds": 20355.452242027968, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.23850654778489833, "fast_rcnn/fg_cls_accuracy": 0.7378985774882763, "iteration": 72519, "loss_box_reg": 0.21942521259188652, "loss_cls": 0.16399292834103107, "loss_mask": 0.21751138381659985, "loss_rpn_cls": 0.021438239491544664, "loss_rpn_loc": 0.07203224021941423, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022176504848027, "mask_rcnn/false_negative": 0.08679248635250614, "mask_rcnn/false_positive": 0.10870522557244262, "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": 1.1732745796907693, "total_loss": 0.7079474165220745} {"data_time": 0.01267992053180933, "eta_seconds": 20330.766810248606, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.260212700774651, "fast_rcnn/fg_cls_accuracy": 0.7379951476134425, "iteration": 72539, "loss_box_reg": 0.20165967848151922, "loss_cls": 0.14517282228916883, "loss_mask": 0.22314634174108505, "loss_rpn_cls": 0.017289724160946207, "loss_rpn_loc": 0.0602948444429785, "lr": 1e-05, "mask_rcnn/accuracy": 0.9006975968279065, "mask_rcnn/false_negative": 0.08531836841227772, "mask_rcnn/false_positive": 0.11308598556598407, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1603786831256002, "total_loss": 0.6301904082065448} {"data_time": 0.011930559994652867, "eta_seconds": 20310.366682223976, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27446300715990457, "fast_rcnn/fg_cls_accuracy": 0.692451205510907, "iteration": 72559, "loss_box_reg": 0.21248116530478, "loss_cls": 0.15715738106518984, "loss_mask": 0.2240421362221241, "loss_rpn_cls": 0.023486683960072696, "loss_rpn_loc": 0.06360274006146938, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990314988425463, "mask_rcnn/false_negative": 0.09518653751738404, "mask_rcnn/false_positive": 0.10354052277321685, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.1789729243610054, "total_loss": 0.6748371546709677} {"data_time": 0.011572392657399178, "eta_seconds": 20290.937399948016, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.23724733028222733, "fast_rcnn/fg_cls_accuracy": 0.7325243628185907, "iteration": 72579, "loss_box_reg": 0.1889348393306136, "loss_cls": 0.14832472894340754, "loss_mask": 0.21902711503207684, "loss_rpn_cls": 0.018899293427239172, "loss_rpn_loc": 0.05992815550416708, "lr": 1e-05, "mask_rcnn/accuracy": 0.903138852062964, "mask_rcnn/false_negative": 0.08668998794327955, "mask_rcnn/false_positive": 0.11104726323325396, "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": 1.1686972735915333, "total_loss": 0.6375086319167167} {"data_time": 0.010921120177954435, "eta_seconds": 20264.69061942771, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29076858813700923, "fast_rcnn/fg_cls_accuracy": 0.6915760869565217, "iteration": 72599, "loss_box_reg": 0.20215689856559038, "loss_cls": 0.16341777238994837, "loss_mask": 0.22528071701526642, "loss_rpn_cls": 0.020374352345243096, "loss_rpn_loc": 0.0598219953244552, "lr": 1e-05, "mask_rcnn/accuracy": 0.9006269963688687, "mask_rcnn/false_negative": 0.08330931783318776, "mask_rcnn/false_positive": 0.1048174727312057, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1538991185370833, "total_loss": 0.667067879519891} {"data_time": 0.011993966065347195, "eta_seconds": 20243.785780374892, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.23753343186936937, "fast_rcnn/fg_cls_accuracy": 0.7410849294354839, "iteration": 72619, "loss_box_reg": 0.19937235303223133, "loss_cls": 0.1567148044705391, "loss_mask": 0.22741265408694744, "loss_rpn_cls": 0.020176803809590638, "loss_rpn_loc": 0.05549134430475533, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074326767310457, "mask_rcnn/false_negative": 0.08362621642034465, "mask_rcnn/false_positive": 0.11480342117078719, "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": 1.1647730525583029, "total_loss": 0.6623412292683497} {"data_time": 0.01266967854462564, "eta_seconds": 20216.80983558297, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.26560103810310254, "fast_rcnn/fg_cls_accuracy": 0.7120623858077444, "iteration": 72639, "loss_box_reg": 0.23055273294448853, "loss_cls": 0.17453301325440407, "loss_mask": 0.23296421580016613, "loss_rpn_cls": 0.02021186234196648, "loss_rpn_loc": 0.07176079833880067, "lr": 1e-05, "mask_rcnn/accuracy": 0.8933989040924257, "mask_rcnn/false_negative": 0.08935855671215603, "mask_rcnn/false_positive": 0.13064168034098955, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1518314166460186, "total_loss": 0.7418328139465302} {"data_time": 0.011634697206318378, "eta_seconds": 20197.752842428163, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2681928394948053, "fast_rcnn/fg_cls_accuracy": 0.7078428574825806, "iteration": 72659, "loss_box_reg": 0.230357363820076, "loss_cls": 0.16073367837816477, "loss_mask": 0.22170943580567837, "loss_rpn_cls": 0.021373183000832796, "loss_rpn_loc": 0.058482154621742666, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083295709483019, "mask_rcnn/false_negative": 0.08552356622972127, "mask_rcnn/false_positive": 0.10415584475113412, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.17710821935907, "total_loss": 0.7012222523335367} {"data_time": 0.011983453528955579, "eta_seconds": 20174.692486701533, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2520722179878049, "fast_rcnn/fg_cls_accuracy": 0.7299464858058609, "iteration": 72679, "loss_box_reg": 0.19521459750831127, "loss_cls": 0.15177901461720467, "loss_mask": 0.227670194581151, "loss_rpn_cls": 0.01961017190478742, "loss_rpn_loc": 0.048532581655308604, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997725483084684, "mask_rcnn/false_negative": 0.09105506605167633, "mask_rcnn/false_positive": 0.11182201939981465, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1597063664812595, "total_loss": 0.6375273731246125} {"data_time": 0.011397480964660645, "eta_seconds": 20149.416327732615, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2802343844388063, "fast_rcnn/fg_cls_accuracy": 0.7154583427775799, "iteration": 72699, "loss_box_reg": 0.20793122239410877, "loss_cls": 0.167702479287982, "loss_mask": 0.22778382524847984, "loss_rpn_cls": 0.020558221207465976, "loss_rpn_loc": 0.05634752567857504, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017236660799548, "mask_rcnn/false_negative": 0.09153552996870334, "mask_rcnn/false_positive": 0.0995520881005531, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.14993940689601, "total_loss": 0.6885218393290415} {"data_time": 0.012115702033042908, "eta_seconds": 20126.12220481038, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.24930167597765363, "fast_rcnn/fg_cls_accuracy": 0.7491721854304636, "iteration": 72719, "loss_box_reg": 0.2043792400509119, "loss_cls": 0.16759023629128933, "loss_mask": 0.22177177481353283, "loss_rpn_cls": 0.019656011718325317, "loss_rpn_loc": 0.06483018212020397, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017503601374434, "mask_rcnn/false_negative": 0.0847576693179407, "mask_rcnn/false_positive": 0.11495655878678342, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1666476039681584, "total_loss": 0.6936529392842203} {"data_time": 0.012449035188183188, "eta_seconds": 20099.369006878696, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2513359201773836, "fast_rcnn/fg_cls_accuracy": 0.7340578507825894, "iteration": 72739, "loss_box_reg": 0.21361338160932064, "loss_cls": 0.16424756031483412, "loss_mask": 0.2263405416160822, "loss_rpn_cls": 0.02068204479292035, "loss_rpn_loc": 0.06638960458803922, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048222444032739, "mask_rcnn/false_negative": 0.08765788918927814, "mask_rcnn/false_positive": 0.10495391247094855, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1498362300917506, "total_loss": 0.6917558824061416} {"data_time": 0.012072582496330142, "eta_seconds": 20072.800457412377, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2533016124768702, "fast_rcnn/fg_cls_accuracy": 0.7070214544441349, "iteration": 72759, "loss_box_reg": 0.19574770890176296, "loss_cls": 0.15843703225255013, "loss_mask": 0.2268268931657076, "loss_rpn_cls": 0.020263829501345754, "loss_rpn_loc": 0.056084203999489546, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027875672637677, "mask_rcnn/false_negative": 0.08835728054505254, "mask_rcnn/false_positive": 0.10063194233755215, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1661370017100126, "total_loss": 0.641735438053729} {"data_time": 0.012967950664460659, "eta_seconds": 20047.067207442597, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2677963698241633, "fast_rcnn/fg_cls_accuracy": 0.7127484481785692, "iteration": 72779, "loss_box_reg": 0.20951633993536234, "loss_cls": 0.1639949595555663, "loss_mask": 0.21702685952186584, "loss_rpn_cls": 0.02119980100542307, "loss_rpn_loc": 0.06940266460878775, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103229545219242, "mask_rcnn/false_negative": 0.08199015637912996, "mask_rcnn/false_positive": 0.11274652134239285, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1665714385453612, "total_loss": 0.7015284885128494} {"data_time": 0.01257035625167191, "eta_seconds": 20021.45973397419, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2171108291032149, "fast_rcnn/fg_cls_accuracy": 0.7487578223618833, "iteration": 72799, "loss_box_reg": 0.20605962350964546, "loss_cls": 0.1597447656095028, "loss_mask": 0.22553855925798416, "loss_rpn_cls": 0.020646681543439627, "loss_rpn_loc": 0.06915251445025206, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996230068385911, "mask_rcnn/false_negative": 0.08317266062272771, "mask_rcnn/false_positive": 0.10161901683175786, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.165749159641564, "total_loss": 0.6931980432709679} {"data_time": 0.011839576996862888, "eta_seconds": 19993.944422597997, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2735782194457663, "fast_rcnn/fg_cls_accuracy": 0.7170110322876486, "iteration": 72819, "loss_box_reg": 0.20997662097215652, "loss_cls": 0.16350666619837284, "loss_mask": 0.22591560892760754, "loss_rpn_cls": 0.01914086507167667, "loss_rpn_loc": 0.06322306813672185, "lr": 1e-05, "mask_rcnn/accuracy": 0.8933099364640726, "mask_rcnn/false_negative": 0.08608702522406134, "mask_rcnn/false_positive": 0.12306469013009964, "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": 1.1424041804857552, "total_loss": 0.686436626361683} {"data_time": 0.012166853295639157, "eta_seconds": 19962.60115418583, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.24039450731314577, "fast_rcnn/fg_cls_accuracy": 0.758550640366179, "iteration": 72839, "loss_box_reg": 0.21923386678099632, "loss_cls": 0.1706251548603177, "loss_mask": 0.2337459847331047, "loss_rpn_cls": 0.021639677172061056, "loss_rpn_loc": 0.06746596097946167, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036282628791397, "mask_rcnn/false_negative": 0.09226237744885485, "mask_rcnn/false_positive": 0.10654798036339713, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1420512737240642, "total_loss": 0.7188679976388812} {"data_time": 0.012236838229000568, "eta_seconds": 19942.041874188, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23683218575664672, "fast_rcnn/fg_cls_accuracy": 0.757088122605364, "iteration": 72859, "loss_box_reg": 0.19987439271062613, "loss_cls": 0.1526062274351716, "loss_mask": 0.21744883619248867, "loss_rpn_cls": 0.01876014898880385, "loss_rpn_loc": 0.05437608924694359, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003251395531913, "mask_rcnn/false_negative": 0.0771660025545631, "mask_rcnn/false_positive": 0.11977949692250771, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1610321970656514, "total_loss": 0.6550659171771258} {"data_time": 0.011746688280254602, "eta_seconds": 19911.369049735367, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25585808872995075, "fast_rcnn/fg_cls_accuracy": 0.7229604757704238, "iteration": 72879, "loss_box_reg": 0.22231185901910067, "loss_cls": 0.171027566306293, "loss_mask": 0.2241482213139534, "loss_rpn_cls": 0.023371607094304636, "loss_rpn_loc": 0.0772891123779118, "lr": 1e-05, "mask_rcnn/accuracy": 0.8995006199200992, "mask_rcnn/false_negative": 0.0969220316176527, "mask_rcnn/false_positive": 0.1116282818236082, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1563703608699143, "total_loss": 0.712135867215693} {"data_time": 0.012324975105002522, "eta_seconds": 19890.405183588155, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23675533609429755, "fast_rcnn/fg_cls_accuracy": 0.7366566434880661, "iteration": 72899, "loss_box_reg": 0.1988994237035513, "loss_cls": 0.1565173864364624, "loss_mask": 0.22290676459670067, "loss_rpn_cls": 0.01697426533792168, "loss_rpn_loc": 0.05995251168496907, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005970056291748, "mask_rcnn/false_negative": 0.08218958211943642, "mask_rcnn/false_positive": 0.11523626653368797, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.154102034168318, "total_loss": 0.6678657267475501} {"data_time": 0.01134672830812633, "eta_seconds": 19878.633099086583, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2883206077581245, "fast_rcnn/fg_cls_accuracy": 0.699801314115412, "iteration": 72919, "loss_box_reg": 0.21353385038673878, "loss_cls": 0.16959771048277617, "loss_mask": 0.22682327032089233, "loss_rpn_cls": 0.02088714501587674, "loss_rpn_loc": 0.06053299526683986, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979581640955339, "mask_rcnn/false_negative": 0.08667974202958717, "mask_rcnn/false_positive": 0.10735288586315722, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1795081575401127, "total_loss": 0.6808346766629256} {"data_time": 0.012158691184595227, "eta_seconds": 19846.755477334373, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.26995042621365095, "fast_rcnn/fg_cls_accuracy": 0.6978668694770389, "iteration": 72939, "loss_box_reg": 0.21234168112277985, "loss_cls": 0.17846030090004206, "loss_mask": 0.24134449660778046, "loss_rpn_cls": 0.02279583126073703, "loss_rpn_loc": 0.07163039827719331, "lr": 1e-05, "mask_rcnn/accuracy": 0.8969623660461699, "mask_rcnn/false_negative": 0.09472627237741932, "mask_rcnn/false_positive": 0.10273717187067324, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1621808256022632, "total_loss": 0.7271710977656767} {"data_time": 0.013728119665756822, "eta_seconds": 19825.693905260414, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2703894536508379, "fast_rcnn/fg_cls_accuracy": 0.7019726772858681, "iteration": 72959, "loss_box_reg": 0.20663992315530777, "loss_cls": 0.15849662385880947, "loss_mask": 0.23352555185556412, "loss_rpn_cls": 0.019836154096992686, "loss_rpn_loc": 0.06166151212528348, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968054666627877, "mask_rcnn/false_negative": 0.10243630248700981, "mask_rcnn/false_positive": 0.10778200942900548, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1716045010834932, "total_loss": 0.7048546233272646} {"data_time": 0.011632343055680394, "eta_seconds": 19805.720296227373, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.23182701652089407, "fast_rcnn/fg_cls_accuracy": 0.7481778425655976, "iteration": 72979, "loss_box_reg": 0.21262088511139154, "loss_cls": 0.1509710606187582, "loss_mask": 0.22147963382303715, "loss_rpn_cls": 0.017436998954508454, "loss_rpn_loc": 0.0626819753088057, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019605268976496, "mask_rcnn/false_negative": 0.09020045696180812, "mask_rcnn/false_positive": 0.10456264856387804, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.169337741099298, "total_loss": 0.6529492927656975} {"data_time": 0.013452337589114904, "eta_seconds": 19776.469674892724, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27783559356943854, "fast_rcnn/fg_cls_accuracy": 0.6862142570626325, "iteration": 72999, "loss_box_reg": 0.21008393820375204, "loss_cls": 0.1575087308883667, "loss_mask": 0.2322104386985302, "loss_rpn_cls": 0.020615115790860727, "loss_rpn_loc": 0.05712184403091669, "lr": 1e-05, "mask_rcnn/accuracy": 0.8936501994712609, "mask_rcnn/false_negative": 0.09079275218594257, "mask_rcnn/false_positive": 0.12058308742383053, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1613195026293397, "total_loss": 0.6839697300165426} {"data_time": 0.01356815081089735, "eta_seconds": 19753.203239981085, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24761631766338782, "fast_rcnn/fg_cls_accuracy": 0.7307830621235278, "iteration": 73019, "loss_box_reg": 0.21309603564441204, "loss_cls": 0.1606822805479169, "loss_mask": 0.22441717982292175, "loss_rpn_cls": 0.022148625706904568, "loss_rpn_loc": 0.06084456807002425, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078411212595247, "mask_rcnn/false_negative": 0.0783071132373464, "mask_rcnn/false_positive": 0.10534234225419295, "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": 1.1587016275152564, "total_loss": 0.6757933273765957} {"data_time": 0.011835403274744749, "eta_seconds": 19730.17526961863, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2721332983468906, "fast_rcnn/fg_cls_accuracy": 0.6814127588081237, "iteration": 73039, "loss_box_reg": 0.21668652817606926, "loss_cls": 0.16022635251283646, "loss_mask": 0.2167507391422987, "loss_rpn_cls": 0.02144361729733646, "loss_rpn_loc": 0.05968347401358187, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996065208490804, "mask_rcnn/false_negative": 0.08223238972647298, "mask_rcnn/false_positive": 0.11802091240045368, "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": 1.1576639940030873, "total_loss": 0.6883022661786526} {"data_time": 0.012746143154799938, "eta_seconds": 19701.780857308768, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.26595082477435417, "fast_rcnn/fg_cls_accuracy": 0.7279260164940544, "iteration": 73059, "loss_box_reg": 0.20534137450158596, "loss_cls": 0.16175968945026398, "loss_mask": 0.22302543185651302, "loss_rpn_cls": 0.023361056752037257, "loss_rpn_loc": 0.06484676082618535, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965809851417913, "mask_rcnn/false_negative": 0.09530887254810877, "mask_rcnn/false_positive": 0.1229554845500998, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1617587129585445, "total_loss": 0.6892348485416733} {"data_time": 0.011821737512946129, "eta_seconds": 19675.13816275634, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.268733850129199, "fast_rcnn/fg_cls_accuracy": 0.7069588550983901, "iteration": 73079, "loss_box_reg": 0.2107672020792961, "loss_cls": 0.1693032095208764, "loss_mask": 0.2305297739803791, "loss_rpn_cls": 0.01894174742483301, "loss_rpn_loc": 0.055810216115787625, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013402473505747, "mask_rcnn/false_negative": 0.08278896976315213, "mask_rcnn/false_positive": 0.11351139227533115, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1675904653966427, "total_loss": 0.6869038523873314} {"data_time": 0.013090950436890125, "eta_seconds": 19654.71349551808, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2373282870759742, "fast_rcnn/fg_cls_accuracy": 0.744175209692451, "iteration": 73099, "loss_box_reg": 0.21346816793084145, "loss_cls": 0.15919367782771587, "loss_mask": 0.22540437430143356, "loss_rpn_cls": 0.018515206524170935, "loss_rpn_loc": 0.058325486024841666, "lr": 1e-05, "mask_rcnn/accuracy": 0.8960445349014428, "mask_rcnn/false_negative": 0.093950027207949, "mask_rcnn/false_positive": 0.11182755318587995, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1682974200230092, "total_loss": 0.6816852678894065} {"data_time": 0.01232193666510284, "eta_seconds": 19629.229311365634, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.23354276069017255, "fast_rcnn/fg_cls_accuracy": 0.7590545177277925, "iteration": 73119, "loss_box_reg": 0.20069371722638607, "loss_cls": 0.14269602950662374, "loss_mask": 0.2236456759274006, "loss_rpn_cls": 0.021309429372195154, "loss_rpn_loc": 0.061476952163502574, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013619936611008, "mask_rcnn/false_negative": 0.08768962957299146, "mask_rcnn/false_positive": 0.10409690735865937, "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": 1.1391070131212473, "total_loss": 0.655670766835101} {"data_time": 0.012841768097132444, "eta_seconds": 19608.976762765087, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.24266729713325902, "fast_rcnn/fg_cls_accuracy": 0.7386833599164396, "iteration": 73139, "loss_box_reg": 0.22019298002123833, "loss_cls": 0.1643421109765768, "loss_mask": 0.2279005441814661, "loss_rpn_cls": 0.022910271654836833, "loss_rpn_loc": 0.0639797174371779, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103621511791788, "mask_rcnn/false_negative": 0.08230105208070615, "mask_rcnn/false_positive": 0.09453592105153036, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1646074678283185, "total_loss": 0.6982341794064268} {"data_time": 0.011876836186274886, "eta_seconds": 19582.714549964294, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2136352177475263, "fast_rcnn/fg_cls_accuracy": 0.7376200393381928, "iteration": 73159, "loss_box_reg": 0.2146188747137785, "loss_cls": 0.15502863796427846, "loss_mask": 0.20923521183431149, "loss_rpn_cls": 0.01687751989084063, "loss_rpn_loc": 0.04918705113232136, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121385605154646, "mask_rcnn/false_negative": 0.07813032151965546, "mask_rcnn/false_positive": 0.10060717766502929, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1496079601347446, "total_loss": 0.6637137861107476} {"data_time": 0.012089872732758522, "eta_seconds": 19561.67343163397, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.24621572734196495, "fast_rcnn/fg_cls_accuracy": 0.7022273612463485, "iteration": 73179, "loss_box_reg": 0.22195508517324924, "loss_cls": 0.1567947268486023, "loss_mask": 0.23406817764043808, "loss_rpn_cls": 0.01968103853869252, "loss_rpn_loc": 0.058913431712426245, "lr": 1e-05, "mask_rcnn/accuracy": 0.8887766721053277, "mask_rcnn/false_negative": 0.08864763461004267, "mask_rcnn/false_positive": 0.11527003232507639, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.168147490825504, "total_loss": 0.6848566739354283} {"data_time": 0.012516715098172426, "eta_seconds": 19539.193927310407, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.251027397260274, "fast_rcnn/fg_cls_accuracy": 0.7423270331194729, "iteration": 73199, "loss_box_reg": 0.20536375604569912, "loss_cls": 0.1546307997778058, "loss_mask": 0.21939662098884583, "loss_rpn_cls": 0.019250532786827534, "loss_rpn_loc": 0.05522703938186169, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060068941704672, "mask_rcnn/false_negative": 0.08571602682202235, "mask_rcnn/false_positive": 0.10605528364919312, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.1684606887865812, "total_loss": 0.6720604835427366} {"data_time": 0.013078409479930997, "eta_seconds": 19515.932982158847, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2746151092015754, "fast_rcnn/fg_cls_accuracy": 0.7030332681017613, "iteration": 73219, "loss_box_reg": 0.2067757472395897, "loss_cls": 0.15169653948396444, "loss_mask": 0.2062804102897644, "loss_rpn_cls": 0.021077283658087254, "loss_rpn_loc": 0.05666784360073507, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049772394952379, "mask_rcnn/false_negative": 0.07772350583121834, "mask_rcnn/false_positive": 0.11816332833726431, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1724732015281916, "total_loss": 0.6258222898468375} {"data_time": 0.011558520141988993, "eta_seconds": 19487.389935478568, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2982630098452883, "fast_rcnn/fg_cls_accuracy": 0.6827482570025687, "iteration": 73239, "loss_box_reg": 0.21526464261114597, "loss_cls": 0.1585531523451209, "loss_mask": 0.2249572854489088, "loss_rpn_cls": 0.020827840897254646, "loss_rpn_loc": 0.05871989787556231, "lr": 1e-05, "mask_rcnn/accuracy": 0.8991869077980814, "mask_rcnn/false_negative": 0.08394649450119993, "mask_rcnn/false_positive": 0.11309696052323921, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1510324778500944, "total_loss": 0.6554741887375712} {"data_time": 0.013019515434280038, "eta_seconds": 19463.278335439973, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2619755163068872, "fast_rcnn/fg_cls_accuracy": 0.7012724117987276, "iteration": 73259, "loss_box_reg": 0.21621781587600708, "loss_cls": 0.15916084311902523, "loss_mask": 0.22176898829638958, "loss_rpn_cls": 0.022208762646187097, "loss_rpn_loc": 0.06200768379494548, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967300865261572, "mask_rcnn/false_negative": 0.09944398621750636, "mask_rcnn/false_positive": 0.10943072632749133, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.1674744642805308, "total_loss": 0.68090600380674} {"data_time": 0.010961319087073207, "eta_seconds": 19443.170265760273, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.23264125255275697, "fast_rcnn/fg_cls_accuracy": 0.7434762877240754, "iteration": 73279, "loss_box_reg": 0.1977537525817752, "loss_cls": 0.1574675291776657, "loss_mask": 0.23052687384188175, "loss_rpn_cls": 0.02080628549447283, "loss_rpn_loc": 0.06318846927024424, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070144572189189, "mask_rcnn/false_negative": 0.08708312657892801, "mask_rcnn/false_positive": 0.09722330066222779, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1700134663842618, "total_loss": 0.6588644975563511} {"data_time": 0.012378429528325796, "eta_seconds": 19425.132547714747, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2485387811634349, "fast_rcnn/fg_cls_accuracy": 0.7406013772683431, "iteration": 73299, "loss_box_reg": 0.20980175957083702, "loss_cls": 0.16207402292639017, "loss_mask": 0.22742247208952904, "loss_rpn_cls": 0.021048919879831374, "loss_rpn_loc": 0.06480336049571633, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069191191091296, "mask_rcnn/false_negative": 0.08076188768516308, "mask_rcnn/false_positive": 0.12158775703207034, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1951880601700395, "total_loss": 0.6904772843699902} {"data_time": 0.013375426176935434, "eta_seconds": 19399.628256401047, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.21422120696982577, "fast_rcnn/fg_cls_accuracy": 0.7649621883492852, "iteration": 73319, "loss_box_reg": 0.22170015424489975, "loss_cls": 0.15421854425221682, "loss_mask": 0.23102749697864056, "loss_rpn_cls": 0.01870688344934024, "loss_rpn_loc": 0.06411859043873847, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092113762010849, "mask_rcnn/false_negative": 0.08457267082941021, "mask_rcnn/false_positive": 0.09549201932584961, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1544141098856926, "total_loss": 0.691871099814307} {"data_time": 0.011931072920560837, "eta_seconds": 19369.914791751653, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.25373519087318996, "fast_rcnn/fg_cls_accuracy": 0.7357816711590297, "iteration": 73339, "loss_box_reg": 0.223629429936409, "loss_cls": 0.16221383307129145, "loss_mask": 0.2391010783612728, "loss_rpn_cls": 0.02057087339926511, "loss_rpn_loc": 0.0571963619440794, "lr": 1e-05, "mask_rcnn/accuracy": 0.8948598819134534, "mask_rcnn/false_negative": 0.09047731285835514, "mask_rcnn/false_positive": 0.11586054316742289, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1568211659323424, "total_loss": 0.700959594338201} {"data_time": 0.011716591194272041, "eta_seconds": 19346.343454420567, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24812312312312312, "fast_rcnn/fg_cls_accuracy": 0.738985880290228, "iteration": 73359, "loss_box_reg": 0.20776189863681793, "loss_cls": 0.1605148771777749, "loss_mask": 0.20622268319129944, "loss_rpn_cls": 0.01847894222009927, "loss_rpn_loc": 0.06040764297358692, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998446434733314, "mask_rcnn/false_negative": 0.08958975926995358, "mask_rcnn/false_positive": 0.11490373883051554, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1649285934399813, "total_loss": 0.6670433385297656} {"data_time": 0.011778827058151364, "eta_seconds": 19322.160216383636, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.23342053901416054, "fast_rcnn/fg_cls_accuracy": 0.7643985126250684, "iteration": 73379, "loss_box_reg": 0.19149884022772312, "loss_cls": 0.13478633295744658, "loss_mask": 0.2148501742631197, "loss_rpn_cls": 0.01897735067177564, "loss_rpn_loc": 0.06089164945296943, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098238969305094, "mask_rcnn/false_negative": 0.08217778600051795, "mask_rcnn/false_positive": 0.0946584460377224, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1595773298759013, "total_loss": 0.6108909143367782} {"data_time": 0.011903738137334585, "eta_seconds": 19298.908519372344, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2733046581861444, "fast_rcnn/fg_cls_accuracy": 0.7093717459215549, "iteration": 73399, "loss_box_reg": 0.1973989326506853, "loss_cls": 0.1557010505348444, "loss_mask": 0.2267077974975109, "loss_rpn_cls": 0.01758655533194542, "loss_rpn_loc": 0.06603487941902131, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997266775422059, "mask_rcnn/false_negative": 0.0889499094187749, "mask_rcnn/false_positive": 0.10610378502912862, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1607260138262063, "total_loss": 0.6735186371661257} {"data_time": 0.012799560092389584, "eta_seconds": 19282.11601105053, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.24928521822265115, "fast_rcnn/fg_cls_accuracy": 0.7380641738831222, "iteration": 73419, "loss_box_reg": 0.20986839104443789, "loss_cls": 0.15287756826728582, "loss_mask": 0.21995826810598373, "loss_rpn_cls": 0.021721758181229234, "loss_rpn_loc": 0.07145730592310429, "lr": 1e-05, "mask_rcnn/accuracy": 0.9051831480770582, "mask_rcnn/false_negative": 0.08679704428988998, "mask_rcnn/false_positive": 0.10803850506350819, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.169842708390206, "total_loss": 0.6754546178271994} {"data_time": 0.012160933809354901, "eta_seconds": 19257.11122015491, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23249378109452734, "fast_rcnn/fg_cls_accuracy": 0.7331011351909185, "iteration": 73439, "loss_box_reg": 0.22016720101237297, "loss_cls": 0.16362803895026445, "loss_mask": 0.2207366842776537, "loss_rpn_cls": 0.022172032680828124, "loss_rpn_loc": 0.05943238968029618, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055823580586289, "mask_rcnn/false_negative": 0.08313784085134251, "mask_rcnn/false_positive": 0.09604554453285849, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.153578392462805, "total_loss": 0.6898902207612991} {"data_time": 0.012153411516919732, "eta_seconds": 19233.85383945424, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21478598328281437, "fast_rcnn/fg_cls_accuracy": 0.7568013127223654, "iteration": 73459, "loss_box_reg": 0.20853750221431255, "loss_cls": 0.16725645028054714, "loss_mask": 0.22193745151162148, "loss_rpn_cls": 0.020690718665719032, "loss_rpn_loc": 0.05885417084209621, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047197906184758, "mask_rcnn/false_negative": 0.08228025097600392, "mask_rcnn/false_positive": 0.11070148353998388, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.171848619589582, "total_loss": 0.6873560317326337} {"data_time": 0.012462679529562593, "eta_seconds": 19206.82655450888, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21925809840970206, "fast_rcnn/fg_cls_accuracy": 0.7550049455984174, "iteration": 73479, "loss_box_reg": 0.19809697940945625, "loss_cls": 0.1473565362393856, "loss_mask": 0.20944486930966377, "loss_rpn_cls": 0.018547371146269143, "loss_rpn_loc": 0.06421209825202823, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078466778800722, "mask_rcnn/false_negative": 0.08242592261179205, "mask_rcnn/false_positive": 0.09817373314089281, "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": 1.1612000328022987, "total_loss": 0.6546178191783838} {"data_time": 0.01281543169170618, "eta_seconds": 19179.86497830134, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21834935897435898, "fast_rcnn/fg_cls_accuracy": 0.7709676280995624, "iteration": 73499, "loss_box_reg": 0.20130999851971865, "loss_cls": 0.14034365164116025, "loss_mask": 0.2130053211003542, "loss_rpn_cls": 0.018394267302937806, "loss_rpn_loc": 0.06092766206711531, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066742712083944, "mask_rcnn/false_negative": 0.08035942283074701, "mask_rcnn/false_positive": 0.09183739680999106, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1522596518043429, "total_loss": 0.6309397807926871} {"data_time": 0.013781831366941333, "eta_seconds": 19158.44524886459, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2708543414362033, "fast_rcnn/fg_cls_accuracy": 0.7115205056381527, "iteration": 73519, "loss_box_reg": 0.21243759244680405, "loss_cls": 0.15538064949214458, "loss_mask": 0.21874560415744781, "loss_rpn_cls": 0.018196607910795137, "loss_rpn_loc": 0.05703914235346019, "lr": 1e-05, "mask_rcnn/accuracy": 0.8936736867076451, "mask_rcnn/false_negative": 0.09655187860174028, "mask_rcnn/false_positive": 0.13478437884080635, "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": 1.1788383245002478, "total_loss": 0.6387526838225313} {"data_time": 0.012797434581443667, "eta_seconds": 19137.251607165672, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.25488176964149506, "fast_rcnn/fg_cls_accuracy": 0.7268451809157861, "iteration": 73539, "loss_box_reg": 0.20752956345677376, "loss_cls": 0.16053191758692265, "loss_mask": 0.2221233732998371, "loss_rpn_cls": 0.018472405266948044, "loss_rpn_loc": 0.06422529043629766, "lr": 1e-05, "mask_rcnn/accuracy": 0.895842881197144, "mask_rcnn/false_negative": 0.09637120984240524, "mask_rcnn/false_positive": 0.11610756224847998, "roi_head/num_bg_samples": 423.625, "roi_head/num_fg_samples": 88.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.175438744481653, "total_loss": 0.6569001943862531} {"data_time": 0.011613307986408472, "eta_seconds": 19112.894943282008, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24038344491783323, "fast_rcnn/fg_cls_accuracy": 0.7269064748201439, "iteration": 73559, "loss_box_reg": 0.2163313664495945, "loss_cls": 0.16256609093397856, "loss_mask": 0.2252110056579113, "loss_rpn_cls": 0.018674037826713175, "loss_rpn_loc": 0.0589181634131819, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033895816169821, "mask_rcnn/false_negative": 0.07860404433487489, "mask_rcnn/false_positive": 0.11581529900849899, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1689166259020567, "total_loss": 0.6930900822626427} {"data_time": 0.012193158734589815, "eta_seconds": 19090.21590147633, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21833554376657824, "fast_rcnn/fg_cls_accuracy": 0.7633178339984623, "iteration": 73579, "loss_box_reg": 0.19743473920971155, "loss_cls": 0.16157925967127085, "loss_mask": 0.21968247927725315, "loss_rpn_cls": 0.02257988217752427, "loss_rpn_loc": 0.06148243439383805, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054202683257443, "mask_rcnn/false_negative": 0.09441183079939572, "mask_rcnn/false_positive": 0.09500935425244492, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1752180370967835, "total_loss": 0.6631670638016658} {"data_time": 0.012313415994867682, "eta_seconds": 19078.49900731817, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2646256678514743, "fast_rcnn/fg_cls_accuracy": 0.7314922480620154, "iteration": 73599, "loss_box_reg": 0.2025224920362234, "loss_cls": 0.16202267725020647, "loss_mask": 0.21558330953121185, "loss_rpn_cls": 0.021327882539480925, "loss_rpn_loc": 0.06540001789107919, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057801041601299, "mask_rcnn/false_negative": 0.07493361937469178, "mask_rcnn/false_positive": 0.11057637998640851, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1726456410251558, "total_loss": 0.681814398849383} {"data_time": 0.011862503597512841, "eta_seconds": 19053.173588225618, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2792679348623405, "fast_rcnn/fg_cls_accuracy": 0.7074929971988795, "iteration": 73619, "loss_box_reg": 0.21283087879419327, "loss_cls": 0.16055516432970762, "loss_mask": 0.22902042046189308, "loss_rpn_cls": 0.01853185665095225, "loss_rpn_loc": 0.0670738355256617, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040869630026567, "mask_rcnn/false_negative": 0.08024752956410935, "mask_rcnn/false_positive": 0.11624973249448306, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.16814364050515, "total_loss": 0.6618999128550058} {"data_time": 0.012462790589779615, "eta_seconds": 19039.13084995933, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.22138935810810811, "fast_rcnn/fg_cls_accuracy": 0.7769214527027026, "iteration": 73639, "loss_box_reg": 0.20340907387435436, "loss_cls": 0.15052522299811244, "loss_mask": 0.21158344857394695, "loss_rpn_cls": 0.018880944175180048, "loss_rpn_loc": 0.06072589929681271, "lr": 1e-05, "mask_rcnn/accuracy": 0.9182821600986514, "mask_rcnn/false_negative": 0.0827415131254399, "mask_rcnn/false_positive": 0.08650469409263603, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1657134178094566, "total_loss": 0.625867424038006} {"data_time": 0.013702757423743606, "eta_seconds": 19002.611130559817, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.25066821097647896, "fast_rcnn/fg_cls_accuracy": 0.7341104116021526, "iteration": 73659, "loss_box_reg": 0.19585574977099895, "loss_cls": 0.14804337173700333, "loss_mask": 0.23322963155806065, "loss_rpn_cls": 0.018370982899796218, "loss_rpn_loc": 0.056811638874933124, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035014141526175, "mask_rcnn/false_negative": 0.08706932317490337, "mask_rcnn/false_positive": 0.10244399517596556, "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": 1.1540024289861321, "total_loss": 0.6549340552883223} {"data_time": 0.011179921915754676, "eta_seconds": 18992.58040778339, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.24607623318385652, "fast_rcnn/fg_cls_accuracy": 0.731525404884557, "iteration": 73679, "loss_box_reg": 0.2145397700369358, "loss_cls": 0.1669606687501073, "loss_mask": 0.2235030848532915, "loss_rpn_cls": 0.018129268690245226, "loss_rpn_loc": 0.05233953567221761, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005591373691034, "mask_rcnn/false_negative": 0.08619433644923732, "mask_rcnn/false_positive": 0.11317808611628846, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1747204035054892, "total_loss": 0.6911900895647705} {"data_time": 0.011629474116489291, "eta_seconds": 18976.62261412479, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.23128278493085358, "fast_rcnn/fg_cls_accuracy": 0.7402298976049604, "iteration": 73699, "loss_box_reg": 0.19603918213397264, "loss_cls": 0.15279702958650887, "loss_mask": 0.22056380845606327, "loss_rpn_cls": 0.021981747428071685, "loss_rpn_loc": 0.06057120719924569, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084581005021056, "mask_rcnn/false_negative": 0.06829101757123693, "mask_rcnn/false_positive": 0.1160289130812872, "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": 1.1695005411747843, "total_loss": 0.654777942923829} {"data_time": 0.013433274580165744, "eta_seconds": 18949.12549377419, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28322072072072074, "fast_rcnn/fg_cls_accuracy": 0.7100225225225225, "iteration": 73719, "loss_box_reg": 0.22553550265729427, "loss_cls": 0.1639507869258523, "loss_mask": 0.23008141666650772, "loss_rpn_cls": 0.02219928742852062, "loss_rpn_loc": 0.07462331571150571, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007857349530137, "mask_rcnn/false_negative": 0.08011653247052905, "mask_rcnn/false_positive": 0.1050302715827519, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1590967348311096, "total_loss": 0.7354148043596069} {"data_time": 0.012879092013463378, "eta_seconds": 18938.084463668056, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.21364787738873925, "fast_rcnn/fg_cls_accuracy": 0.7686937781109446, "iteration": 73739, "loss_box_reg": 0.21593302860856056, "loss_cls": 0.16186171397566795, "loss_mask": 0.23189526982605457, "loss_rpn_cls": 0.01960452937055379, "loss_rpn_loc": 0.06729085370898247, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989032538681927, "mask_rcnn/false_negative": 0.09014536573086732, "mask_rcnn/false_positive": 0.11500571224652038, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1782422258984298, "total_loss": 0.7015717662288807} {"data_time": 0.013115824898704886, "eta_seconds": 18913.636638540775, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2285502398042591, "fast_rcnn/fg_cls_accuracy": 0.7466583336148553, "iteration": 73759, "loss_box_reg": 0.21491933800280094, "loss_cls": 0.16387520637363195, "loss_mask": 0.23159689083695412, "loss_rpn_cls": 0.022097816923633218, "loss_rpn_loc": 0.06216494832187891, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010109121907925, "mask_rcnn/false_negative": 0.09966429582491812, "mask_rcnn/false_positive": 0.09719639081619269, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1650814595632255, "total_loss": 0.7098834662465379} {"data_time": 0.01128918188624084, "eta_seconds": 18891.737070265226, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.21895288694598336, "fast_rcnn/fg_cls_accuracy": 0.7664994383169934, "iteration": 73779, "loss_box_reg": 0.21758023835718632, "loss_cls": 0.16512073017656803, "loss_mask": 0.23383313231170177, "loss_rpn_cls": 0.021829026489285752, "loss_rpn_loc": 0.06839559506624937, "lr": 1e-05, "mask_rcnn/accuracy": 0.899151523434049, "mask_rcnn/false_negative": 0.08348297974298884, "mask_rcnn/false_positive": 0.11863219509032838, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1675667073577642, "total_loss": 0.7326286691240966} {"data_time": 0.011488493764773011, "eta_seconds": 18868.442696565762, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22813334230657067, "fast_rcnn/fg_cls_accuracy": 0.757554994590696, "iteration": 73799, "loss_box_reg": 0.19830871932208538, "loss_cls": 0.15277018770575523, "loss_mask": 0.22326432913541794, "loss_rpn_cls": 0.01807541149901226, "loss_rpn_loc": 0.06852717965375632, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022788765855992, "mask_rcnn/false_negative": 0.08478144985549564, "mask_rcnn/false_positive": 0.11114024111358298, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 1.1655762714799494, "total_loss": 0.664737829065416} {"data_time": 0.013227101415395737, "eta_seconds": 18850.43993515428, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23242917420132608, "fast_rcnn/fg_cls_accuracy": 0.7647136829415311, "iteration": 73819, "loss_box_reg": 0.20107926614582539, "loss_cls": 0.14715955359861255, "loss_mask": 0.21632687747478485, "loss_rpn_cls": 0.01650017804604431, "loss_rpn_loc": 0.059899894054979086, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048720526980163, "mask_rcnn/false_negative": 0.08445909268999591, "mask_rcnn/false_positive": 0.11363725454165723, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1655686628073454, "total_loss": 0.6458680435316637} {"data_time": 0.013123685028403997, "eta_seconds": 18828.190406784415, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.22412828239345672, "fast_rcnn/fg_cls_accuracy": 0.7474135487528345, "iteration": 73839, "loss_box_reg": 0.20923585817217827, "loss_cls": 0.15412358939647675, "loss_mask": 0.22169167455285788, "loss_rpn_cls": 0.020472295465879142, "loss_rpn_loc": 0.0626017025206238, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044786292133601, "mask_rcnn/false_negative": 0.08936715811874225, "mask_rcnn/false_positive": 0.10412515598642874, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.160391700686887, "total_loss": 0.6793626806465909} {"data_time": 0.012419854523614049, "eta_seconds": 18804.888190934435, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.276796861066524, "fast_rcnn/fg_cls_accuracy": 0.6793018252317005, "iteration": 73859, "loss_box_reg": 0.21759289503097534, "loss_cls": 0.17597515415400267, "loss_mask": 0.24019709043204784, "loss_rpn_cls": 0.02227002987638116, "loss_rpn_loc": 0.0697609637863934, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005802338200473, "mask_rcnn/false_negative": 0.08489028251305206, "mask_rcnn/false_positive": 0.1085091775740342, "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": 1.1634140112437308, "total_loss": 0.7300458159297705} {"data_time": 0.012906813295558095, "eta_seconds": 18783.488318463787, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2575865339023234, "fast_rcnn/fg_cls_accuracy": 0.7133977028903193, "iteration": 73879, "loss_box_reg": 0.21503025572746992, "loss_cls": 0.15689368173480034, "loss_mask": 0.23039748892188072, "loss_rpn_cls": 0.020251484704203904, "loss_rpn_loc": 0.07116530067287385, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049340043306009, "mask_rcnn/false_negative": 0.08933893625380221, "mask_rcnn/false_positive": 0.09814414692281073, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1685298720840365, "total_loss": 0.6985151598928496} {"data_time": 0.012934671947732568, "eta_seconds": 18756.484076660126, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.2808380414312618, "fast_rcnn/fg_cls_accuracy": 0.6820289244224336, "iteration": 73899, "loss_box_reg": 0.21285661403089762, "loss_cls": 0.15220407117158175, "loss_mask": 0.22600497491657734, "loss_rpn_cls": 0.017729196697473526, "loss_rpn_loc": 0.06359600415453315, "lr": 1e-05, "mask_rcnn/accuracy": 0.8944305166227933, "mask_rcnn/false_negative": 0.09498438332572434, "mask_rcnn/false_positive": 0.11415981326305198, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1495582549832761, "total_loss": 0.6847390821785666} {"data_time": 0.011958040529862046, "eta_seconds": 18730.421965699643, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2509258916336432, "fast_rcnn/fg_cls_accuracy": 0.7333758547979357, "iteration": 73919, "loss_box_reg": 0.21184341423213482, "loss_cls": 0.16584135312587023, "loss_mask": 0.2357977218925953, "loss_rpn_cls": 0.018074441992212087, "loss_rpn_loc": 0.055922112660482526, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058336945876648, "mask_rcnn/false_negative": 0.08936782001314282, "mask_rcnn/false_positive": 0.10377351904476786, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.176975640002638, "total_loss": 0.7021749468985945} {"data_time": 0.012910424266010523, "eta_seconds": 18708.731717378832, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2605382233865206, "fast_rcnn/fg_cls_accuracy": 0.7197159565580618, "iteration": 73939, "loss_box_reg": 0.21514256484806538, "loss_cls": 0.16307435929775238, "loss_mask": 0.22842057794332504, "loss_rpn_cls": 0.01983043394284323, "loss_rpn_loc": 0.05941456323489547, "lr": 1e-05, "mask_rcnn/accuracy": 0.8980477307435126, "mask_rcnn/false_negative": 0.10043454250285835, "mask_rcnn/false_positive": 0.10128857264526588, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.1652196201030165, "total_loss": 0.6976009561331011} {"data_time": 0.01348583702929318, "eta_seconds": 18681.660576630384, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2938699569134352, "fast_rcnn/fg_cls_accuracy": 0.6900656814449918, "iteration": 73959, "loss_box_reg": 0.23054062016308308, "loss_cls": 0.16277283988893032, "loss_mask": 0.24784966558218002, "loss_rpn_cls": 0.020682941540144384, "loss_rpn_loc": 0.06764126475900412, "lr": 1e-05, "mask_rcnn/accuracy": 0.894146582109633, "mask_rcnn/false_negative": 0.09724097065921916, "mask_rcnn/false_positive": 0.11035526017572439, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1717592026107013, "total_loss": 0.727389104606118} {"data_time": 0.012974923709407449, "eta_seconds": 18658.36673551239, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2579249810558222, "fast_rcnn/fg_cls_accuracy": 0.7386977886977888, "iteration": 73979, "loss_box_reg": 0.21496692392975092, "loss_cls": 0.15980136208236217, "loss_mask": 0.22366246581077576, "loss_rpn_cls": 0.021273883088724688, "loss_rpn_loc": 0.05843385448679328, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026873744790682, "mask_rcnn/false_negative": 0.0819220244282553, "mask_rcnn/false_positive": 0.10265337987194612, "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": 1.1694871974177659, "total_loss": 0.6937676699308213} {"data_time": 0.012230600928887725, "eta_seconds": 18636.447086930275, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.26302502954130413, "fast_rcnn/fg_cls_accuracy": 0.7263770619935004, "iteration": 73999, "loss_box_reg": 0.21624844148755074, "loss_cls": 0.1641751229763031, "loss_mask": 0.22728854976594448, "loss_rpn_cls": 0.02082811773288995, "loss_rpn_loc": 0.0676040519028902, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994118681126296, "mask_rcnn/false_negative": 0.08606210857470614, "mask_rcnn/false_positive": 0.10680190240283685, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1550515985582024, "total_loss": 0.7196347434655763} {"data_time": 0.011995292967185378, "eta_seconds": 18615.57879879605, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.25521594684385385, "fast_rcnn/fg_cls_accuracy": 0.7188056206088993, "iteration": 74019, "loss_box_reg": 0.1994425542652607, "loss_cls": 0.14965279586613178, "loss_mask": 0.2298065386712551, "loss_rpn_cls": 0.017659407269093208, "loss_rpn_loc": 0.06759317475371063, "lr": 1e-05, "mask_rcnn/accuracy": 0.8956720966570106, "mask_rcnn/false_negative": 0.09253777940519226, "mask_rcnn/false_positive": 0.11253257626084068, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.177433876087889, "total_loss": 0.6676695276983082} {"data_time": 0.010796876158565283, "eta_seconds": 18597.0517098438, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.23466181640699474, "fast_rcnn/fg_cls_accuracy": 0.741383149269683, "iteration": 74039, "loss_box_reg": 0.2155333273112774, "loss_cls": 0.16384781012311578, "loss_mask": 0.21938396990299225, "loss_rpn_cls": 0.018951350124552846, "loss_rpn_loc": 0.062443851900752634, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058640205454488, "mask_rcnn/false_negative": 0.08741287866682784, "mask_rcnn/false_positive": 0.10943061672343196, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.166987583041191, "total_loss": 0.6834418204962276} {"data_time": 0.013007300440222025, "eta_seconds": 18581.606712155044, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2589446242358864, "fast_rcnn/fg_cls_accuracy": 0.7091407845807364, "iteration": 74059, "loss_box_reg": 0.21866796351969242, "loss_cls": 0.16422997042536736, "loss_mask": 0.22671467810869217, "loss_rpn_cls": 0.019708029576577246, "loss_rpn_loc": 0.06295794132165611, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115320096879618, "mask_rcnn/false_negative": 0.07932972468517646, "mask_rcnn/false_positive": 0.10693157651757364, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.169780975440517, "total_loss": 0.696644307434326} {"data_time": 0.012451811460778117, "eta_seconds": 18564.43966170773, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23908669880233863, "fast_rcnn/fg_cls_accuracy": 0.744777953308759, "iteration": 74079, "loss_box_reg": 0.20771005935966969, "loss_cls": 0.15843801572918892, "loss_mask": 0.2235267236828804, "loss_rpn_cls": 0.02140634966781363, "loss_rpn_loc": 0.05862264416646212, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039291653294066, "mask_rcnn/false_negative": 0.0825820684828236, "mask_rcnn/false_positive": 0.10371823005159098, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1735158746596426, "total_loss": 0.6695602406398393} {"data_time": 0.012075845384970307, "eta_seconds": 18543.82220262196, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23503425670347003, "fast_rcnn/fg_cls_accuracy": 0.7290164262820513, "iteration": 74099, "loss_box_reg": 0.21969899721443653, "loss_cls": 0.168493265286088, "loss_mask": 0.2196761555969715, "loss_rpn_cls": 0.02024954021908343, "loss_rpn_loc": 0.060047264443710446, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000646432042204, "mask_rcnn/false_negative": 0.09203561062852027, "mask_rcnn/false_positive": 0.105159469180999, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1734493139665574, "total_loss": 0.6830561884853523} {"data_time": 0.013651622692123055, "eta_seconds": 18527.14513834566, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21835111033397447, "fast_rcnn/fg_cls_accuracy": 0.7486014544873332, "iteration": 74119, "loss_box_reg": 0.1977880848571658, "loss_cls": 0.14314457681030035, "loss_mask": 0.22277343273162842, "loss_rpn_cls": 0.01922945596743375, "loss_rpn_loc": 0.04998040711507201, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091004001656249, "mask_rcnn/false_negative": 0.08936507811429553, "mask_rcnn/false_positive": 0.10029504640449326, "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": 1.1673974336590618, "total_loss": 0.6316214541730005} {"data_time": 0.014087546616792679, "eta_seconds": 18505.416634357534, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2538777479640352, "fast_rcnn/fg_cls_accuracy": 0.7392729369674716, "iteration": 74139, "loss_box_reg": 0.2141751330345869, "loss_cls": 0.1538522196933627, "loss_mask": 0.21807640977203846, "loss_rpn_cls": 0.01869615021860227, "loss_rpn_loc": 0.06481507001444697, "lr": 1e-05, "mask_rcnn/accuracy": 0.8942545386377092, "mask_rcnn/false_negative": 0.0965358284331948, "mask_rcnn/false_positive": 0.11755183140208283, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1820475663989782, "total_loss": 0.6767068228218704} {"data_time": 0.01271446980535984, "eta_seconds": 18489.777073189616, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2192639802631579, "fast_rcnn/fg_cls_accuracy": 0.7676167477943414, "iteration": 74159, "loss_box_reg": 0.2157189566642046, "loss_cls": 0.15845213364809752, "loss_mask": 0.20880072191357613, "loss_rpn_cls": 0.02032356889685616, "loss_rpn_loc": 0.056559886783361435, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035267738930605, "mask_rcnn/false_negative": 0.0799924559572373, "mask_rcnn/false_positive": 0.10969504528576539, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.173037265893072, "total_loss": 0.6660829960601404} {"data_time": 0.012491673929616809, "eta_seconds": 18468.819507630542, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.23770926642605555, "fast_rcnn/fg_cls_accuracy": 0.7565946348733233, "iteration": 74179, "loss_box_reg": 0.21213588304817677, "loss_cls": 0.1501993457786739, "loss_mask": 0.2154032438993454, "loss_rpn_cls": 0.020156825637968723, "loss_rpn_loc": 0.05864937603473663, "lr": 1e-05, "mask_rcnn/accuracy": 0.8940106681760409, "mask_rcnn/false_negative": 0.08967568626840733, "mask_rcnn/false_positive": 0.1134595889238467, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1868511801585555, "total_loss": 0.6676451485327561} {"data_time": 0.012522695120424032, "eta_seconds": 18443.65176591091, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.30226482114811604, "fast_rcnn/fg_cls_accuracy": 0.6613674560733385, "iteration": 74199, "loss_box_reg": 0.24119894206523895, "loss_cls": 0.1815582476556301, "loss_mask": 0.22569206357002258, "loss_rpn_cls": 0.02386212011333555, "loss_rpn_loc": 0.061591838486492634, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978634132224319, "mask_rcnn/false_negative": 0.08086310464094379, "mask_rcnn/false_positive": 0.12488547973032124, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1635572651866823, "total_loss": 0.7244708532234654} {"data_time": 0.012546265497803688, "eta_seconds": 18420.305371270515, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25284090909090906, "fast_rcnn/fg_cls_accuracy": 0.7369550092764379, "iteration": 74219, "loss_box_reg": 0.21394551265984774, "loss_cls": 0.1622875900939107, "loss_mask": 0.22950028907507658, "loss_rpn_cls": 0.023241706716362387, "loss_rpn_loc": 0.06816180143505335, "lr": 1e-05, "mask_rcnn/accuracy": 0.8961128164416241, "mask_rcnn/false_negative": 0.0967881150036321, "mask_rcnn/false_positive": 0.11061749215081851, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 1.1759620714001358, "total_loss": 0.7052608464146033} {"data_time": 0.012721364619210362, "eta_seconds": 18408.22043551132, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27772556390977443, "fast_rcnn/fg_cls_accuracy": 0.6913621509209744, "iteration": 74239, "loss_box_reg": 0.22304242104291916, "loss_cls": 0.15916012320667505, "loss_mask": 0.23028098605573177, "loss_rpn_cls": 0.02101227460661903, "loss_rpn_loc": 0.06435371725820005, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038721387179274, "mask_rcnn/false_negative": 0.09113133049690123, "mask_rcnn/false_positive": 0.11676609935631228, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.167873604921624, "total_loss": 0.7101459204568528} {"data_time": 0.013131703715771437, "eta_seconds": 18379.654732085764, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.22209717668933798, "fast_rcnn/fg_cls_accuracy": 0.7603202823883619, "iteration": 74259, "loss_box_reg": 0.20598042383790016, "loss_cls": 0.15276750223711133, "loss_mask": 0.22619628719985485, "loss_rpn_cls": 0.01708776506711729, "loss_rpn_loc": 0.0563515170942992, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022340287583916, "mask_rcnn/false_negative": 0.08995010638960571, "mask_rcnn/false_positive": 0.10783097986641346, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.16180498781614, "total_loss": 0.6622738802689128} {"data_time": 0.012442546430975199, "eta_seconds": 18352.466198885813, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24570258210811208, "fast_rcnn/fg_cls_accuracy": 0.7464064309557872, "iteration": 74279, "loss_box_reg": 0.20488534402102232, "loss_cls": 0.15616707922890782, "loss_mask": 0.23131400346755981, "loss_rpn_cls": 0.018793786701280624, "loss_rpn_loc": 0.06144723482429981, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015208202459293, "mask_rcnn/false_negative": 0.08875742285752983, "mask_rcnn/false_positive": 0.10760608242376903, "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": 1.1672661581542343, "total_loss": 0.6633177712792531} {"data_time": 0.01204864983446896, "eta_seconds": 18329.117005248554, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.27190152801358236, "fast_rcnn/fg_cls_accuracy": 0.6958179099355282, "iteration": 74299, "loss_box_reg": 0.19800450280308723, "loss_cls": 0.15029807668179274, "loss_mask": 0.22431749291718006, "loss_rpn_cls": 0.020851692010182887, "loss_rpn_loc": 0.05207489803433418, "lr": 1e-05, "mask_rcnn/accuracy": 0.8937724784370105, "mask_rcnn/false_negative": 0.09192967974845766, "mask_rcnn/false_positive": 0.12018860827648079, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1724784651305526, "total_loss": 0.6296203048259486} {"data_time": 0.01265540230087936, "eta_seconds": 18309.592515826225, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2485294117647059, "fast_rcnn/fg_cls_accuracy": 0.7320458801498128, "iteration": 74319, "loss_box_reg": 0.21006248518824577, "loss_cls": 0.15843363315798342, "loss_mask": 0.23140117712318897, "loss_rpn_cls": 0.020067382538400125, "loss_rpn_loc": 0.05937360937241465, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982361644850743, "mask_rcnn/false_negative": 0.08595840046957914, "mask_rcnn/false_positive": 0.1072396628347911, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1689800098538399, "total_loss": 0.6823181658401154} {"data_time": 0.012888221070170403, "eta_seconds": 18282.418617974035, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.2234208318350713, "fast_rcnn/fg_cls_accuracy": 0.7695406445406445, "iteration": 74339, "loss_box_reg": 0.1937892846763134, "loss_cls": 0.1425765659660101, "loss_mask": 0.223805395886302, "loss_rpn_cls": 0.02093702892307192, "loss_rpn_loc": 0.056462111067958176, "lr": 1e-05, "mask_rcnn/accuracy": 0.9140030830453875, "mask_rcnn/false_negative": 0.07874886652757233, "mask_rcnn/false_positive": 0.09356633983261811, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.1604347042739391, "total_loss": 0.6594955794862472} {"data_time": 0.013260694919154048, "eta_seconds": 18256.05776737444, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2642533936651584, "fast_rcnn/fg_cls_accuracy": 0.7010101474600693, "iteration": 74359, "loss_box_reg": 0.22223945707082748, "loss_cls": 0.16759276017546654, "loss_mask": 0.22062479332089424, "loss_rpn_cls": 0.019532814039848745, "loss_rpn_loc": 0.0641857294831425, "lr": 1e-05, "mask_rcnn/accuracy": 0.8962522178717416, "mask_rcnn/false_negative": 0.07902470146816445, "mask_rcnn/false_positive": 0.13302722987252844, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.14468694338575, "total_loss": 0.7196474465745268} {"data_time": 0.01298561948351562, "eta_seconds": 18232.71242496092, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.25482456140350873, "fast_rcnn/fg_cls_accuracy": 0.7231546608456625, "iteration": 74379, "loss_box_reg": 0.21930398512631655, "loss_cls": 0.17085583321750164, "loss_mask": 0.22366297990083694, "loss_rpn_cls": 0.02119488304015249, "loss_rpn_loc": 0.06340148509480059, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999192485524156, "mask_rcnn/false_negative": 0.09255219842524351, "mask_rcnn/false_positive": 0.10548921045246537, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1479215181898326, "total_loss": 0.7033238303847611} {"data_time": 0.012543185148388147, "eta_seconds": 18216.176227480173, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.24268667315024933, "fast_rcnn/fg_cls_accuracy": 0.7424634381898454, "iteration": 74399, "loss_box_reg": 0.21772096119821072, "loss_cls": 0.1580883413553238, "loss_mask": 0.2320464625954628, "loss_rpn_cls": 0.020859550859313458, "loss_rpn_loc": 0.06041717226617038, "lr": 1e-05, "mask_rcnn/accuracy": 0.892659483407511, "mask_rcnn/false_negative": 0.09045889426221164, "mask_rcnn/false_positive": 0.11330982956654045, "roi_head/num_bg_samples": 424.875, "roi_head/num_fg_samples": 87.125, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 1.1783000256400555, "total_loss": 0.6984650635858998} {"data_time": 0.012882153736427426, "eta_seconds": 18192.82215539366, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23540650406504066, "fast_rcnn/fg_cls_accuracy": 0.7593650793650794, "iteration": 74419, "loss_box_reg": 0.21662509813904762, "loss_cls": 0.16611085087060928, "loss_mask": 0.21664231456816196, "loss_rpn_cls": 0.02508027121075429, "loss_rpn_loc": 0.06486032181419432, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074352311474838, "mask_rcnn/false_negative": 0.08483488559566205, "mask_rcnn/false_positive": 0.09622669759790917, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1687264919746667, "total_loss": 0.703157490468584} {"data_time": 0.011498282197862864, "eta_seconds": 18165.67264978774, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.27688711387038156, "fast_rcnn/fg_cls_accuracy": 0.7191758782556027, "iteration": 74439, "loss_box_reg": 0.2069720346480608, "loss_cls": 0.162349552847445, "loss_mask": 0.22805792465806007, "loss_rpn_cls": 0.021691621543141082, "loss_rpn_loc": 0.05808172840625048, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983222292638611, "mask_rcnn/false_negative": 0.09373288216605505, "mask_rcnn/false_positive": 0.10627804240933325, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1592350439168513, "total_loss": 0.6792469464126043} {"data_time": 0.011749088065698743, "eta_seconds": 18142.32345615048, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22176969281646342, "fast_rcnn/fg_cls_accuracy": 0.7651746833759931, "iteration": 74459, "loss_box_reg": 0.20969187654554844, "loss_cls": 0.1548286359757185, "loss_mask": 0.22737676091492176, "loss_rpn_cls": 0.01896916195983067, "loss_rpn_loc": 0.0647729029878974, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085956220490775, "mask_rcnn/false_negative": 0.08468991384751506, "mask_rcnn/false_positive": 0.11694155730058445, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1715519111603498, "total_loss": 0.6822999696596526} {"data_time": 0.012895849766209722, "eta_seconds": 18117.051921524107, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2708857478791863, "fast_rcnn/fg_cls_accuracy": 0.7209851551956815, "iteration": 74479, "loss_box_reg": 0.21519747050479054, "loss_cls": 0.1545547666028142, "loss_mask": 0.21982138883322477, "loss_rpn_cls": 0.022993970414972864, "loss_rpn_loc": 0.0720518451416865, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983897005972347, "mask_rcnn/false_negative": 0.08955565432981472, "mask_rcnn/false_positive": 0.11323250848354183, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1296609384007752, "total_loss": 0.6731172601193975} {"data_time": 0.013290065107867122, "eta_seconds": 18094.912157277577, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24053549190535492, "fast_rcnn/fg_cls_accuracy": 0.7457658779576588, "iteration": 74499, "loss_box_reg": 0.21696965862065554, "loss_cls": 0.1636771224439144, "loss_mask": 0.22672121599316597, "loss_rpn_cls": 0.020919395668897778, "loss_rpn_loc": 0.07208986347541213, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983379415375812, "mask_rcnn/false_negative": 0.09360697955474846, "mask_rcnn/false_positive": 0.10541350758180368, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1586101602297276, "total_loss": 0.6918805976602016} {"data_time": 0.013184481533244252, "eta_seconds": 18062.582268677652, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2540909090909091, "fast_rcnn/fg_cls_accuracy": 0.7319877883310719, "iteration": 74519, "loss_box_reg": 0.21838640794157982, "loss_cls": 0.1644492680206895, "loss_mask": 0.22553273662924767, "loss_rpn_cls": 0.019983173289801925, "loss_rpn_loc": 0.06724069826304913, "lr": 1e-05, "mask_rcnn/accuracy": 0.8909626957505488, "mask_rcnn/false_negative": 0.08598408394625748, "mask_rcnn/false_positive": 0.1252821124285832, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1526949610561132, "total_loss": 0.7015414168708958} {"data_time": 0.013559697661548853, "eta_seconds": 18035.40254497435, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24086479367866548, "fast_rcnn/fg_cls_accuracy": 0.7380261040586447, "iteration": 74539, "loss_box_reg": 0.2073345361277461, "loss_cls": 0.15528209041804075, "loss_mask": 0.21846926398575306, "loss_rpn_cls": 0.018096803687512875, "loss_rpn_loc": 0.059265011455863714, "lr": 1e-05, "mask_rcnn/accuracy": 0.906965826871289, "mask_rcnn/false_negative": 0.08190157512275756, "mask_rcnn/false_positive": 0.09248213023589531, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1702624768950045, "total_loss": 0.6646246417076327} {"data_time": 0.013455930398777127, "eta_seconds": 18009.73254453391, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2501930800123571, "fast_rcnn/fg_cls_accuracy": 0.7338744588744589, "iteration": 74559, "loss_box_reg": 0.21663615107536316, "loss_cls": 0.161567528732121, "loss_mask": 0.2223110031336546, "loss_rpn_cls": 0.01964302104897797, "loss_rpn_loc": 0.06378285959362984, "lr": 1e-05, "mask_rcnn/accuracy": 0.9149147691142023, "mask_rcnn/false_negative": 0.0717381961971329, "mask_rcnn/false_positive": 0.1005922289398726, "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": 1.1582838303875178, "total_loss": 0.6960795621853322} {"data_time": 0.01074499194510281, "eta_seconds": 17983.52592862677, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2865630397236615, "fast_rcnn/fg_cls_accuracy": 0.6900429232243814, "iteration": 74579, "loss_box_reg": 0.2064210968092084, "loss_cls": 0.15564760752022266, "loss_mask": 0.21784292347729206, "loss_rpn_cls": 0.01875728979939595, "loss_rpn_loc": 0.06747840845491737, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946444450352882, "mask_rcnn/false_negative": 0.0911109230737677, "mask_rcnn/false_positive": 0.11456552484845181, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.1670745809096843, "total_loss": 0.652461540303193} {"data_time": 0.011902115074917674, "eta_seconds": 17955.06330160424, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24744851108487473, "fast_rcnn/fg_cls_accuracy": 0.723325270442787, "iteration": 74599, "loss_box_reg": 0.1969612780958414, "loss_cls": 0.15282535925507545, "loss_mask": 0.2243636567145586, "loss_rpn_cls": 0.019504981522914022, "loss_rpn_loc": 0.05841823550872505, "lr": 1e-05, "mask_rcnn/accuracy": 0.907383613273846, "mask_rcnn/false_negative": 0.0817581668678629, "mask_rcnn/false_positive": 0.10179123229505152, "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": 1.1545219605322927, "total_loss": 0.6627726260921918} {"data_time": 0.01201723120175302, "eta_seconds": 17931.745037576184, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2742614673971425, "fast_rcnn/fg_cls_accuracy": 0.7201067759904574, "iteration": 74619, "loss_box_reg": 0.22183317970484495, "loss_cls": 0.1486741453409195, "loss_mask": 0.22386156767606735, "loss_rpn_cls": 0.02156283857766539, "loss_rpn_loc": 0.058594920206815004, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010672473044685, "mask_rcnn/false_negative": 0.0890048047141698, "mask_rcnn/false_positive": 0.11069901610604219, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1633902078028768, "total_loss": 0.6881927734939381} {"data_time": 0.013216034509241581, "eta_seconds": 17908.731476068497, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.20112359550561798, "fast_rcnn/fg_cls_accuracy": 0.7904474488974731, "iteration": 74639, "loss_box_reg": 0.22081438172608614, "loss_cls": 0.16630136407911777, "loss_mask": 0.2173097673803568, "loss_rpn_cls": 0.018428561452310532, "loss_rpn_loc": 0.04939585644751787, "lr": 1e-05, "mask_rcnn/accuracy": 0.9153616705360259, "mask_rcnn/false_negative": 0.06943457058086022, "mask_rcnn/false_positive": 0.1065471947054749, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1789892923552543, "total_loss": 0.6721237588208169} {"data_time": 0.012792909517884254, "eta_seconds": 17889.64928410016, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3508764821867488, "fast_rcnn/fg_cls_accuracy": 0.640289942615524, "iteration": 74659, "loss_box_reg": 0.22663689777255058, "loss_cls": 0.16616896353662014, "loss_mask": 0.22866972535848618, "loss_rpn_cls": 0.021336774807423353, "loss_rpn_loc": 0.06745900819078088, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982998891520895, "mask_rcnn/false_negative": 0.09435005177455232, "mask_rcnn/false_positive": 0.10776686524859896, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 1.169318083440885, "total_loss": 0.719549638684839} {"data_time": 0.012415541103109717, "eta_seconds": 17862.094154516235, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.19478672985781992, "fast_rcnn/fg_cls_accuracy": 0.7510660604655384, "iteration": 74679, "loss_box_reg": 0.20669614430516958, "loss_cls": 0.14396658539772034, "loss_mask": 0.2193889357149601, "loss_rpn_cls": 0.019824211194645613, "loss_rpn_loc": 0.05561644647968933, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047945026366857, "mask_rcnn/false_negative": 0.08094016358886505, "mask_rcnn/false_positive": 0.10732517473000894, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1672043728176504, "total_loss": 0.6467411649937276} {"data_time": 0.012263966025784612, "eta_seconds": 17838.471981463954, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2596590503816068, "fast_rcnn/fg_cls_accuracy": 0.7356124267888974, "iteration": 74699, "loss_box_reg": 0.21011824160814285, "loss_cls": 0.15818488504737616, "loss_mask": 0.23073013313114643, "loss_rpn_cls": 0.02508436655625701, "loss_rpn_loc": 0.07219512504525483, "lr": 1e-05, "mask_rcnn/accuracy": 0.8913510668242453, "mask_rcnn/false_negative": 0.09146833188016562, "mask_rcnn/false_positive": 0.11175631885965245, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.165311242453754, "total_loss": 0.7034441584837623} {"data_time": 0.01238280488178134, "eta_seconds": 17819.6767314896, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.30954255718035245, "fast_rcnn/fg_cls_accuracy": 0.6549206349206349, "iteration": 74719, "loss_box_reg": 0.21350358612835407, "loss_cls": 0.1661471026018262, "loss_mask": 0.2305815052241087, "loss_rpn_cls": 0.01825228688539937, "loss_rpn_loc": 0.06300110090523958, "lr": 1e-05, "mask_rcnn/accuracy": 0.8894352845970779, "mask_rcnn/false_negative": 0.10453008509855086, "mask_rcnn/false_positive": 0.11548476895786944, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.168595561524853, "total_loss": 0.7030467719305307} {"data_time": 0.011927069397643209, "eta_seconds": 17789.949541096576, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2566531559782456, "fast_rcnn/fg_cls_accuracy": 0.7201337630136693, "iteration": 74739, "loss_box_reg": 0.19836940057575703, "loss_cls": 0.14977055881172419, "loss_mask": 0.23296209424734116, "loss_rpn_cls": 0.018969126700540073, "loss_rpn_loc": 0.05666832416318357, "lr": 1e-05, "mask_rcnn/accuracy": 0.889277866728005, "mask_rcnn/false_negative": 0.09734876412592566, "mask_rcnn/false_positive": 0.1297005814352612, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1627626621630043, "total_loss": 0.6447347930807155} {"data_time": 0.012671620817855, "eta_seconds": 17773.601501444355, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2754201680672269, "fast_rcnn/fg_cls_accuracy": 0.7109836437982735, "iteration": 74759, "loss_box_reg": 0.23108312487602234, "loss_cls": 0.16223471239209175, "loss_mask": 0.23816251941025257, "loss_rpn_cls": 0.021266839758027345, "loss_rpn_loc": 0.0730128635186702, "lr": 1e-05, "mask_rcnn/accuracy": 0.8970289451306839, "mask_rcnn/false_negative": 0.09063018088104799, "mask_rcnn/false_positive": 0.10933524246281112, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1805410855449736, "total_loss": 0.7275421972153708} {"data_time": 0.011357626412063837, "eta_seconds": 17751.817595623434, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2319767578079239, "fast_rcnn/fg_cls_accuracy": 0.7574891677872404, "iteration": 74779, "loss_box_reg": 0.22348895762115717, "loss_cls": 0.15219715423882008, "loss_mask": 0.22426403686404228, "loss_rpn_cls": 0.02060562901897356, "loss_rpn_loc": 0.0571258538402617, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125663552081478, "mask_rcnn/false_negative": 0.08661369585539178, "mask_rcnn/false_positive": 0.0802484274706915, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.1725534575525671, "total_loss": 0.6860187601414509} {"data_time": 0.013588239438831806, "eta_seconds": 17728.49063426256, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26688572471705, "fast_rcnn/fg_cls_accuracy": 0.7198620409819436, "iteration": 74799, "loss_box_reg": 0.23918327875435352, "loss_cls": 0.17665476631373167, "loss_mask": 0.23128506168723106, "loss_rpn_cls": 0.02278690780804027, "loss_rpn_loc": 0.06642725691199303, "lr": 1e-05, "mask_rcnn/accuracy": 0.905571986036904, "mask_rcnn/false_negative": 0.0888170860229393, "mask_rcnn/false_positive": 0.10045655677007456, "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": 1.1651658019982278, "total_loss": 0.7250731080421247} {"data_time": 0.012641770066693425, "eta_seconds": 17700.998429437168, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22975085490962383, "fast_rcnn/fg_cls_accuracy": 0.74924329870463, "iteration": 74819, "loss_box_reg": 0.2148195616900921, "loss_cls": 0.15399957355111837, "loss_mask": 0.22888649255037308, "loss_rpn_cls": 0.018019857758190483, "loss_rpn_loc": 0.06732036243192852, "lr": 1e-05, "mask_rcnn/accuracy": 0.9104322534807864, "mask_rcnn/false_negative": 0.08019917854320165, "mask_rcnn/false_positive": 0.1028083664089707, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.147270088084042, "total_loss": 0.6896041898289695} {"data_time": 0.012128236703574657, "eta_seconds": 17683.03793625906, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.275739021126475, "fast_rcnn/fg_cls_accuracy": 0.7029481988996159, "iteration": 74839, "loss_box_reg": 0.2079378431662917, "loss_cls": 0.15645540039986372, "loss_mask": 0.22945208474993706, "loss_rpn_cls": 0.0206043763901107, "loss_rpn_loc": 0.056191711220890284, "lr": 1e-05, "mask_rcnn/accuracy": 0.8953381278599424, "mask_rcnn/false_negative": 0.09350803301037142, "mask_rcnn/false_positive": 0.11441069165838647, "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": 1.1740596916060895, "total_loss": 0.6865770458243787} {"data_time": 0.01266011199913919, "eta_seconds": 17660.522172893398, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24801587301587302, "fast_rcnn/fg_cls_accuracy": 0.7276133560994119, "iteration": 74859, "loss_box_reg": 0.22416850365698338, "loss_cls": 0.1667670225724578, "loss_mask": 0.22057786956429482, "loss_rpn_cls": 0.020638978399802, "loss_rpn_loc": 0.06262331153266132, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028540291524071, "mask_rcnn/false_negative": 0.09538631601830333, "mask_rcnn/false_positive": 0.09827932566064433, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1595774067100137, "total_loss": 0.7049601763719693} {"data_time": 0.012707866029813886, "eta_seconds": 17634.629512298852, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24223040251040973, "fast_rcnn/fg_cls_accuracy": 0.7379283489096573, "iteration": 74879, "loss_box_reg": 0.19880585931241512, "loss_cls": 0.14122293051332235, "loss_mask": 0.21790066547691822, "loss_rpn_cls": 0.016276711408863775, "loss_rpn_loc": 0.053765343385748565, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000291393528734, "mask_rcnn/false_negative": 0.08416571457944846, "mask_rcnn/false_positive": 0.10386452600830275, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1629088749177754, "total_loss": 0.6257218330865726} {"data_time": 0.012773322174325585, "eta_seconds": 17620.17521734815, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2553518821603928, "fast_rcnn/fg_cls_accuracy": 0.7057531840140536, "iteration": 74899, "loss_box_reg": 0.22267292812466621, "loss_cls": 0.16370195429772139, "loss_mask": 0.2265571877360344, "loss_rpn_cls": 0.020615834451746196, "loss_rpn_loc": 0.060329931089654565, "lr": 1e-05, "mask_rcnn/accuracy": 0.896405164115557, "mask_rcnn/false_negative": 0.09227599405231796, "mask_rcnn/false_positive": 0.11734000241164043, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1747641866095364, "total_loss": 0.696726160007529} {"data_time": 0.01112351636402309, "eta_seconds": 17600.245578121394, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2316008316008316, "fast_rcnn/fg_cls_accuracy": 0.7341698841698842, "iteration": 74919, "loss_box_reg": 0.21159657277166843, "loss_cls": 0.1472373316064477, "loss_mask": 0.2114941943436861, "loss_rpn_cls": 0.01910172001225874, "loss_rpn_loc": 0.058082092844415456, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096508175428537, "mask_rcnn/false_negative": 0.08599379003666005, "mask_rcnn/false_positive": 0.09878309997536124, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1740034574177116, "total_loss": 0.6604514020145871} {"data_time": 0.011596824042499065, "eta_seconds": 17578.2439430058, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.23351978312343435, "fast_rcnn/fg_cls_accuracy": 0.7499202551834131, "iteration": 74939, "loss_box_reg": 0.22171175573021173, "loss_cls": 0.15043984586372972, "loss_mask": 0.21996542811393738, "loss_rpn_cls": 0.019439691939624026, "loss_rpn_loc": 0.05765688652172685, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059450580615598, "mask_rcnn/false_negative": 0.07235680954315019, "mask_rcnn/false_positive": 0.10895106500307403, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.1733323317021132, "total_loss": 0.678061191807501} {"data_time": 0.0117802401073277, "eta_seconds": 17556.73072807491, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.26562778431162903, "fast_rcnn/fg_cls_accuracy": 0.7097859087102177, "iteration": 74959, "loss_box_reg": 0.2070514615625143, "loss_cls": 0.14768269378691912, "loss_mask": 0.21809296309947968, "loss_rpn_cls": 0.020229587447829545, "loss_rpn_loc": 0.053308207308873534, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023702842024117, "mask_rcnn/false_negative": 0.08457967656828641, "mask_rcnn/false_positive": 0.11626844862268877, "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": 1.170058484422043, "total_loss": 0.6492697569774464} {"data_time": 0.012596193235367537, "eta_seconds": 17530.218075821176, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2794802246845183, "fast_rcnn/fg_cls_accuracy": 0.7022312311705117, "iteration": 74979, "loss_box_reg": 0.2225840426981449, "loss_cls": 0.17368112411350012, "loss_mask": 0.23195001855492592, "loss_rpn_cls": 0.02149259706493467, "loss_rpn_loc": 0.061107129557058215, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972902872450264, "mask_rcnn/false_negative": 0.08726051431577281, "mask_rcnn/false_positive": 0.11233056582864642, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1509761582128704, "total_loss": 0.7253886385587975} {"data_time": 0.012078978819772601, "eta_seconds": 17508.211098611355, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.24884543374245893, "fast_rcnn/fg_cls_accuracy": 0.7247893404630674, "iteration": 74999, "loss_box_reg": 0.20562347676604986, "loss_cls": 0.14881757297553122, "loss_mask": 0.21895628608763218, "loss_rpn_cls": 0.019170933752320707, "loss_rpn_loc": 0.05959391896612942, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010256047499091, "mask_rcnn/false_negative": 0.0796316550045155, "mask_rcnn/false_positive": 0.1161150771001216, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1680910615250468, "total_loss": 0.664712169978884} {"data_time": 0.012014652602374554, "eta_seconds": 17484.86681714654, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2501395556547951, "fast_rcnn/fg_cls_accuracy": 0.740363617896501, "iteration": 75019, "loss_box_reg": 0.21367850713431835, "loss_cls": 0.15782741690054536, "loss_mask": 0.22776487842202187, "loss_rpn_cls": 0.022456781240180135, "loss_rpn_loc": 0.06588235031813383, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049243841632819, "mask_rcnn/false_negative": 0.08291260886574531, "mask_rcnn/false_positive": 0.11119418873918298, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1717350310645998, "total_loss": 0.6856666635721922} {"data_time": 0.01289375638589263, "eta_seconds": 17463.71517635882, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2471391657438169, "fast_rcnn/fg_cls_accuracy": 0.7268121413470251, "iteration": 75039, "loss_box_reg": 0.2337717479094863, "loss_cls": 0.16618355456739664, "loss_mask": 0.22916214540600777, "loss_rpn_cls": 0.024553508730605245, "loss_rpn_loc": 0.06781834829598665, "lr": 1e-05, "mask_rcnn/accuracy": 0.894173628349421, "mask_rcnn/false_negative": 0.09365100788792724, "mask_rcnn/false_positive": 0.11502768055349394, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1738240795675665, "total_loss": 0.7410902733681723} {"data_time": 0.012972700875252485, "eta_seconds": 17427.225975100882, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24589962905055335, "fast_rcnn/fg_cls_accuracy": 0.7346283847935893, "iteration": 75059, "loss_box_reg": 0.20728136599063873, "loss_cls": 0.16303270123898983, "loss_mask": 0.22530247271060944, "loss_rpn_cls": 0.022470714757218957, "loss_rpn_loc": 0.05741109442897141, "lr": 1e-05, "mask_rcnn/accuracy": 0.8986475098486225, "mask_rcnn/false_negative": 0.08455358286492404, "mask_rcnn/false_positive": 0.10539772288650057, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1526090500410646, "total_loss": 0.6712315464392304} {"data_time": 0.012687257025390863, "eta_seconds": 17399.84141582623, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.24264150943396226, "fast_rcnn/fg_cls_accuracy": 0.7282078472958642, "iteration": 75079, "loss_box_reg": 0.21378608420491219, "loss_cls": 0.15795514825731516, "loss_mask": 0.22879989445209503, "loss_rpn_cls": 0.021055176213849336, "loss_rpn_loc": 0.05711311590857804, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966255338296507, "mask_rcnn/false_negative": 0.09354915373193058, "mask_rcnn/false_positive": 0.10595022203063266, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1610592403449118, "total_loss": 0.6911222991766408} {"data_time": 0.012563002295792103, "eta_seconds": 17379.76683708839, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.22136886102403344, "fast_rcnn/fg_cls_accuracy": 0.7768939393939394, "iteration": 75099, "loss_box_reg": 0.21424193307757378, "loss_cls": 0.1691214321181178, "loss_mask": 0.23059316538274288, "loss_rpn_cls": 0.020667724384111352, "loss_rpn_loc": 0.06322736502625048, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065448648671292, "mask_rcnn/false_negative": 0.08120189121907641, "mask_rcnn/false_positive": 0.10172096666742342, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.1824446585960686, "total_loss": 0.6874437822552864} {"data_time": 0.013047948013991117, "eta_seconds": 17351.176326088607, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.25977728136565204, "fast_rcnn/fg_cls_accuracy": 0.7178308165748228, "iteration": 75119, "loss_box_reg": 0.22850907407701015, "loss_cls": 0.1668878593482077, "loss_mask": 0.22860753163695335, "loss_rpn_cls": 0.022486714617116377, "loss_rpn_loc": 0.06614866899326444, "lr": 1e-05, "mask_rcnn/accuracy": 0.8976090807860903, "mask_rcnn/false_negative": 0.10002037972999775, "mask_rcnn/false_positive": 0.10542368677660793, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.1514154421165586, "total_loss": 0.7093773964734282} {"data_time": 0.012386980932205915, "eta_seconds": 17327.849268312566, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2788528726708075, "fast_rcnn/fg_cls_accuracy": 0.6973679812834225, "iteration": 75139, "loss_box_reg": 0.21717230044305325, "loss_cls": 0.15549095813184977, "loss_mask": 0.21897979825735092, "loss_rpn_cls": 0.019438490096945316, "loss_rpn_loc": 0.06262624525697902, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971263438411079, "mask_rcnn/false_negative": 0.09759175330330555, "mask_rcnn/false_positive": 0.11354565873335884, "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": 1.1729862908832729, "total_loss": 0.6784386239050946} {"data_time": 0.011766790645197034, "eta_seconds": 17302.55518327467, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2336206896551724, "fast_rcnn/fg_cls_accuracy": 0.7526019900497513, "iteration": 75159, "loss_box_reg": 0.215318800881505, "loss_cls": 0.16588580701500177, "loss_mask": 0.2225712239742279, "loss_rpn_cls": 0.02109404979273677, "loss_rpn_loc": 0.06572310673072934, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080599340175953, "mask_rcnn/false_negative": 0.0895514349031001, "mask_rcnn/false_positive": 0.09509626001723202, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1736485238652676, "total_loss": 0.700930708728265} {"data_time": 0.011652620509266853, "eta_seconds": 17268.56877225917, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.28101031260070897, "fast_rcnn/fg_cls_accuracy": 0.7051948051948052, "iteration": 75179, "loss_box_reg": 0.20718412846326828, "loss_cls": 0.157559460029006, "loss_mask": 0.22513559460639954, "loss_rpn_cls": 0.020336483255960047, "loss_rpn_loc": 0.060725726769305766, "lr": 1e-05, "mask_rcnn/accuracy": 0.893927158374333, "mask_rcnn/false_negative": 0.10302519612372193, "mask_rcnn/false_positive": 0.10817075375487273, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.160073830978945, "total_loss": 0.6628458705963567} {"data_time": 0.01083234278485179, "eta_seconds": 17250.27037933469, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.22671728854470483, "fast_rcnn/fg_cls_accuracy": 0.7423965533566896, "iteration": 75199, "loss_box_reg": 0.20783169195055962, "loss_cls": 0.1562859418336302, "loss_mask": 0.21581011079251766, "loss_rpn_cls": 0.020802999060833827, "loss_rpn_loc": 0.06101910548750311, "lr": 1e-05, "mask_rcnn/accuracy": 0.8986542909758678, "mask_rcnn/false_negative": 0.0896974375218908, "mask_rcnn/false_positive": 0.11367883375274154, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.1728191685397178, "total_loss": 0.6610835473111365} {"data_time": 0.012257234426215291, "eta_seconds": 17229.913770011626, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2605006818624586, "fast_rcnn/fg_cls_accuracy": 0.7253750243522307, "iteration": 75219, "loss_box_reg": 0.2143661854788661, "loss_cls": 0.15059132920578122, "loss_mask": 0.21345433592796326, "loss_rpn_cls": 0.014729337155586109, "loss_rpn_loc": 0.05036260525230318, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077807408245556, "mask_rcnn/false_negative": 0.09001057096802244, "mask_rcnn/false_positive": 0.10865565448536674, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1784426535014063, "total_loss": 0.6547346959778224} {"data_time": 0.012589268619194627, "eta_seconds": 17203.648026958108, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23657433072837497, "fast_rcnn/fg_cls_accuracy": 0.7499198717948719, "iteration": 75239, "loss_box_reg": 0.22147215716540813, "loss_cls": 0.1567695327103138, "loss_mask": 0.22670362517237663, "loss_rpn_cls": 0.01928729540668428, "loss_rpn_loc": 0.06664452236145735, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062761376265716, "mask_rcnn/false_negative": 0.088344826377645, "mask_rcnn/false_positive": 0.10125376246327254, "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": 1.156415928620845, "total_loss": 0.7150377730140463} {"data_time": 0.011978924041613936, "eta_seconds": 17178.178260000423, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.22461382113821138, "fast_rcnn/fg_cls_accuracy": 0.7478058471209156, "iteration": 75259, "loss_box_reg": 0.20269318111240864, "loss_cls": 0.15475113596767187, "loss_mask": 0.21834110841155052, "loss_rpn_cls": 0.01646759145660326, "loss_rpn_loc": 0.051432846346870065, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967916807402403, "mask_rcnn/false_negative": 0.08882387396044128, "mask_rcnn/false_positive": 0.10557024090257479, "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": 1.1562045188620687, "total_loss": 0.6510068394709378} {"data_time": 0.013080033473670483, "eta_seconds": 17150.00896215439, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2054063762909744, "fast_rcnn/fg_cls_accuracy": 0.7598043893129771, "iteration": 75279, "loss_box_reg": 0.20620312727987766, "loss_cls": 0.15553396753966808, "loss_mask": 0.22247061505913734, "loss_rpn_cls": 0.025676140881842002, "loss_rpn_loc": 0.052837782888673246, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994232274658913, "mask_rcnn/false_negative": 0.09488100071453207, "mask_rcnn/false_positive": 0.10210570127236215, "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": 1.1620431737974286, "total_loss": 0.6766990984324366} {"data_time": 0.013998155947774649, "eta_seconds": 17125.103176245466, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23601359758265197, "fast_rcnn/fg_cls_accuracy": 0.7480852289087245, "iteration": 75299, "loss_box_reg": 0.21384061127901077, "loss_cls": 0.16194189433008432, "loss_mask": 0.22347730211913586, "loss_rpn_cls": 0.017757329624146223, "loss_rpn_loc": 0.06433100020512938, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088225948056713, "mask_rcnn/false_negative": 0.07350040820518527, "mask_rcnn/false_positive": 0.11139153595296211, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1751729778479785, "total_loss": 0.6685670019360259} {"data_time": 0.012108954600989819, "eta_seconds": 17103.405676931143, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2466013387619902, "fast_rcnn/fg_cls_accuracy": 0.7410043804755946, "iteration": 75319, "loss_box_reg": 0.2099744533188641, "loss_cls": 0.16132150776684284, "loss_mask": 0.21817809902131557, "loss_rpn_cls": 0.02185871999245137, "loss_rpn_loc": 0.05999819305725396, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004834120415405, "mask_rcnn/false_negative": 0.0890705804353796, "mask_rcnn/false_positive": 0.10948096803272625, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1683363658376038, "total_loss": 0.6966010787873529} {"data_time": 0.013406186597421765, "eta_seconds": 17092.68591555301, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.23861345166715092, "fast_rcnn/fg_cls_accuracy": 0.7398526685530296, "iteration": 75339, "loss_box_reg": 0.19694299437105656, "loss_cls": 0.15480399504303932, "loss_mask": 0.21853385493159294, "loss_rpn_cls": 0.01973034300317522, "loss_rpn_loc": 0.05802110745571554, "lr": 1e-05, "mask_rcnn/accuracy": 0.8963084070828924, "mask_rcnn/false_negative": 0.08235056006225569, "mask_rcnn/false_positive": 0.11700209676901582, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1726148671004921, "total_loss": 0.6551024346845224} {"data_time": 0.011864196509122849, "eta_seconds": 17069.367108028382, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2853131543879688, "fast_rcnn/fg_cls_accuracy": 0.6875999561835908, "iteration": 75359, "loss_box_reg": 0.21174001693725586, "loss_cls": 0.16292691137641668, "loss_mask": 0.23209005035459995, "loss_rpn_cls": 0.024448403855785728, "loss_rpn_loc": 0.06891622534021735, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987753983172216, "mask_rcnn/false_negative": 0.09008827246827676, "mask_rcnn/false_positive": 0.12510612472713303, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1545702670700848, "total_loss": 0.6949186763376929} {"data_time": 0.013685168931260705, "eta_seconds": 17048.14127751626, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.28506671228190217, "fast_rcnn/fg_cls_accuracy": 0.7102263121029877, "iteration": 75379, "loss_box_reg": 0.22279636189341545, "loss_cls": 0.1632539350539446, "loss_mask": 0.23512729816138744, "loss_rpn_cls": 0.021621042396873236, "loss_rpn_loc": 0.0627374374307692, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984764524458384, "mask_rcnn/false_negative": 0.0953895833444723, "mask_rcnn/false_positive": 0.10522873004446223, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1620459526311606, "total_loss": 0.7037824600702152} {"data_time": 0.012103705434128642, "eta_seconds": 17019.703782256693, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.24153119518672037, "fast_rcnn/fg_cls_accuracy": 0.7453419409016953, "iteration": 75399, "loss_box_reg": 0.21122305653989315, "loss_cls": 0.15595813654363155, "loss_mask": 0.22388314083218575, "loss_rpn_cls": 0.021921891486272216, "loss_rpn_loc": 0.060187791008502245, "lr": 1e-05, "mask_rcnn/accuracy": 0.899435659073023, "mask_rcnn/false_negative": 0.0878698042715154, "mask_rcnn/false_positive": 0.11001206442503952, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.1493365776259452, "total_loss": 0.6719380691065453} {"data_time": 0.014225196558982134, "eta_seconds": 16986.89746387303, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2668374570215061, "fast_rcnn/fg_cls_accuracy": 0.7031510322346977, "iteration": 75419, "loss_box_reg": 0.1955659231171012, "loss_cls": 0.152034695725888, "loss_mask": 0.22948605567216873, "loss_rpn_cls": 0.0205228805061779, "loss_rpn_loc": 0.05420385964680463, "lr": 1e-05, "mask_rcnn/accuracy": 0.9051748347644142, "mask_rcnn/false_negative": 0.07747649866403974, "mask_rcnn/false_positive": 0.11102001222922003, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.15511464769952, "total_loss": 0.6668289131775964} {"data_time": 0.01181994704529643, "eta_seconds": 16973.074456825852, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2608784096162737, "fast_rcnn/fg_cls_accuracy": 0.7272803160999499, "iteration": 75439, "loss_box_reg": 0.2204734105616808, "loss_cls": 0.1618862859904766, "loss_mask": 0.2223804071545601, "loss_rpn_cls": 0.019652262970339507, "loss_rpn_loc": 0.0627554674865678, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982936380725581, "mask_rcnn/false_negative": 0.09027875846334672, "mask_rcnn/false_positive": 0.11345606577273641, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1664457549341023, "total_loss": 0.7078983006649651} {"data_time": 0.013076118426397443, "eta_seconds": 16954.854594739154, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26305108030473334, "fast_rcnn/fg_cls_accuracy": 0.7296765001676164, "iteration": 75459, "loss_box_reg": 0.22108178492635489, "loss_cls": 0.1617111600935459, "loss_mask": 0.2317535113543272, "loss_rpn_cls": 0.02078099362552166, "loss_rpn_loc": 0.06553417537361383, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037443458569916, "mask_rcnn/false_negative": 0.08140382550590444, "mask_rcnn/false_positive": 0.1099014428939202, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1859806429129094, "total_loss": 0.7032642009435222} {"data_time": 0.012393375160172582, "eta_seconds": 16936.524461377412, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23342396149046174, "fast_rcnn/fg_cls_accuracy": 0.7496835443037975, "iteration": 75479, "loss_box_reg": 0.19359352998435497, "loss_cls": 0.14376022014766932, "loss_mask": 0.2196917161345482, "loss_rpn_cls": 0.01711027456622105, "loss_rpn_loc": 0.05073194205760956, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007796341980016, "mask_rcnn/false_negative": 0.08601619014719902, "mask_rcnn/false_positive": 0.11387379077932883, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1642411556094885, "total_loss": 0.653366083628498} {"data_time": 0.012591442558914423, "eta_seconds": 16913.19591528736, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.19271785209609044, "fast_rcnn/fg_cls_accuracy": 0.7751751103435041, "iteration": 75499, "loss_box_reg": 0.20687752217054367, "loss_cls": 0.1511425320059061, "loss_mask": 0.22303515300154686, "loss_rpn_cls": 0.02271509962156415, "loss_rpn_loc": 0.06364617706276476, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007023306151213, "mask_rcnn/false_negative": 0.08405747249449788, "mask_rcnn/false_positive": 0.11085914999538268, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1655920874327421, "total_loss": 0.6818495750776492} {"data_time": 0.011389801045879722, "eta_seconds": 16893.114855047315, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.27916096431203286, "fast_rcnn/fg_cls_accuracy": 0.6843340234644583, "iteration": 75519, "loss_box_reg": 0.20672923792153597, "loss_cls": 0.16175626497715712, "loss_mask": 0.22673620283603668, "loss_rpn_cls": 0.02085274294950068, "loss_rpn_loc": 0.06689591100439429, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967492649653845, "mask_rcnn/false_negative": 0.0903296376166918, "mask_rcnn/false_positive": 0.10962858323260366, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1688346427399665, "total_loss": 0.6636493618570967} {"data_time": 0.012601435417309403, "eta_seconds": 16875.253263171762, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.24427639075934943, "fast_rcnn/fg_cls_accuracy": 0.7191335436382755, "iteration": 75539, "loss_box_reg": 0.2303556464612484, "loss_cls": 0.15882704593241215, "loss_mask": 0.22137517482042313, "loss_rpn_cls": 0.019238874141592532, "loss_rpn_loc": 0.06314501911401749, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019567883491424, "mask_rcnn/false_negative": 0.09398624244324646, "mask_rcnn/false_positive": 0.0977016572361518, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1738496266771108, "total_loss": 0.6962799079119577} {"data_time": 0.01173234498128295, "eta_seconds": 16849.565993072465, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.243105143883354, "fast_rcnn/fg_cls_accuracy": 0.731192291008242, "iteration": 75559, "loss_box_reg": 0.1871049478650093, "loss_cls": 0.14059300906956196, "loss_mask": 0.2092136200517416, "loss_rpn_cls": 0.01796178100630641, "loss_rpn_loc": 0.05319469189271331, "lr": 1e-05, "mask_rcnn/accuracy": 0.9123485436664784, "mask_rcnn/false_negative": 0.07167307384275998, "mask_rcnn/false_positive": 0.11389347554502977, "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": 1.1575903196353465, "total_loss": 0.6165645351284184} {"data_time": 0.012858856935054064, "eta_seconds": 16830.292717819102, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2432446768204895, "fast_rcnn/fg_cls_accuracy": 0.7284056660638939, "iteration": 75579, "loss_box_reg": 0.2207493232563138, "loss_cls": 0.16705235093832016, "loss_mask": 0.2200377443805337, "loss_rpn_cls": 0.02147271391004324, "loss_rpn_loc": 0.051774221705272794, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080717165898617, "mask_rcnn/false_negative": 0.08458279590743498, "mask_rcnn/false_positive": 0.09392601629953443, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1754661903250962, "total_loss": 0.7061525730678113} {"data_time": 0.010873105842620134, "eta_seconds": 16805.879762023687, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22807017543859648, "fast_rcnn/fg_cls_accuracy": 0.7479318655549765, "iteration": 75599, "loss_box_reg": 0.21201285533607006, "loss_cls": 0.1557568423449993, "loss_mask": 0.22877410799264908, "loss_rpn_cls": 0.020097407628782094, "loss_rpn_loc": 0.06814545998349786, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101746606285506, "mask_rcnn/false_negative": 0.07613282414052713, "mask_rcnn/false_positive": 0.11516190851967739, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1623570686206222, "total_loss": 0.6954908107873052} {"data_time": 0.012154573574662209, "eta_seconds": 16778.974489537068, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.27202941176470585, "fast_rcnn/fg_cls_accuracy": 0.7193366266760762, "iteration": 75619, "loss_box_reg": 0.21464127115905285, "loss_cls": 0.1510793436318636, "loss_mask": 0.22423710487782955, "loss_rpn_cls": 0.01645442668814212, "loss_rpn_loc": 0.05884919920936227, "lr": 1e-05, "mask_rcnn/accuracy": 0.904844387755102, "mask_rcnn/false_negative": 0.09343010761723462, "mask_rcnn/false_positive": 0.1000025678796207, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1533788244705647, "total_loss": 0.697604482062161} {"data_time": 0.011236461345106363, "eta_seconds": 16753.116665640846, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2657039438956338, "fast_rcnn/fg_cls_accuracy": 0.7188270759112085, "iteration": 75639, "loss_box_reg": 0.20922149252146482, "loss_cls": 0.1502281278371811, "loss_mask": 0.22412589844316244, "loss_rpn_cls": 0.01708438925561495, "loss_rpn_loc": 0.050622997572645545, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005221331917368, "mask_rcnn/false_negative": 0.08884077759048062, "mask_rcnn/false_positive": 0.11369353980008334, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1617177817970514, "total_loss": 0.6588850205444032} {"data_time": 0.011172533500939608, "eta_seconds": 16726.56754656695, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24313186813186813, "fast_rcnn/fg_cls_accuracy": 0.7358247422680413, "iteration": 75659, "loss_box_reg": 0.20166517607867718, "loss_cls": 0.15391834545880556, "loss_mask": 0.2194847296923399, "loss_rpn_cls": 0.016732810792746022, "loss_rpn_loc": 0.05341080343350768, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022078719160476, "mask_rcnn/false_negative": 0.0790142588443721, "mask_rcnn/false_positive": 0.11331343645793557, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.159112241351977, "total_loss": 0.6358238584944047} {"data_time": 0.013005649438127875, "eta_seconds": 16705.26817826554, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2228315933218801, "fast_rcnn/fg_cls_accuracy": 0.748190068318548, "iteration": 75679, "loss_box_reg": 0.19974329322576523, "loss_cls": 0.15000808145850897, "loss_mask": 0.2263689897954464, "loss_rpn_cls": 0.019832531979773194, "loss_rpn_loc": 0.06121888698544353, "lr": 1e-05, "mask_rcnn/accuracy": 0.8980923654741966, "mask_rcnn/false_negative": 0.0914527201772059, "mask_rcnn/false_positive": 0.10937031588780202, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.169371023075655, "total_loss": 0.6495282725663856} {"data_time": 0.012180857360363007, "eta_seconds": 16678.97133177612, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2674037843775259, "fast_rcnn/fg_cls_accuracy": 0.7160061250225185, "iteration": 75699, "loss_box_reg": 0.22688572853803635, "loss_cls": 0.1764692235738039, "loss_mask": 0.2308385707437992, "loss_rpn_cls": 0.02219598676310852, "loss_rpn_loc": 0.06642705551348627, "lr": 1e-05, "mask_rcnn/accuracy": 0.8954908163690258, "mask_rcnn/false_negative": 0.10135958316087045, "mask_rcnn/false_positive": 0.10012081265676512, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.162683495087549, "total_loss": 0.7309166234917939} {"data_time": 0.0111752615775913, "eta_seconds": 16658.605417991057, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24635581313663504, "fast_rcnn/fg_cls_accuracy": 0.713231418028466, "iteration": 75719, "loss_box_reg": 0.2320894803851843, "loss_cls": 0.176418989431113, "loss_mask": 0.23104089871048927, "loss_rpn_cls": 0.022435337188653648, "loss_rpn_loc": 0.06992938183248043, "lr": 1e-05, "mask_rcnn/accuracy": 0.8995102837179099, "mask_rcnn/false_negative": 0.08877322240698093, "mask_rcnn/false_positive": 0.1128618545405837, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1852680027950555, "total_loss": 0.7249184945831075} {"data_time": 0.012104487977921963, "eta_seconds": 16637.123300023377, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.22796483106977014, "fast_rcnn/fg_cls_accuracy": 0.7415053395008852, "iteration": 75739, "loss_box_reg": 0.22340777143836021, "loss_cls": 0.16939698345959187, "loss_mask": 0.2253741081804037, "loss_rpn_cls": 0.021874446712899953, "loss_rpn_loc": 0.06279817904578522, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018041268566479, "mask_rcnn/false_negative": 0.08565760864686509, "mask_rcnn/false_positive": 0.11410752099141612, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.156016648048535, "total_loss": 0.71130493178498} {"data_time": 0.011624726932495832, "eta_seconds": 16613.31001315266, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24241726934034624, "fast_rcnn/fg_cls_accuracy": 0.7394862604540025, "iteration": 75759, "loss_box_reg": 0.21605068538337946, "loss_cls": 0.15843905322253704, "loss_mask": 0.2135757077485323, "loss_rpn_cls": 0.020569691085256636, "loss_rpn_loc": 0.0637026543263346, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078928045679184, "mask_rcnn/false_negative": 0.08162093900504083, "mask_rcnn/false_positive": 0.10367624950888424, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1776733149308711, "total_loss": 0.6629782831587363} {"data_time": 0.012634958373382688, "eta_seconds": 16594.490678189322, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.25373479131372245, "fast_rcnn/fg_cls_accuracy": 0.7223409768104676, "iteration": 75779, "loss_box_reg": 0.21703472454100847, "loss_cls": 0.16513459756970406, "loss_mask": 0.2294260933995247, "loss_rpn_cls": 0.02073315205052495, "loss_rpn_loc": 0.06467671075370163, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041994923544501, "mask_rcnn/false_negative": 0.09857388352372508, "mask_rcnn/false_positive": 0.1094510749981065, "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": 1.1739966010209173, "total_loss": 0.6810210521798581} {"data_time": 0.01231595384888351, "eta_seconds": 16568.945601629093, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2517934002869441, "fast_rcnn/fg_cls_accuracy": 0.7281123919308357, "iteration": 75799, "loss_box_reg": 0.20935554802417755, "loss_cls": 0.16659441124647856, "loss_mask": 0.2294334638863802, "loss_rpn_cls": 0.019862536777509376, "loss_rpn_loc": 0.07041950104758143, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049054924425309, "mask_rcnn/false_negative": 0.10174473581866034, "mask_rcnn/false_positive": 0.0911375183740997, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1635212146211416, "total_loss": 0.6935895074857399} {"data_time": 0.011778663145378232, "eta_seconds": 16548.484873566777, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2874835418038183, "fast_rcnn/fg_cls_accuracy": 0.6781981085116974, "iteration": 75819, "loss_box_reg": 0.21776471845805645, "loss_cls": 0.17325923312455416, "loss_mask": 0.23183407075703144, "loss_rpn_cls": 0.022853397706057876, "loss_rpn_loc": 0.07176503073424101, "lr": 1e-05, "mask_rcnn/accuracy": 0.8908873653628118, "mask_rcnn/false_negative": 0.08435174929098882, "mask_rcnn/false_positive": 0.12443820500252804, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1605165991932154, "total_loss": 0.7155696919071488} {"data_time": 0.0135374846868217, "eta_seconds": 16526.02159436792, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2555545746152261, "fast_rcnn/fg_cls_accuracy": 0.7373560267038368, "iteration": 75839, "loss_box_reg": 0.21885907463729382, "loss_cls": 0.16109256353229284, "loss_mask": 0.22589640319347382, "loss_rpn_cls": 0.02077213500160724, "loss_rpn_loc": 0.06321882689371705, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993035450100029, "mask_rcnn/false_negative": 0.08032872495853066, "mask_rcnn/false_positive": 0.1097374869602264, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.177670797565952, "total_loss": 0.6844156477600336} {"data_time": 0.012805077014490962, "eta_seconds": 16502.679755957797, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26554396160788973, "fast_rcnn/fg_cls_accuracy": 0.7179636720169722, "iteration": 75859, "loss_box_reg": 0.22164556942880154, "loss_cls": 0.1771112447604537, "loss_mask": 0.2356996387243271, "loss_rpn_cls": 0.01850176096195355, "loss_rpn_loc": 0.06352506927214563, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998551172395293, "mask_rcnn/false_negative": 0.09646323802663803, "mask_rcnn/false_positive": 0.12148433209390011, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1622161858249456, "total_loss": 0.7223371278960258} {"data_time": 0.011472990503534675, "eta_seconds": 16480.400680014864, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24813432835820895, "fast_rcnn/fg_cls_accuracy": 0.7338722093918398, "iteration": 75879, "loss_box_reg": 0.21741208992898464, "loss_cls": 0.15763025917112827, "loss_mask": 0.221204100176692, "loss_rpn_cls": 0.021782540949061513, "loss_rpn_loc": 0.05718855885788798, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102018039358601, "mask_rcnn/false_negative": 0.08282474228123826, "mask_rcnn/false_positive": 0.10100175968305936, "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": 1.1678407308645546, "total_loss": 0.6802386523922905} {"data_time": 0.012597251450642943, "eta_seconds": 16455.370815703645, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21483150470219436, "fast_rcnn/fg_cls_accuracy": 0.7645152604957979, "iteration": 75899, "loss_box_reg": 0.19302762672305107, "loss_cls": 0.1491419980302453, "loss_mask": 0.20851445756852627, "loss_rpn_cls": 0.017387465690262616, "loss_rpn_loc": 0.05224907165393233, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046349934094071, "mask_rcnn/false_negative": 0.08385308772777048, "mask_rcnn/false_positive": 0.09449337424299428, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.1658684599678963, "total_loss": 0.625358296034392} {"data_time": 0.01245041168294847, "eta_seconds": 16431.113132834435, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2757388669753616, "fast_rcnn/fg_cls_accuracy": 0.7044425030738368, "iteration": 75919, "loss_box_reg": 0.22183607146143913, "loss_cls": 0.1679073553532362, "loss_mask": 0.22209918685257435, "loss_rpn_cls": 0.02337307168636471, "loss_rpn_loc": 0.07251655543223023, "lr": 1e-05, "mask_rcnn/accuracy": 0.8895118200863963, "mask_rcnn/false_negative": 0.09556587450136353, "mask_rcnn/false_positive": 0.12098186218023005, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.151054532499984, "total_loss": 0.7137073663179763} {"data_time": 0.01308279624208808, "eta_seconds": 16408.441278021783, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29841006169909823, "fast_rcnn/fg_cls_accuracy": 0.6828571428571428, "iteration": 75939, "loss_box_reg": 0.21822468470782042, "loss_cls": 0.16562834475189447, "loss_mask": 0.22933602333068848, "loss_rpn_cls": 0.023459086834918708, "loss_rpn_loc": 0.0744437153916806, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046144866892744, "mask_rcnn/false_negative": 0.08720251689045544, "mask_rcnn/false_positive": 0.10057027488422052, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.180978651624173, "total_loss": 0.7156836604699492} {"data_time": 0.014115522848442197, "eta_seconds": 16385.347961168736, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.269472185211896, "fast_rcnn/fg_cls_accuracy": 0.7079103692006918, "iteration": 75959, "loss_box_reg": 0.23602287285029888, "loss_cls": 0.163854475133121, "loss_mask": 0.23513128235936165, "loss_rpn_cls": 0.027140582649735734, "loss_rpn_loc": 0.06654282624367625, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950033139206397, "mask_rcnn/false_negative": 0.09607815835212927, "mask_rcnn/false_positive": 0.11142028630038259, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.182502944022417, "total_loss": 0.738637596834451} {"data_time": 0.01178364478982985, "eta_seconds": 16363.683961317874, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21825396825396826, "fast_rcnn/fg_cls_accuracy": 0.7593319688679114, "iteration": 75979, "loss_box_reg": 0.2087841983884573, "loss_cls": 0.15382227720692754, "loss_mask": 0.2264399118721485, "loss_rpn_cls": 0.02321411031880416, "loss_rpn_loc": 0.0679084041621536, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038114192636155, "mask_rcnn/false_negative": 0.08822498503656093, "mask_rcnn/false_positive": 0.08895793506185395, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1710732597857714, "total_loss": 0.6679431734373793} {"data_time": 0.012491795001551509, "eta_seconds": 16344.529319088906, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.24864382185511774, "fast_rcnn/fg_cls_accuracy": 0.742783977572915, "iteration": 75999, "loss_box_reg": 0.22958136722445488, "loss_cls": 0.1739279991015792, "loss_mask": 0.22376331873238087, "loss_rpn_cls": 0.024821526487357914, "loss_rpn_loc": 0.06072162720374763, "lr": 1e-05, "mask_rcnn/accuracy": 0.8947602678278567, "mask_rcnn/false_negative": 0.09302959779466978, "mask_rcnn/false_positive": 0.11167560511636608, "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": 1.1848808450158685, "total_loss": 0.7462674516718835} {"data_time": 0.01214870298281312, "eta_seconds": 16320.710650510155, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2352260307243913, "fast_rcnn/fg_cls_accuracy": 0.7464061702830047, "iteration": 76019, "loss_box_reg": 0.20959526672959328, "loss_cls": 0.1626366637647152, "loss_mask": 0.21993659995496273, "loss_rpn_cls": 0.022918502043467015, "loss_rpn_loc": 0.06019675428979099, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984763119695887, "mask_rcnn/false_negative": 0.08144663689222012, "mask_rcnn/false_positive": 0.10359314532403555, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1701028388924897, "total_loss": 0.6839633969357237} {"data_time": 0.0128516536206007, "eta_seconds": 16296.793306106701, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.25283895025680714, "fast_rcnn/fg_cls_accuracy": 0.735325665251723, "iteration": 76039, "loss_box_reg": 0.22579141147434711, "loss_cls": 0.1622931221500039, "loss_mask": 0.22443988919258118, "loss_rpn_cls": 0.02092050656210631, "loss_rpn_loc": 0.0725471549667418, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077019755739097, "mask_rcnn/false_negative": 0.08342078888095031, "mask_rcnn/false_positive": 0.10110596033694738, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.163284364156425, "total_loss": 0.6989041356428061} {"data_time": 0.012329403543844819, "eta_seconds": 16276.898167710751, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2305378627034678, "fast_rcnn/fg_cls_accuracy": 0.7466701145045094, "iteration": 76059, "loss_box_reg": 0.2066187495365739, "loss_cls": 0.15202470170333982, "loss_mask": 0.21324496902525425, "loss_rpn_cls": 0.019945109204854816, "loss_rpn_loc": 0.06458619702607393, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100799070480271, "mask_rcnn/false_negative": 0.07652078523418773, "mask_rcnn/false_positive": 0.1014442129366132, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.1677310385275632, "total_loss": 0.6533788129454479} {"data_time": 0.013482349226251245, "eta_seconds": 16255.27286913246, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23491161616161615, "fast_rcnn/fg_cls_accuracy": 0.740333686440678, "iteration": 76079, "loss_box_reg": 0.21985361818224192, "loss_cls": 0.16070242645218968, "loss_mask": 0.23255372047424316, "loss_rpn_cls": 0.019912707386538386, "loss_rpn_loc": 0.052705873968079686, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950818482071599, "mask_rcnn/false_negative": 0.09225203766322246, "mask_rcnn/false_positive": 0.11225770497457574, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.1707743871957064, "total_loss": 0.6549846830312163} {"data_time": 0.011420713271945715, "eta_seconds": 16228.893407969736, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.7475490196078431, "iteration": 76099, "loss_box_reg": 0.2017254577949643, "loss_cls": 0.15372228622436523, "loss_mask": 0.2292889691889286, "loss_rpn_cls": 0.02238031121669337, "loss_rpn_loc": 0.06380399176850915, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034214427812475, "mask_rcnn/false_negative": 0.08870845849412715, "mask_rcnn/false_positive": 0.10772493298840152, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1583424631971866, "total_loss": 0.6952270703040995} {"data_time": 0.01208496349863708, "eta_seconds": 16206.839782483876, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2577925396014308, "fast_rcnn/fg_cls_accuracy": 0.708204334365325, "iteration": 76119, "loss_box_reg": 0.2091818954795599, "loss_cls": 0.15762255154550076, "loss_mask": 0.22781487368047237, "loss_rpn_cls": 0.020674449289799668, "loss_rpn_loc": 0.05768577195703983, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967623604271661, "mask_rcnn/false_negative": 0.09400574241744127, "mask_rcnn/false_positive": 0.10640449405148195, "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": 1.1587604857049882, "total_loss": 0.6842111368314363} {"data_time": 0.012788183521479368, "eta_seconds": 16183.48698740825, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.29489100225812054, "fast_rcnn/fg_cls_accuracy": 0.6805916305916306, "iteration": 76139, "loss_box_reg": 0.21283999551087618, "loss_cls": 0.16115512885153294, "loss_mask": 0.22374409064650536, "loss_rpn_cls": 0.01898937952501001, "loss_rpn_loc": 0.06152740493416786, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048365968008825, "mask_rcnn/false_negative": 0.07802959366894248, "mask_rcnn/false_positive": 0.1097524832169208, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1699593081139028, "total_loss": 0.6931317613925785} {"data_time": 0.012095511890947819, "eta_seconds": 16157.734698299319, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24827188940092165, "fast_rcnn/fg_cls_accuracy": 0.7201122259999447, "iteration": 76159, "loss_box_reg": 0.20254942774772644, "loss_cls": 0.1510534193366766, "loss_mask": 0.2284170687198639, "loss_rpn_cls": 0.018554062524344772, "loss_rpn_loc": 0.05844704806804657, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100642026146777, "mask_rcnn/false_negative": 0.0763030251624934, "mask_rcnn/false_positive": 0.10866659559009642, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1538020309526473, "total_loss": 0.6635202203178778} {"data_time": 0.01169941178523004, "eta_seconds": 16135.489704902284, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23337038124397097, "fast_rcnn/fg_cls_accuracy": 0.7502406694312795, "iteration": 76179, "loss_box_reg": 0.2202508207410574, "loss_cls": 0.15950011275708675, "loss_mask": 0.23024136386811733, "loss_rpn_cls": 0.025813428685069084, "loss_rpn_loc": 0.07334030303172767, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065264255368628, "mask_rcnn/false_negative": 0.07913651229439495, "mask_rcnn/false_positive": 0.11452957180483536, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.164867510087788, "total_loss": 0.7100237046252005} {"data_time": 0.013255491852760315, "eta_seconds": 16110.3606604971, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26714550509731233, "fast_rcnn/fg_cls_accuracy": 0.7058689717925386, "iteration": 76199, "loss_box_reg": 0.21686936169862747, "loss_cls": 0.1634931955486536, "loss_mask": 0.22624894604086876, "loss_rpn_cls": 0.020897076290566474, "loss_rpn_loc": 0.06080579222179949, "lr": 1e-05, "mask_rcnn/accuracy": 0.8908864687623657, "mask_rcnn/false_negative": 0.09069891316225911, "mask_rcnn/false_positive": 0.12812817816159758, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1581589160487056, "total_loss": 0.6981457762012724} {"data_time": 0.012179809156805277, "eta_seconds": 16081.892022565007, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.24910510092472904, "fast_rcnn/fg_cls_accuracy": 0.7333804809052333, "iteration": 76219, "loss_box_reg": 0.20918492414057255, "loss_cls": 0.15229649282991886, "loss_mask": 0.2175073716789484, "loss_rpn_cls": 0.01924870372749865, "loss_rpn_loc": 0.0664636604487896, "lr": 1e-05, "mask_rcnn/accuracy": 0.8961600655496964, "mask_rcnn/false_negative": 0.0921061257451268, "mask_rcnn/false_positive": 0.11105388426073531, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.157412527129054, "total_loss": 0.6758876332314685} {"data_time": 0.012712566880509257, "eta_seconds": 16054.796224161983, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24884375045307583, "fast_rcnn/fg_cls_accuracy": 0.7306962223895582, "iteration": 76239, "loss_box_reg": 0.19933190941810608, "loss_cls": 0.15040454035624862, "loss_mask": 0.22617634758353233, "loss_rpn_cls": 0.021689561486709863, "loss_rpn_loc": 0.06789722573012114, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001871123229717, "mask_rcnn/false_negative": 0.08812676801624228, "mask_rcnn/false_positive": 0.11051439166951713, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1574816014617682, "total_loss": 0.6700908186612651} {"data_time": 0.011435924097895622, "eta_seconds": 16033.68837619666, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3009495572289326, "fast_rcnn/fg_cls_accuracy": 0.6483637619309026, "iteration": 76259, "loss_box_reg": 0.22591495886445045, "loss_cls": 0.16398402117192745, "loss_mask": 0.22662914916872978, "loss_rpn_cls": 0.020821884740144014, "loss_rpn_loc": 0.05846709292382002, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007805901412992, "mask_rcnn/false_negative": 0.09699349656723297, "mask_rcnn/false_positive": 0.10515754197139189, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1636233464814723, "total_loss": 0.7013461210299283} {"data_time": 0.010969202034175396, "eta_seconds": 16005.417339615524, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.22743902932582177, "fast_rcnn/fg_cls_accuracy": 0.7614321925303751, "iteration": 76279, "loss_box_reg": 0.19990164134651423, "loss_cls": 0.15218636114150286, "loss_mask": 0.2200480829924345, "loss_rpn_cls": 0.020529040484689176, "loss_rpn_loc": 0.0651760617038235, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009416510897232, "mask_rcnn/false_negative": 0.09546569592622639, "mask_rcnn/false_positive": 0.10282378267926842, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1570621649734676, "total_loss": 0.6731393319787458} {"data_time": 0.01268955203704536, "eta_seconds": 15982.08582745865, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27622139603079016, "fast_rcnn/fg_cls_accuracy": 0.7153246753246754, "iteration": 76299, "loss_box_reg": 0.22068264428526163, "loss_cls": 0.16878620442003012, "loss_mask": 0.2332583460956812, "loss_rpn_cls": 0.020273337606340647, "loss_rpn_loc": 0.06454169587232172, "lr": 1e-05, "mask_rcnn/accuracy": 0.9051488088184452, "mask_rcnn/false_negative": 0.08208936972603093, "mask_rcnn/false_positive": 0.11735017511474502, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1671383688226342, "total_loss": 0.6978142821462825} {"data_time": 0.01274531101807952, "eta_seconds": 15956.651825029403, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24669648194005633, "fast_rcnn/fg_cls_accuracy": 0.7409324219130096, "iteration": 76319, "loss_box_reg": 0.2234760969877243, "loss_cls": 0.1634390503168106, "loss_mask": 0.2319182436913252, "loss_rpn_cls": 0.023617603932507336, "loss_rpn_loc": 0.05971340532414615, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061639600101217, "mask_rcnn/false_negative": 0.078026015842692, "mask_rcnn/false_positive": 0.10130154073113995, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.1656375578604639, "total_loss": 0.7064180774323177} {"data_time": 0.010717709781602025, "eta_seconds": 15933.323386688717, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26626391850272446, "fast_rcnn/fg_cls_accuracy": 0.729258469556977, "iteration": 76339, "loss_box_reg": 0.214432162232697, "loss_cls": 0.16053626593202353, "loss_mask": 0.22717409394681454, "loss_rpn_cls": 0.02162686493829824, "loss_rpn_loc": 0.06203473126515746, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115051871303663, "mask_rcnn/false_negative": 0.08091007896009725, "mask_rcnn/false_positive": 0.09638937768765918, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1689539074432105, "total_loss": 0.6702733541605994} {"data_time": 0.013263063505291939, "eta_seconds": 15909.99494834803, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2443012567732418, "fast_rcnn/fg_cls_accuracy": 0.727836266159367, "iteration": 76359, "loss_box_reg": 0.23574663884937763, "loss_cls": 0.17068605311214924, "loss_mask": 0.22817827202379704, "loss_rpn_cls": 0.019669455010443926, "loss_rpn_loc": 0.06470653228461742, "lr": 1e-05, "mask_rcnn/accuracy": 0.8927779830541844, "mask_rcnn/false_negative": 0.09928512452705533, "mask_rcnn/false_positive": 0.11057221205927249, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.1542481682263315, "total_loss": 0.7207300771842711} {"data_time": 0.013258826918900013, "eta_seconds": 15888.759778831154, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2380327868852459, "fast_rcnn/fg_cls_accuracy": 0.7391000046972616, "iteration": 76379, "loss_box_reg": 0.20879185386002064, "loss_cls": 0.14879709854722023, "loss_mask": 0.21946299262344837, "loss_rpn_cls": 0.021732946508564055, "loss_rpn_loc": 0.0645422232337296, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038673184584838, "mask_rcnn/false_negative": 0.08401150493782834, "mask_rcnn/false_positive": 0.10479943007692277, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.163875733036548, "total_loss": 0.6661195038468577} {"data_time": 0.01266727247275412, "eta_seconds": 15866.763397864997, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22261970280682442, "fast_rcnn/fg_cls_accuracy": 0.7564910214895496, "iteration": 76399, "loss_box_reg": 0.21133603900671005, "loss_cls": 0.15633285138756037, "loss_mask": 0.22478177770972252, "loss_rpn_cls": 0.01776969077764079, "loss_rpn_loc": 0.0631053694523871, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116309607703559, "mask_rcnn/false_negative": 0.08160613876005682, "mask_rcnn/false_positive": 0.09727980849056164, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.168891862500459, "total_loss": 0.7206223012763076} {"data_time": 0.012020249618217349, "eta_seconds": 15843.429922279902, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.28073075854404, "fast_rcnn/fg_cls_accuracy": 0.7049222196424425, "iteration": 76419, "loss_box_reg": 0.22323529422283173, "loss_cls": 0.17611121200025082, "loss_mask": 0.23077845200896263, "loss_rpn_cls": 0.024490378578775562, "loss_rpn_loc": 0.06288595451042056, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000789059817689, "mask_rcnn/false_negative": 0.08750433679524695, "mask_rcnn/false_positive": 0.12167922608914038, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1606045793741941, "total_loss": 0.7315546062309295} {"data_time": 0.011601375881582499, "eta_seconds": 15822.1990961954, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.222217868338558, "fast_rcnn/fg_cls_accuracy": 0.7749422784524993, "iteration": 76439, "loss_box_reg": 0.21268448140472174, "loss_cls": 0.14739151718094945, "loss_mask": 0.23457924835383892, "loss_rpn_cls": 0.01859268150292337, "loss_rpn_loc": 0.057464842800982296, "lr": 1e-05, "mask_rcnn/accuracy": 0.90143489201222, "mask_rcnn/false_negative": 0.0920942703583867, "mask_rcnn/false_positive": 0.11109158309754624, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.172426988137886, "total_loss": 0.674020014826965} {"data_time": 0.012946293223649263, "eta_seconds": 15791.22993644327, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.20122624834290764, "fast_rcnn/fg_cls_accuracy": 0.7881459430577819, "iteration": 76459, "loss_box_reg": 0.21830121567472816, "loss_cls": 0.16128130163997412, "loss_mask": 0.2223876602947712, "loss_rpn_cls": 0.021801048511406407, "loss_rpn_loc": 0.05155273829586804, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103394784599685, "mask_rcnn/false_negative": 0.08397005906621098, "mask_rcnn/false_positive": 0.10954694560365774, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.134997635614127, "total_loss": 0.6902146430511493} {"data_time": 0.01224647555500269, "eta_seconds": 15768.490691632032, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23919322229710216, "fast_rcnn/fg_cls_accuracy": 0.7406636304489265, "iteration": 76479, "loss_box_reg": 0.2173340991139412, "loss_cls": 0.16432936862111092, "loss_mask": 0.23186652921140194, "loss_rpn_cls": 0.023223133466672152, "loss_rpn_loc": 0.06622849451377988, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015566929647258, "mask_rcnn/false_negative": 0.09216176474304541, "mask_rcnn/false_positive": 0.09773235251612176, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1614737189374864, "total_loss": 0.7126884453464299} {"data_time": 0.012264752527698874, "eta_seconds": 15745.247612823732, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.24505435751202992, "fast_rcnn/fg_cls_accuracy": 0.7349196021935124, "iteration": 76499, "loss_box_reg": 0.21412773616611958, "loss_cls": 0.16360058262944221, "loss_mask": 0.2119868565350771, "loss_rpn_cls": 0.020219458092469722, "loss_rpn_loc": 0.05530115345027298, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083361213337795, "mask_rcnn/false_negative": 0.07562094909570466, "mask_rcnn/false_positive": 0.11076154976602634, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.167422748869285, "total_loss": 0.6791909656603821} {"data_time": 0.012193426489830017, "eta_seconds": 15717.282184325159, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2722964074607209, "fast_rcnn/fg_cls_accuracy": 0.7110506051264829, "iteration": 76519, "loss_box_reg": 0.20833683665841818, "loss_cls": 0.15790840052068233, "loss_mask": 0.21513650752604008, "loss_rpn_cls": 0.016568672901485115, "loss_rpn_loc": 0.05388610460795462, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075648123489451, "mask_rcnn/false_negative": 0.08668769245206707, "mask_rcnn/false_positive": 0.10195640364136038, "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": 1.1378181192558259, "total_loss": 0.6514143464446533} {"data_time": 0.011026156367734075, "eta_seconds": 15693.96277455613, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27095851603240767, "fast_rcnn/fg_cls_accuracy": 0.7177595170216333, "iteration": 76539, "loss_box_reg": 0.2027099085971713, "loss_cls": 0.1551445433869958, "loss_mask": 0.22343521192669868, "loss_rpn_cls": 0.022438091807998717, "loss_rpn_loc": 0.06096421112306416, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060822585445899, "mask_rcnn/false_negative": 0.08386991863119775, "mask_rcnn/false_positive": 0.10248100145568567, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.176073340466246, "total_loss": 0.6666585633065552} {"data_time": 0.012133364332839847, "eta_seconds": 15672.215227782726, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2363233750607992, "fast_rcnn/fg_cls_accuracy": 0.7320272845962117, "iteration": 76559, "loss_box_reg": 0.21922815032303333, "loss_cls": 0.16708887182176113, "loss_mask": 0.2352177780121565, "loss_rpn_cls": 0.024537060293368995, "loss_rpn_loc": 0.07400741009041667, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016558500781606, "mask_rcnn/false_negative": 0.10568167120100652, "mask_rcnn/false_positive": 0.1113283337404382, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1712330095469952, "total_loss": 0.7313994695432484} {"data_time": 0.011741915950551629, "eta_seconds": 15647.323955018073, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.23097669547001834, "fast_rcnn/fg_cls_accuracy": 0.739342403628118, "iteration": 76579, "loss_box_reg": 0.18927494436502457, "loss_cls": 0.1306298989802599, "loss_mask": 0.21660312078893185, "loss_rpn_cls": 0.02022051325184293, "loss_rpn_loc": 0.055328268092125654, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002226310456993, "mask_rcnn/false_negative": 0.08246757075599381, "mask_rcnn/false_positive": 0.10704835641085354, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.1669541182927787, "total_loss": 0.6339839637512341} {"data_time": 0.012024812866002321, "eta_seconds": 15620.773410936818, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27249106605405327, "fast_rcnn/fg_cls_accuracy": 0.7080444167247557, "iteration": 76599, "loss_box_reg": 0.19638451468199492, "loss_cls": 0.1400755774229765, "loss_mask": 0.21020925976336002, "loss_rpn_cls": 0.019504890602547675, "loss_rpn_loc": 0.06419159489450976, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113928613053173, "mask_rcnn/false_negative": 0.08260725095150166, "mask_rcnn/false_positive": 0.09483409835344395, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1422799765132368, "total_loss": 0.6387683044522419} {"data_time": 0.012557869078591466, "eta_seconds": 15604.627514742315, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24971866739943993, "fast_rcnn/fg_cls_accuracy": 0.7192993426995178, "iteration": 76619, "loss_box_reg": 0.21828486863523722, "loss_cls": 0.16631386801600456, "loss_mask": 0.23131950572133064, "loss_rpn_cls": 0.02137352107092738, "loss_rpn_loc": 0.06514911074191332, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035226261860833, "mask_rcnn/false_negative": 0.07384199638959635, "mask_rcnn/false_positive": 0.11939182671833683, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.18038997403346, "total_loss": 0.691561761428602} {"data_time": 0.011742599541321397, "eta_seconds": 15581.96356350556, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.22133635595174056, "fast_rcnn/fg_cls_accuracy": 0.7661088911088911, "iteration": 76639, "loss_box_reg": 0.20542614720761776, "loss_cls": 0.14456524280831218, "loss_mask": 0.2103691603988409, "loss_rpn_cls": 0.01751576887909323, "loss_rpn_loc": 0.04699018178507686, "lr": 1e-05, "mask_rcnn/accuracy": 0.9140415610109041, "mask_rcnn/false_negative": 0.08208425337911479, "mask_rcnn/false_positive": 0.09406846866290988, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1684887534938753, "total_loss": 0.6537617286085151} {"data_time": 0.012080734362825751, "eta_seconds": 15560.150479311123, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2678504672897196, "fast_rcnn/fg_cls_accuracy": 0.6968225572876736, "iteration": 76659, "loss_box_reg": 0.2187737561762333, "loss_cls": 0.16010462259873748, "loss_mask": 0.23162398859858513, "loss_rpn_cls": 0.016885198943782598, "loss_rpn_loc": 0.0628403986338526, "lr": 1e-05, "mask_rcnn/accuracy": 0.8935844022188315, "mask_rcnn/false_negative": 0.08245627046833176, "mask_rcnn/false_positive": 0.12736714512909353, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1510218034964055, "total_loss": 0.6751858655188698} {"data_time": 0.012922566151246428, "eta_seconds": 15539.53115827404, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2650663206459054, "fast_rcnn/fg_cls_accuracy": 0.7031770255271921, "iteration": 76679, "loss_box_reg": 0.22934595681726933, "loss_cls": 0.1695214193314314, "loss_mask": 0.23793205432593822, "loss_rpn_cls": 0.02388571621850133, "loss_rpn_loc": 0.07766549522057176, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026304766934277, "mask_rcnn/false_negative": 0.09434755921253757, "mask_rcnn/false_positive": 0.11277959123242169, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1749169824179262, "total_loss": 0.7349360125372186} {"data_time": 0.011829233262687922, "eta_seconds": 15518.873806344345, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.30627517841785235, "fast_rcnn/fg_cls_accuracy": 0.681498278601695, "iteration": 76699, "loss_box_reg": 0.2051423266530037, "loss_cls": 0.15558990463614464, "loss_mask": 0.22922047227621078, "loss_rpn_cls": 0.023782442964147776, "loss_rpn_loc": 0.07059675874188542, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052555853515423, "mask_rcnn/false_negative": 0.08371796674710036, "mask_rcnn/false_positive": 0.10546672025175943, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 1.149156593484804, "total_loss": 0.7066631042398512} {"data_time": 0.012341011082753539, "eta_seconds": 15492.865899540484, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2548748966087676, "fast_rcnn/fg_cls_accuracy": 0.7134705719812102, "iteration": 76719, "loss_box_reg": 0.19671049434691668, "loss_cls": 0.14187577459961176, "loss_mask": 0.2206993419677019, "loss_rpn_cls": 0.016634046274702996, "loss_rpn_loc": 0.053183772368356586, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037852114557595, "mask_rcnn/false_negative": 0.0767628569390375, "mask_rcnn/false_positive": 0.10696615744938956, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.1782649457454681, "total_loss": 0.6406448457273655} {"data_time": 0.01154505112208426, "eta_seconds": 15470.88508112356, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2564484126984127, "fast_rcnn/fg_cls_accuracy": 0.7179922728483878, "iteration": 76739, "loss_box_reg": 0.2192145762965083, "loss_cls": 0.1635206495411694, "loss_mask": 0.224617013707757, "loss_rpn_cls": 0.018605829449370503, "loss_rpn_loc": 0.059332912089303136, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055011405223843, "mask_rcnn/false_negative": 0.09286361456702596, "mask_rcnn/false_positive": 0.09927483002393687, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.156993038021028, "total_loss": 0.6910909320577048} {"data_time": 0.012023162096738815, "eta_seconds": 15441.35039575398, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.2811726822206959, "fast_rcnn/fg_cls_accuracy": 0.7003205128205128, "iteration": 76759, "loss_box_reg": 0.2116417232900858, "loss_cls": 0.149278094060719, "loss_mask": 0.22925769537687302, "loss_rpn_cls": 0.019668773718876764, "loss_rpn_loc": 0.05949965422041714, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038599693558815, "mask_rcnn/false_negative": 0.08674387049588692, "mask_rcnn/false_positive": 0.11087585489407448, "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": 1.17400122852996, "total_loss": 0.6857435857018572} {"data_time": 0.01192281860858202, "eta_seconds": 15418.02509304136, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.27898550724637683, "fast_rcnn/fg_cls_accuracy": 0.6850773929158727, "iteration": 76779, "loss_box_reg": 0.2184523455798626, "loss_cls": 0.17316744290292263, "loss_mask": 0.23617182858288288, "loss_rpn_cls": 0.021737509465310723, "loss_rpn_loc": 0.06498291250318289, "lr": 1e-05, "mask_rcnn/accuracy": 0.8921224804980978, "mask_rcnn/false_negative": 0.10016998647744618, "mask_rcnn/false_positive": 0.1184740975497475, "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": 1.1890792795456946, "total_loss": 0.7240512200514786} {"data_time": 0.011738235829398036, "eta_seconds": 15400.881076231599, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.27009338784082815, "fast_rcnn/fg_cls_accuracy": 0.7199459473241376, "iteration": 76799, "loss_box_reg": 0.23253299668431282, "loss_cls": 0.16483244206756353, "loss_mask": 0.23046189732849598, "loss_rpn_cls": 0.018839259282685816, "loss_rpn_loc": 0.06314616184681654, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040474146756636, "mask_rcnn/false_negative": 0.08541528309304824, "mask_rcnn/false_positive": 0.10692791755423595, "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": 1.1737418989650905, "total_loss": 0.6977933080634102} {"data_time": 0.012132880976423621, "eta_seconds": 15370.427140668035, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.23845423063957585, "fast_rcnn/fg_cls_accuracy": 0.7500050159507232, "iteration": 76819, "loss_box_reg": 0.19122901372611523, "loss_cls": 0.14486612007021904, "loss_mask": 0.21753685921430588, "loss_rpn_cls": 0.01798551098909229, "loss_rpn_loc": 0.05519983684644103, "lr": 1e-05, "mask_rcnn/accuracy": 0.9107370259104031, "mask_rcnn/false_negative": 0.08325344829475115, "mask_rcnn/false_positive": 0.09359297682097369, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.146960512502119, "total_loss": 0.6189010729140136} {"data_time": 0.011878517223522067, "eta_seconds": 15345.710743870586, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2505928325707224, "fast_rcnn/fg_cls_accuracy": 0.7301375209191875, "iteration": 76839, "loss_box_reg": 0.2121740859001875, "loss_cls": 0.15812920685857534, "loss_mask": 0.22704721242189407, "loss_rpn_cls": 0.021453835302963853, "loss_rpn_loc": 0.06250792182981968, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027365263017345, "mask_rcnn/false_negative": 0.07956383546283026, "mask_rcnn/false_positive": 0.11491785569872467, "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": 1.1685638760682195, "total_loss": 0.6776172340323683} {"data_time": 0.01205510227009654, "eta_seconds": 15321.864324132912, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26813176813176814, "fast_rcnn/fg_cls_accuracy": 0.7289546404259621, "iteration": 76859, "loss_box_reg": 0.22139489091932774, "loss_cls": 0.1572513747960329, "loss_mask": 0.23438796773552895, "loss_rpn_cls": 0.019826145406113937, "loss_rpn_loc": 0.06516023725271225, "lr": 1e-05, "mask_rcnn/accuracy": 0.8902792825624458, "mask_rcnn/false_negative": 0.09679255708272522, "mask_rcnn/false_positive": 0.11304830630526647, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1551285746973008, "total_loss": 0.6923758797929622} {"data_time": 0.01348615693859756, "eta_seconds": 15291.878830492496, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.25663671635695323, "fast_rcnn/fg_cls_accuracy": 0.702099689387825, "iteration": 76879, "loss_box_reg": 0.20287676714360714, "loss_cls": 0.1586527330800891, "loss_mask": 0.22935726679861546, "loss_rpn_cls": 0.017897997691761702, "loss_rpn_loc": 0.05333156231790781, "lr": 1e-05, "mask_rcnn/accuracy": 0.8960589185548906, "mask_rcnn/false_negative": 0.10239341234317731, "mask_rcnn/false_positive": 0.11531322620961088, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1625079137738794, "total_loss": 0.6573022928787395} {"data_time": 0.0120282091666013, "eta_seconds": 15266.98513883166, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2139389736477115, "fast_rcnn/fg_cls_accuracy": 0.7761549395877754, "iteration": 76899, "loss_box_reg": 0.19218408782035112, "loss_cls": 0.15083745680749416, "loss_mask": 0.22340169362723827, "loss_rpn_cls": 0.021295392944011837, "loss_rpn_loc": 0.05690160137601197, "lr": 1e-05, "mask_rcnn/accuracy": 0.9110400402731758, "mask_rcnn/false_negative": 0.07956096738592133, "mask_rcnn/false_positive": 0.10067400493563144, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1550431095529348, "total_loss": 0.6521721108001657} {"data_time": 0.01249001338146627, "eta_seconds": 15243.676764573902, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24615384615384617, "fast_rcnn/fg_cls_accuracy": 0.7489726027397261, "iteration": 76919, "loss_box_reg": 0.217892044223845, "loss_cls": 0.15958050079643726, "loss_mask": 0.22497492283582687, "loss_rpn_cls": 0.020502176601439714, "loss_rpn_loc": 0.06304001185344532, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028043632371587, "mask_rcnn/false_negative": 0.08721568660118918, "mask_rcnn/false_positive": 0.102062382017434, "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": 1.1691000745631754, "total_loss": 0.6861559713142924} {"data_time": 0.012617835076525807, "eta_seconds": 15220.092367623001, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23937623070571046, "fast_rcnn/fg_cls_accuracy": 0.7455457391532396, "iteration": 76939, "loss_box_reg": 0.2219180464744568, "loss_cls": 0.15807096986100078, "loss_mask": 0.2335265390574932, "loss_rpn_cls": 0.02111033927940298, "loss_rpn_loc": 0.06843488849699497, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042514701553221, "mask_rcnn/false_negative": 0.09823146432790272, "mask_rcnn/false_positive": 0.09588464188711551, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1709239587653428, "total_loss": 0.7268183441483416} {"data_time": 0.013121532509103417, "eta_seconds": 15191.283570863307, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2360248447204969, "fast_rcnn/fg_cls_accuracy": 0.7255766621438263, "iteration": 76959, "loss_box_reg": 0.19292470812797546, "loss_cls": 0.1497311545535922, "loss_mask": 0.22685031406581402, "loss_rpn_cls": 0.02214183163596317, "loss_rpn_loc": 0.05886331293731928, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048489618906097, "mask_rcnn/false_negative": 0.08364505655961832, "mask_rcnn/false_positive": 0.10495452742601595, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1611509704962373, "total_loss": 0.6443340160185471} {"data_time": 0.01203083386644721, "eta_seconds": 15153.57909140177, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2642756199350807, "fast_rcnn/fg_cls_accuracy": 0.7186573269250434, "iteration": 76979, "loss_box_reg": 0.22013498470187187, "loss_cls": 0.16533033177256584, "loss_mask": 0.23141265846788883, "loss_rpn_cls": 0.020444075693376362, "loss_rpn_loc": 0.07087891991250217, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968261125999222, "mask_rcnn/false_negative": 0.09461632586494345, "mask_rcnn/false_positive": 0.10860293155564589, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.14541154098697, "total_loss": 0.6978506264276803} {"data_time": 0.012514188420027494, "eta_seconds": 15124.197992729023, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2535130794650854, "fast_rcnn/fg_cls_accuracy": 0.7356145040092794, "iteration": 76999, "loss_box_reg": 0.19684736989438534, "loss_cls": 0.15914874710142612, "loss_mask": 0.21291614137589931, "loss_rpn_cls": 0.020147301314864308, "loss_rpn_loc": 0.0629484229721129, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965999980819396, "mask_rcnn/false_negative": 0.08917170945508081, "mask_rcnn/false_positive": 0.11233434999373579, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1598967758473009, "total_loss": 0.6703109428926837} {"data_time": 0.012476943666115403, "eta_seconds": 15101.82511491701, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2686762536873156, "fast_rcnn/fg_cls_accuracy": 0.7271570796460177, "iteration": 77019, "loss_box_reg": 0.21643017418682575, "loss_cls": 0.1657906947657466, "loss_mask": 0.2185970675200224, "loss_rpn_cls": 0.019871125026838854, "loss_rpn_loc": 0.05370065686292946, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998887876247117, "mask_rcnn/false_negative": 0.07879307305209217, "mask_rcnn/false_positive": 0.11066776405093647, "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": 1.166825361084193, "total_loss": 0.6896363915875554} {"data_time": 0.012465769425034523, "eta_seconds": 15077.661998905241, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22029128262857944, "fast_rcnn/fg_cls_accuracy": 0.7709154698726866, "iteration": 77039, "loss_box_reg": 0.19815149530768394, "loss_cls": 0.15213195327669382, "loss_mask": 0.2142573930323124, "loss_rpn_cls": 0.018966212432133034, "loss_rpn_loc": 0.058686100877821445, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039123720013461, "mask_rcnn/false_negative": 0.07666495165265974, "mask_rcnn/false_positive": 0.10030438362871627, "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": 1.1601601459551603, "total_loss": 0.6595233723928686} {"data_time": 0.011623006546869874, "eta_seconds": 15052.059150268324, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.26837646131616966, "fast_rcnn/fg_cls_accuracy": 0.6872747488689517, "iteration": 77059, "loss_box_reg": 0.21867655590176582, "loss_cls": 0.16658863029442728, "loss_mask": 0.22696424461901188, "loss_rpn_cls": 0.02002346666995436, "loss_rpn_loc": 0.06869591865688562, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939836692013037, "mask_rcnn/false_negative": 0.10364805399596458, "mask_rcnn/false_positive": 0.1093815191900899, "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": 1.1667834101244807, "total_loss": 0.695446738274768} {"data_time": 0.01388031360693276, "eta_seconds": 15028.794762091711, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2502209727712441, "fast_rcnn/fg_cls_accuracy": 0.7263877831656655, "iteration": 77079, "loss_box_reg": 0.21133234538137913, "loss_cls": 0.16394612845033407, "loss_mask": 0.22523451410233974, "loss_rpn_cls": 0.022394915082259104, "loss_rpn_loc": 0.06405660649761558, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993641754049309, "mask_rcnn/false_negative": 0.08636327095731447, "mask_rcnn/false_positive": 0.11407416252201799, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1716962126083672, "total_loss": 0.706446581549244} {"data_time": 0.012775271898135543, "eta_seconds": 15007.24325766787, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.24172473867595817, "fast_rcnn/fg_cls_accuracy": 0.7265886455181259, "iteration": 77099, "loss_box_reg": 0.2047851774841547, "loss_cls": 0.14902238082140684, "loss_mask": 0.22623882442712784, "loss_rpn_cls": 0.018731135467533022, "loss_rpn_loc": 0.06014765426516533, "lr": 1e-05, "mask_rcnn/accuracy": 0.8986455799433143, "mask_rcnn/false_negative": 0.07658161010328422, "mask_rcnn/false_positive": 0.11764887705764332, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1630501642357558, "total_loss": 0.6631496725531179} {"data_time": 0.012633886653929949, "eta_seconds": 14984.590011257678, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27238265185963517, "fast_rcnn/fg_cls_accuracy": 0.7187262699332561, "iteration": 77119, "loss_box_reg": 0.2088833898305893, "loss_cls": 0.15742324851453304, "loss_mask": 0.22185374051332474, "loss_rpn_cls": 0.02156146033667028, "loss_rpn_loc": 0.06287096242886037, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040622116954085, "mask_rcnn/false_negative": 0.0875821206317895, "mask_rcnn/false_positive": 0.09142802634405647, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.172963868593797, "total_loss": 0.6655544672394171} {"data_time": 0.012353275436908007, "eta_seconds": 14962.8952429723, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.27090064737287056, "fast_rcnn/fg_cls_accuracy": 0.7141221577293786, "iteration": 77139, "loss_box_reg": 0.22497683763504028, "loss_cls": 0.17925752233713865, "loss_mask": 0.22923946753144264, "loss_rpn_cls": 0.02361108106561005, "loss_rpn_loc": 0.06420356209855527, "lr": 1e-05, "mask_rcnn/accuracy": 0.8956680837771496, "mask_rcnn/false_negative": 0.09803559274322549, "mask_rcnn/false_positive": 0.11553814670140225, "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": 1.1721908708568662, "total_loss": 0.7124960385845043} {"data_time": 0.013664844911545515, "eta_seconds": 14946.106211654842, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.23208830758426968, "fast_rcnn/fg_cls_accuracy": 0.7637430823411034, "iteration": 77159, "loss_box_reg": 0.22178293578326702, "loss_cls": 0.17218182235956192, "loss_mask": 0.23161707818508148, "loss_rpn_cls": 0.017949376022443175, "loss_rpn_loc": 0.0722474493086338, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100159957492975, "mask_rcnn/false_negative": 0.07978162971432476, "mask_rcnn/false_positive": 0.09845198518992154, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.179085980169475, "total_loss": 0.7282323240069672} {"data_time": 0.012236253591254354, "eta_seconds": 14920.805219030008, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.27977746150860394, "fast_rcnn/fg_cls_accuracy": 0.7054762218127577, "iteration": 77179, "loss_box_reg": 0.2086755484342575, "loss_cls": 0.15919569320976734, "loss_mask": 0.2200628314167261, "loss_rpn_cls": 0.021357085090130568, "loss_rpn_loc": 0.05159527249634266, "lr": 1e-05, "mask_rcnn/accuracy": 0.8913387450341844, "mask_rcnn/false_negative": 0.09895820054735169, "mask_rcnn/false_positive": 0.116079740467257, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1597568574361503, "total_loss": 0.6788512486964464} {"data_time": 0.01272287080064416, "eta_seconds": 14901.673370599747, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2622642943213522, "fast_rcnn/fg_cls_accuracy": 0.7287409501777835, "iteration": 77199, "loss_box_reg": 0.22855126298964024, "loss_cls": 0.160691243596375, "loss_mask": 0.22859846986830235, "loss_rpn_cls": 0.02139827737119049, "loss_rpn_loc": 0.06326989235822111, "lr": 1e-05, "mask_rcnn/accuracy": 0.891111885963237, "mask_rcnn/false_negative": 0.09029195715867241, "mask_rcnn/false_positive": 0.11390293128942303, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1648350784089416, "total_loss": 0.7102585754473694} {"data_time": 0.011811783304437995, "eta_seconds": 14880.025001345202, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28460406999666393, "fast_rcnn/fg_cls_accuracy": 0.7023125342090859, "iteration": 77219, "loss_box_reg": 0.22662815265357494, "loss_cls": 0.16755340341478586, "loss_mask": 0.221282621845603, "loss_rpn_cls": 0.018976928375195712, "loss_rpn_loc": 0.05797713669016957, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990806009215866, "mask_rcnn/false_negative": 0.08088333236663621, "mask_rcnn/false_positive": 0.1154073227602174, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1589356535114348, "total_loss": 0.6959216492832638} {"data_time": 0.01301345182582736, "eta_seconds": 14862.268241848797, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21210159362549802, "fast_rcnn/fg_cls_accuracy": 0.7772280966767371, "iteration": 77239, "loss_box_reg": 0.23072717664763331, "loss_cls": 0.15659715421497822, "loss_mask": 0.23725858516991138, "loss_rpn_cls": 0.020253967260941863, "loss_rpn_loc": 0.0666912276064977, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011359512795282, "mask_rcnn/false_negative": 0.08042111728705356, "mask_rcnn/false_positive": 0.11535106456886379, "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": 1.155624397099018, "total_loss": 0.7071297265065368} {"data_time": 0.01115748449228704, "eta_seconds": 14838.973150560632, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2813186813186813, "fast_rcnn/fg_cls_accuracy": 0.6919546027742749, "iteration": 77259, "loss_box_reg": 0.21990102715790272, "loss_cls": 0.16828614473342896, "loss_mask": 0.23292795196175575, "loss_rpn_cls": 0.021551858633756638, "loss_rpn_loc": 0.05323976092040539, "lr": 1e-05, "mask_rcnn/accuracy": 0.89322281753701, "mask_rcnn/false_negative": 0.09315200732593712, "mask_rcnn/false_positive": 0.1094134228741165, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1630100696347654, "total_loss": 0.726716793840751} {"data_time": 0.011769547825679183, "eta_seconds": 14819.061907120049, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2640019428533146, "fast_rcnn/fg_cls_accuracy": 0.7162522054662273, "iteration": 77279, "loss_box_reg": 0.22074109502136707, "loss_cls": 0.16278695687651634, "loss_mask": 0.2244392577558756, "loss_rpn_cls": 0.019113018410280347, "loss_rpn_loc": 0.06180426385253668, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039116716060975, "mask_rcnn/false_negative": 0.09290846797067756, "mask_rcnn/false_positive": 0.09750068028622963, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.159968218067661, "total_loss": 0.7038913708529435} {"data_time": 0.01192497368901968, "eta_seconds": 14797.961950441822, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27817085953878407, "fast_rcnn/fg_cls_accuracy": 0.6800314465408805, "iteration": 77299, "loss_box_reg": 0.18866330292075872, "loss_cls": 0.14522935170680285, "loss_mask": 0.22462955117225647, "loss_rpn_cls": 0.020402391004608944, "loss_rpn_loc": 0.05281730066053569, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061456334358562, "mask_rcnn/false_negative": 0.0747107672696826, "mask_rcnn/false_positive": 0.12115180625110336, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1782596078701317, "total_loss": 0.6307516646629665} {"data_time": 0.01165959914214909, "eta_seconds": 14779.439739240333, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2531516499814609, "fast_rcnn/fg_cls_accuracy": 0.7109001910219676, "iteration": 77319, "loss_box_reg": 0.23114901781082153, "loss_cls": 0.17262995056807995, "loss_mask": 0.22492417693138123, "loss_rpn_cls": 0.02062622070661746, "loss_rpn_loc": 0.06421330501325428, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967645027544866, "mask_rcnn/false_negative": 0.09461090688867338, "mask_rcnn/false_positive": 0.1089805575390371, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.177690046839416, "total_loss": 0.7350075966096483} {"data_time": 0.013296182034537196, "eta_seconds": 14759.597124606371, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.27627924060512843, "fast_rcnn/fg_cls_accuracy": 0.6989355922346441, "iteration": 77339, "loss_box_reg": 0.220483073964715, "loss_cls": 0.16698915185406804, "loss_mask": 0.2268227431923151, "loss_rpn_cls": 0.0218513912986964, "loss_rpn_loc": 0.062113279942423105, "lr": 1e-05, "mask_rcnn/accuracy": 0.8925572881494765, "mask_rcnn/false_negative": 0.0928439968487592, "mask_rcnn/false_positive": 0.11885324818733901, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1808246539440006, "total_loss": 0.696480949583929} {"data_time": 0.012463785940781236, "eta_seconds": 14745.53159289062, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.25569341166481796, "fast_rcnn/fg_cls_accuracy": 0.7241275195735466, "iteration": 77359, "loss_box_reg": 0.22408527135849, "loss_cls": 0.1774829300120473, "loss_mask": 0.22533396817743778, "loss_rpn_cls": 0.021511777536943555, "loss_rpn_loc": 0.06852176249958575, "lr": 1e-05, "mask_rcnn/accuracy": 0.907256212440972, "mask_rcnn/false_negative": 0.08022691886767423, "mask_rcnn/false_positive": 0.09487178148337891, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.1817834179382771, "total_loss": 0.7084334112587385} {"data_time": 0.012656709412112832, "eta_seconds": 14722.789556556381, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.21488076226977537, "fast_rcnn/fg_cls_accuracy": 0.7423926438524979, "iteration": 77379, "loss_box_reg": 0.20136624574661255, "loss_cls": 0.15552603639662266, "loss_mask": 0.22719726525247097, "loss_rpn_cls": 0.018543585727456957, "loss_rpn_loc": 0.06061769952066243, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987615645640625, "mask_rcnn/false_negative": 0.09550894955858051, "mask_rcnn/false_positive": 0.10875278103892398, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1683561510872096, "total_loss": 0.6589934547664598} {"data_time": 0.01234331144951284, "eta_seconds": 14701.180839724839, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2585462777479194, "fast_rcnn/fg_cls_accuracy": 0.7312215881613309, "iteration": 77399, "loss_box_reg": 0.21815187763422728, "loss_cls": 0.1593861160799861, "loss_mask": 0.23206764087080956, "loss_rpn_cls": 0.01920036890078336, "loss_rpn_loc": 0.0540266667958349, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028688281319022, "mask_rcnn/false_negative": 0.09551079604365031, "mask_rcnn/false_positive": 0.10585998632342744, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1717013018205762, "total_loss": 0.6828194585104939} {"data_time": 0.0126877601724118, "eta_seconds": 14677.845632042736, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2573050415407855, "fast_rcnn/fg_cls_accuracy": 0.7409273182957393, "iteration": 77419, "loss_box_reg": 0.2124025784432888, "loss_cls": 0.16166590433567762, "loss_mask": 0.21001041308045387, "loss_rpn_cls": 0.02126396377570927, "loss_rpn_loc": 0.060983597766608, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990783080149353, "mask_rcnn/false_negative": 0.09493889077617783, "mask_rcnn/false_positive": 0.10634650684453242, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1638113835360855, "total_loss": 0.6619961901451461} {"data_time": 0.011792828561738133, "eta_seconds": 14654.162016957998, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.299616368286445, "fast_rcnn/fg_cls_accuracy": 0.6902813299232737, "iteration": 77439, "loss_box_reg": 0.21838920190930367, "loss_cls": 0.15852117398753762, "loss_mask": 0.22369138523936272, "loss_rpn_cls": 0.01929343631491065, "loss_rpn_loc": 0.05975305521860719, "lr": 1e-05, "mask_rcnn/accuracy": 0.8942130423598011, "mask_rcnn/false_negative": 0.08504931721165848, "mask_rcnn/false_positive": 0.11631176791413905, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.1680716935079545, "total_loss": 0.6925295871915296} {"data_time": 0.012280764058232307, "eta_seconds": 14631.17521667853, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2133975555932779, "fast_rcnn/fg_cls_accuracy": 0.7531293382357211, "iteration": 77459, "loss_box_reg": 0.2098472397774458, "loss_cls": 0.15102999797090888, "loss_mask": 0.2273570504039526, "loss_rpn_cls": 0.020230455935234204, "loss_rpn_loc": 0.059650493087247014, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996398594935586, "mask_rcnn/false_negative": 0.08516757715057238, "mask_rcnn/false_positive": 0.11029547200259815, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1640975163318217, "total_loss": 0.6949671322654467} {"data_time": 0.012831990607082844, "eta_seconds": 14613.3217760548, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29826614602977397, "fast_rcnn/fg_cls_accuracy": 0.671215039954338, "iteration": 77479, "loss_box_reg": 0.21531164646148682, "loss_cls": 0.1577976355329156, "loss_mask": 0.2268483955413103, "loss_rpn_cls": 0.020921443589031696, "loss_rpn_loc": 0.06884043233003467, "lr": 1e-05, "mask_rcnn/accuracy": 0.8938436380156047, "mask_rcnn/false_negative": 0.09510222566112253, "mask_rcnn/false_positive": 0.12100010107348161, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1739669579546899, "total_loss": 0.7140332398703322} {"data_time": 0.011531457537785172, "eta_seconds": 14589.97781155631, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25186413981467515, "fast_rcnn/fg_cls_accuracy": 0.7181215936853975, "iteration": 77499, "loss_box_reg": 0.2277252497151494, "loss_cls": 0.17527980264276266, "loss_mask": 0.23321699164807796, "loss_rpn_cls": 0.02493164560291916, "loss_rpn_loc": 0.06832149298861623, "lr": 1e-05, "mask_rcnn/accuracy": 0.8927310109938511, "mask_rcnn/false_negative": 0.10068543799623894, "mask_rcnn/false_positive": 0.1090885109293255, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.169945945031941, "total_loss": 0.7144964633043855} {"data_time": 0.011664707912132144, "eta_seconds": 14569.599919617176, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2399199313697455, "fast_rcnn/fg_cls_accuracy": 0.7331499464200886, "iteration": 77519, "loss_box_reg": 0.1990944854915142, "loss_cls": 0.15199610218405724, "loss_mask": 0.21647659316658974, "loss_rpn_cls": 0.01891836870345287, "loss_rpn_loc": 0.06589293642900884, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023659758671339, "mask_rcnn/false_negative": 0.0858557821940778, "mask_rcnn/false_positive": 0.09982871960672121, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1534121360164136, "total_loss": 0.6456512642034795} {"data_time": 0.012239076429978013, "eta_seconds": 14538.181620799005, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.270342442926179, "fast_rcnn/fg_cls_accuracy": 0.677993558165972, "iteration": 77539, "loss_box_reg": 0.21925542876124382, "loss_cls": 0.16813667211681604, "loss_mask": 0.2324026171118021, "loss_rpn_cls": 0.023712404326943215, "loss_rpn_loc": 0.061681956285610795, "lr": 1e-05, "mask_rcnn/accuracy": 0.8931214635802074, "mask_rcnn/false_negative": 0.09265175161512035, "mask_rcnn/false_positive": 0.110324077275886, "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": 1.149484371067956, "total_loss": 0.7201588497264311} {"data_time": 0.012504739919677377, "eta_seconds": 14514.845855757594, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.25456351336840977, "fast_rcnn/fg_cls_accuracy": 0.7246948709688965, "iteration": 77559, "loss_box_reg": 0.22595484741032124, "loss_cls": 0.17154942825436592, "loss_mask": 0.22586559504270554, "loss_rpn_cls": 0.020943280804203823, "loss_rpn_loc": 0.062497305450960994, "lr": 1e-05, "mask_rcnn/accuracy": 0.8947389648867641, "mask_rcnn/false_negative": 0.0933586675386503, "mask_rcnn/false_positive": 0.10771660830620108, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1770220010075718, "total_loss": 0.7133916523889638} {"data_time": 0.012276236666366458, "eta_seconds": 14496.601953562349, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.27236634578778485, "fast_rcnn/fg_cls_accuracy": 0.722787450761019, "iteration": 77579, "loss_box_reg": 0.22521876357495785, "loss_cls": 0.16268236190080643, "loss_mask": 0.2223136257380247, "loss_rpn_cls": 0.022665737167699262, "loss_rpn_loc": 0.05329260532744229, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002382169992486, "mask_rcnn/false_negative": 0.0907391916054735, "mask_rcnn/false_positive": 0.10778123022674017, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1687953961081803, "total_loss": 0.7016090341494419} {"data_time": 0.013015156611800194, "eta_seconds": 14480.122121237218, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2501240694789082, "fast_rcnn/fg_cls_accuracy": 0.732599004768816, "iteration": 77599, "loss_box_reg": 0.21489855274558067, "loss_cls": 0.16265551652759314, "loss_mask": 0.2244757954031229, "loss_rpn_cls": 0.019860217696987092, "loss_rpn_loc": 0.06144118681550026, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034733771955807, "mask_rcnn/false_negative": 0.08421327370007886, "mask_rcnn/false_positive": 0.11753607273190572, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1847627030219883, "total_loss": 0.7007631672313437} {"data_time": 0.012292805360630155, "eta_seconds": 14456.767085557804, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24687054136269415, "fast_rcnn/fg_cls_accuracy": 0.7269506084466715, "iteration": 77619, "loss_box_reg": 0.2041317755356431, "loss_cls": 0.14684001123532653, "loss_mask": 0.22013699263334274, "loss_rpn_cls": 0.019149816158460453, "loss_rpn_loc": 0.057536191772669554, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058140232470941, "mask_rcnn/false_negative": 0.0911451534933814, "mask_rcnn/false_positive": 0.09793432949409808, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.175768377026543, "total_loss": 0.6653489263771917} {"data_time": 0.013358346652239561, "eta_seconds": 14434.096799092367, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2609203964657438, "fast_rcnn/fg_cls_accuracy": 0.7192137647489509, "iteration": 77639, "loss_box_reg": 0.22175158187747002, "loss_cls": 0.16719467332586646, "loss_mask": 0.22094620391726494, "loss_rpn_cls": 0.020096588385058567, "loss_rpn_loc": 0.06162383616901934, "lr": 1e-05, "mask_rcnn/accuracy": 0.8953770252498263, "mask_rcnn/false_negative": 0.09438706154013424, "mask_rcnn/false_positive": 0.10471241921852642, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1839781876187772, "total_loss": 0.6899608281673864} {"data_time": 0.0131489266641438, "eta_seconds": 14415.320927649736, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27009614431559126, "fast_rcnn/fg_cls_accuracy": 0.7074714148555468, "iteration": 77659, "loss_box_reg": 0.22145921923220158, "loss_cls": 0.17946054879575968, "loss_mask": 0.2373806033283472, "loss_rpn_cls": 0.02359487111971248, "loss_rpn_loc": 0.06392136798240244, "lr": 1e-05, "mask_rcnn/accuracy": 0.8879212079096872, "mask_rcnn/false_negative": 0.09747200463550212, "mask_rcnn/false_positive": 0.12682860211627572, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.171316702151671, "total_loss": 0.7282805986469612} {"data_time": 0.011848774971440434, "eta_seconds": 14386.97014350444, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21190308988764045, "fast_rcnn/fg_cls_accuracy": 0.7792783059636992, "iteration": 77679, "loss_box_reg": 0.18630802258849144, "loss_cls": 0.13585612550377846, "loss_mask": 0.22021108493208885, "loss_rpn_cls": 0.01993984979344532, "loss_rpn_loc": 0.06281286999001168, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998138772873807, "mask_rcnn/false_negative": 0.08968063229715448, "mask_rcnn/false_positive": 0.08996276389307532, "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": 1.1629630625247955, "total_loss": 0.6041682105278596} {"data_time": 0.01133894152007997, "eta_seconds": 14363.614672492258, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2538878966891056, "fast_rcnn/fg_cls_accuracy": 0.7254188819634355, "iteration": 77699, "loss_box_reg": 0.22328062914311886, "loss_cls": 0.16603168426081538, "loss_mask": 0.22313623130321503, "loss_rpn_cls": 0.02178362407721579, "loss_rpn_loc": 0.06775558344088495, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992784324871695, "mask_rcnn/false_negative": 0.08957908799307279, "mask_rcnn/false_positive": 0.11132736849661953, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1569234875496477, "total_loss": 0.7049077525734901} {"data_time": 0.011172511614859104, "eta_seconds": 14338.422436872497, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23002490898639585, "fast_rcnn/fg_cls_accuracy": 0.7502674316833609, "iteration": 77719, "loss_box_reg": 0.21168571710586548, "loss_cls": 0.16161970142275095, "loss_mask": 0.23569856211543083, "loss_rpn_cls": 0.020815912808757275, "loss_rpn_loc": 0.06107631465420127, "lr": 1e-05, "mask_rcnn/accuracy": 0.894939519730938, "mask_rcnn/false_negative": 0.08316094820212634, "mask_rcnn/false_positive": 0.11243315936957526, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1759034194983542, "total_loss": 0.6991893358062953} {"data_time": 0.01175462338142097, "eta_seconds": 14321.866659075022, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.264341250651875, "fast_rcnn/fg_cls_accuracy": 0.7209803921568627, "iteration": 77739, "loss_box_reg": 0.23298924416303635, "loss_cls": 0.17374179419130087, "loss_mask": 0.23889741860330105, "loss_rpn_cls": 0.022459667641669512, "loss_rpn_loc": 0.07533947518095374, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040799995769555, "mask_rcnn/false_negative": 0.08190606300644238, "mask_rcnn/false_positive": 0.12158903071654206, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1817664739210159, "total_loss": 0.7411053788964637} {"data_time": 0.012414901982992887, "eta_seconds": 14298.503091931343, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.26170027383619615, "fast_rcnn/fg_cls_accuracy": 0.7056722955815135, "iteration": 77759, "loss_box_reg": 0.22988499701023102, "loss_cls": 0.17348695592954755, "loss_mask": 0.23079192824661732, "loss_rpn_cls": 0.022422035806812346, "loss_rpn_loc": 0.07199999201111495, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042642197554263, "mask_rcnn/false_negative": 0.08587693915324572, "mask_rcnn/false_positive": 0.11860781947748711, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1760523391421884, "total_loss": 0.7272078192327172} {"data_time": 0.012521381955593824, "eta_seconds": 14270.603793277405, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22012433535945375, "fast_rcnn/fg_cls_accuracy": 0.7705142739358961, "iteration": 77779, "loss_box_reg": 0.22675781417638063, "loss_cls": 0.17382902465760708, "loss_mask": 0.2244706153869629, "loss_rpn_cls": 0.024983575334772468, "loss_rpn_loc": 0.06767993164248765, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069172294521674, "mask_rcnn/false_negative": 0.08088015495852095, "mask_rcnn/false_positive": 0.10534767479185345, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.174747765995562, "total_loss": 0.707679569197353} {"data_time": 0.012363441986963153, "eta_seconds": 14248.903507553041, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.24451023580003242, "fast_rcnn/fg_cls_accuracy": 0.7243129043819441, "iteration": 77799, "loss_box_reg": 0.22324302420020103, "loss_cls": 0.1525253625586629, "loss_mask": 0.2253383519127965, "loss_rpn_cls": 0.019858749597915448, "loss_rpn_loc": 0.06139450194314122, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975292256000358, "mask_rcnn/false_negative": 0.09162188082524035, "mask_rcnn/false_positive": 0.10599823100952316, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1787699174601585, "total_loss": 0.6656560065457597} {"data_time": 0.013516027946025133, "eta_seconds": 14235.053348564543, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2578590275160196, "fast_rcnn/fg_cls_accuracy": 0.7324518927112721, "iteration": 77819, "loss_box_reg": 0.22209096886217594, "loss_cls": 0.15939124673604965, "loss_mask": 0.23259321227669716, "loss_rpn_cls": 0.022005646547768265, "loss_rpn_loc": 0.07294767978601158, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032644899626425, "mask_rcnn/false_negative": 0.08392113576283233, "mask_rcnn/false_positive": 0.11015152539628167, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1683196953963488, "total_loss": 0.7116804482648149} {"data_time": 0.013162849936634302, "eta_seconds": 14200.53536221385, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.23163244458065174, "fast_rcnn/fg_cls_accuracy": 0.758051282051282, "iteration": 77839, "loss_box_reg": 0.21602989826351404, "loss_cls": 0.1653479179367423, "loss_mask": 0.22353695705533028, "loss_rpn_cls": 0.019546234601875767, "loss_rpn_loc": 0.057239403715357184, "lr": 1e-05, "mask_rcnn/accuracy": 0.8964268345442477, "mask_rcnn/false_negative": 0.08387544785873624, "mask_rcnn/false_positive": 0.1138415352026549, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1357032244559377, "total_loss": 0.6722839369322173} {"data_time": 0.01076924498192966, "eta_seconds": 14176.770904394798, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2528404693353147, "fast_rcnn/fg_cls_accuracy": 0.7305438953940316, "iteration": 77859, "loss_box_reg": 0.2123440969735384, "loss_cls": 0.16927624680101871, "loss_mask": 0.23065460100769997, "loss_rpn_cls": 0.020016391354147345, "loss_rpn_loc": 0.06044585118070245, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977813642177208, "mask_rcnn/false_negative": 0.08077574953320571, "mask_rcnn/false_positive": 0.11138158191215963, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.1503784444648772, "total_loss": 0.7114170771092176} {"data_time": 0.012291258201003075, "eta_seconds": 14155.468074716628, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3157380254154448, "fast_rcnn/fg_cls_accuracy": 0.6709339561666373, "iteration": 77879, "loss_box_reg": 0.21453606244176626, "loss_cls": 0.16316721308976412, "loss_mask": 0.23296387493610382, "loss_rpn_cls": 0.02020269789500162, "loss_rpn_loc": 0.06261985842138529, "lr": 1e-05, "mask_rcnn/accuracy": 0.8917090652004445, "mask_rcnn/false_negative": 0.10491207280412056, "mask_rcnn/false_positive": 0.11113848076010807, "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": 1.166667538927868, "total_loss": 0.6952372140949592} {"data_time": 0.011911478592082858, "eta_seconds": 14144.450113154016, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2400611620795107, "fast_rcnn/fg_cls_accuracy": 0.7276564586294525, "iteration": 77899, "loss_box_reg": 0.21397597901523113, "loss_cls": 0.15753676556050777, "loss_mask": 0.2190584558993578, "loss_rpn_cls": 0.02175493093818659, "loss_rpn_loc": 0.07122324989177287, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020170885769118, "mask_rcnn/false_negative": 0.07402954383506072, "mask_rcnn/false_positive": 0.11732696797339122, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1766431715805084, "total_loss": 0.7043165956856683} {"data_time": 0.010899147484451532, "eta_seconds": 14121.389104612172, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25426797347603536, "fast_rcnn/fg_cls_accuracy": 0.7319379529043186, "iteration": 77919, "loss_box_reg": 0.2266276367008686, "loss_cls": 0.16451483312994242, "loss_mask": 0.22781777754426003, "loss_rpn_cls": 0.02378044242504984, "loss_rpn_loc": 0.06672544777393341, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013650720028271, "mask_rcnn/false_negative": 0.08694651797819107, "mask_rcnn/false_positive": 0.10272043676365192, "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": 1.1695988485589623, "total_loss": 0.7163786542441812} {"data_time": 0.012660823529586196, "eta_seconds": 14098.496360904537, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2711022346051061, "fast_rcnn/fg_cls_accuracy": 0.7145875758871858, "iteration": 77939, "loss_box_reg": 0.24630943685770035, "loss_cls": 0.1728150611743331, "loss_mask": 0.24459298886358738, "loss_rpn_cls": 0.02446043398231268, "loss_rpn_loc": 0.07478362647816539, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972163464622822, "mask_rcnn/false_negative": 0.09802823307017616, "mask_rcnn/false_positive": 0.1110961927030377, "roi_head/num_bg_samples": 428.375, "roi_head/num_fg_samples": 83.625, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 1.1718055298551917, "total_loss": 0.7636939357034862} {"data_time": 0.012006402015686035, "eta_seconds": 14078.096806919202, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2564784053156146, "fast_rcnn/fg_cls_accuracy": 0.7397674418604652, "iteration": 77959, "loss_box_reg": 0.19474931620061398, "loss_cls": 0.1493000267073512, "loss_mask": 0.21752869710326195, "loss_rpn_cls": 0.01776072510983795, "loss_rpn_loc": 0.05501743662171066, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035129044177195, "mask_rcnn/false_negative": 0.07837840313430154, "mask_rcnn/false_positive": 0.11878170708063696, "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": 1.1590071483515203, "total_loss": 0.6320816982188262} {"data_time": 0.012529530096799135, "eta_seconds": 14058.041182029992, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24065570992883767, "fast_rcnn/fg_cls_accuracy": 0.7249842668344871, "iteration": 77979, "loss_box_reg": 0.20088465884327888, "loss_cls": 0.1554042985662818, "loss_mask": 0.23167993314564228, "loss_rpn_cls": 0.021333126933313906, "loss_rpn_loc": 0.05217130423989147, "lr": 1e-05, "mask_rcnn/accuracy": 0.9132805415525025, "mask_rcnn/false_negative": 0.07831630811116266, "mask_rcnn/false_positive": 0.10191247055417611, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.178589028539136, "total_loss": 0.6646754292305559} {"data_time": 0.012407709611579776, "eta_seconds": 14035.675831139088, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2327797223706137, "fast_rcnn/fg_cls_accuracy": 0.742685313350198, "iteration": 77999, "loss_box_reg": 0.21145042218267918, "loss_cls": 0.15219779685139656, "loss_mask": 0.23170023411512375, "loss_rpn_cls": 0.020018066046759486, "loss_rpn_loc": 0.06352349789813161, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001392514674817, "mask_rcnn/false_negative": 0.07471293725040423, "mask_rcnn/false_positive": 0.10918230409471849, "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": 1.1683668573386967, "total_loss": 0.6854920706828125} {"data_time": 0.012344406452029943, "eta_seconds": 14013.033117316663, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.24516217440003812, "fast_rcnn/fg_cls_accuracy": 0.7447930004268033, "iteration": 78019, "loss_box_reg": 0.23218153417110443, "loss_cls": 0.16638437239453197, "loss_mask": 0.2277606837451458, "loss_rpn_cls": 0.02094246869091876, "loss_rpn_loc": 0.07155308569781482, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043413462950471, "mask_rcnn/false_negative": 0.08980760971256832, "mask_rcnn/false_positive": 0.10790738134415609, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1699311011470854, "total_loss": 0.7176358086289838} {"data_time": 0.012689510360360146, "eta_seconds": 13992.577862739563, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.26013898382319434, "fast_rcnn/fg_cls_accuracy": 0.7061612264836294, "iteration": 78039, "loss_box_reg": 0.23614385351538658, "loss_cls": 0.18237064592540264, "loss_mask": 0.2234946060925722, "loss_rpn_cls": 0.022378272959031165, "loss_rpn_loc": 0.061308349249884486, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972372203894089, "mask_rcnn/false_negative": 0.09747455339419688, "mask_rcnn/false_positive": 0.11276694729345343, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.170095762470737, "total_loss": 0.7234688668977469} {"data_time": 0.011105494573712349, "eta_seconds": 13969.969826401211, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24279763970843457, "fast_rcnn/fg_cls_accuracy": 0.7425607171497308, "iteration": 78059, "loss_box_reg": 0.20962077379226685, "loss_cls": 0.1581854596734047, "loss_mask": 0.2297864742577076, "loss_rpn_cls": 0.023502191761508584, "loss_rpn_loc": 0.08279080153442919, "lr": 1e-05, "mask_rcnn/accuracy": 0.903805978371415, "mask_rcnn/false_negative": 0.08136064667373108, "mask_rcnn/false_positive": 0.09561085050607233, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1673251057509333, "total_loss": 0.6893861422431655} {"data_time": 0.012120260624215007, "eta_seconds": 13949.945744592696, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24642857142857144, "fast_rcnn/fg_cls_accuracy": 0.7386627906976744, "iteration": 78079, "loss_box_reg": 0.24519729800522327, "loss_cls": 0.1747487336397171, "loss_mask": 0.23062904179096222, "loss_rpn_cls": 0.01879652834031731, "loss_rpn_loc": 0.05646201176568866, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064118244703634, "mask_rcnn/false_negative": 0.07858361910205339, "mask_rcnn/false_positive": 0.10257657608338781, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.1790162294637412, "total_loss": 0.7253736904967809} {"data_time": 0.01214431063272059, "eta_seconds": 13927.703665778972, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.21442652329749104, "fast_rcnn/fg_cls_accuracy": 0.7645825236429589, "iteration": 78099, "loss_box_reg": 0.20871030259877443, "loss_cls": 0.16036113537847996, "loss_mask": 0.21744205988943577, "loss_rpn_cls": 0.020964119117707014, "loss_rpn_loc": 0.07014906848780811, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072137654403867, "mask_rcnn/false_negative": 0.0798054131335672, "mask_rcnn/false_positive": 0.09579289023773638, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.155697917100042, "total_loss": 0.6857416693819687} {"data_time": 0.011587014887481928, "eta_seconds": 13904.278981732205, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26516961059815336, "fast_rcnn/fg_cls_accuracy": 0.7016846175089754, "iteration": 78119, "loss_box_reg": 0.21417158655822277, "loss_cls": 0.16110525280237198, "loss_mask": 0.22004759684205055, "loss_rpn_cls": 0.02021405310370028, "loss_rpn_loc": 0.06409703620010987, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064839414770778, "mask_rcnn/false_negative": 0.08172787811990265, "mask_rcnn/false_positive": 0.115650905542791, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.171185804065317, "total_loss": 0.6630453622201458} {"data_time": 0.013409285806119442, "eta_seconds": 13876.368688535877, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2647432306255836, "fast_rcnn/fg_cls_accuracy": 0.727689594356261, "iteration": 78139, "loss_box_reg": 0.20540135353803635, "loss_cls": 0.15724435728043318, "loss_mask": 0.22458918392658234, "loss_rpn_cls": 0.017437305534258485, "loss_rpn_loc": 0.05867243593093008, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079002480902016, "mask_rcnn/false_negative": 0.09448357144629602, "mask_rcnn/false_positive": 0.10239498666025262, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.152424510102719, "total_loss": 0.674601675971644} {"data_time": 0.011934388661757112, "eta_seconds": 13847.624931409955, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.24714276384535006, "fast_rcnn/fg_cls_accuracy": 0.7071251306165098, "iteration": 78159, "loss_box_reg": 0.20348143763840199, "loss_cls": 0.16018159873783588, "loss_mask": 0.2252933531999588, "loss_rpn_cls": 0.020499105972703546, "loss_rpn_loc": 0.04836336197331548, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023063133026687, "mask_rcnn/false_negative": 0.08321223100480832, "mask_rcnn/false_positive": 0.11780205558129023, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1602699090726674, "total_loss": 0.6774692555190995} {"data_time": 0.0125641159247607, "eta_seconds": 13829.56811960321, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.26036036036036037, "fast_rcnn/fg_cls_accuracy": 0.7201118326118325, "iteration": 78179, "loss_box_reg": 0.2312418296933174, "loss_cls": 0.16459127608686686, "loss_mask": 0.2273554652929306, "loss_rpn_cls": 0.023131053720135242, "loss_rpn_loc": 0.06740673934109509, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037408375583161, "mask_rcnn/false_negative": 0.0886234050958794, "mask_rcnn/false_positive": 0.10573366762706898, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1799354646354914, "total_loss": 0.7317567870486528} {"data_time": 0.012953514931723475, "eta_seconds": 13807.524817995727, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.20805081493232352, "fast_rcnn/fg_cls_accuracy": 0.7584530386740331, "iteration": 78199, "loss_box_reg": 0.2057840321213007, "loss_cls": 0.15930084371939301, "loss_mask": 0.2205693293362856, "loss_rpn_cls": 0.018864887591917068, "loss_rpn_loc": 0.06463211448863149, "lr": 1e-05, "mask_rcnn/accuracy": 0.909983572376319, "mask_rcnn/false_negative": 0.08240762500339582, "mask_rcnn/false_positive": 0.10106231879270734, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.1795761524699628, "total_loss": 0.6532960428739898} {"data_time": 0.012415003031492233, "eta_seconds": 13784.122233558446, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2553322784810127, "fast_rcnn/fg_cls_accuracy": 0.7217020592020592, "iteration": 78219, "loss_box_reg": 0.20585527271032333, "loss_cls": 0.16147030424326658, "loss_mask": 0.22184845060110092, "loss_rpn_cls": 0.018619732873048633, "loss_rpn_loc": 0.055466616177000105, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052930649500198, "mask_rcnn/false_negative": 0.09478649931376443, "mask_rcnn/false_positive": 0.10492523967360107, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.16548186307773, "total_loss": 0.6582522122189403} {"data_time": 0.01101663545705378, "eta_seconds": 13763.831719290465, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.26750537044654693, "fast_rcnn/fg_cls_accuracy": 0.705984555984556, "iteration": 78239, "loss_box_reg": 0.20065195299685, "loss_cls": 0.15670212730765343, "loss_mask": 0.22857080213725567, "loss_rpn_cls": 0.01861874433234334, "loss_rpn_loc": 0.06620331876911223, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056200928315266, "mask_rcnn/false_negative": 0.08504631535950499, "mask_rcnn/false_positive": 0.11101414256811132, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1738706715404987, "total_loss": 0.6865052741486579} {"data_time": 0.012459202436730266, "eta_seconds": 13740.163772585802, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24358113777479445, "fast_rcnn/fg_cls_accuracy": 0.7505273083699346, "iteration": 78259, "loss_box_reg": 0.2079722760245204, "loss_cls": 0.15154361538589, "loss_mask": 0.2218170464038849, "loss_rpn_cls": 0.020740518695674837, "loss_rpn_loc": 0.05872595263645053, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095844996758236, "mask_rcnn/false_negative": 0.08500615810336495, "mask_rcnn/false_positive": 0.10494891336302614, "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": 1.149962269468233, "total_loss": 0.6655912577698473} {"data_time": 0.012286465615034103, "eta_seconds": 13717.181315273046, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25115495033713553, "fast_rcnn/fg_cls_accuracy": 0.735031176446298, "iteration": 78279, "loss_box_reg": 0.20610086154192686, "loss_cls": 0.15559547115117311, "loss_mask": 0.23136352561414242, "loss_rpn_cls": 0.024262769613415003, "loss_rpn_loc": 0.05626258999109268, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077811434534898, "mask_rcnn/false_negative": 0.08068866616550152, "mask_rcnn/false_positive": 0.10640071002224613, "roi_head/num_bg_samples": 420.125, "roi_head/num_fg_samples": 91.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1729954576585442, "total_loss": 0.6803196982946247} {"data_time": 0.01243943558074534, "eta_seconds": 13690.037297154777, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.18450309194741998, "fast_rcnn/fg_cls_accuracy": 0.8086709694860271, "iteration": 78299, "loss_box_reg": 0.21683711931109428, "loss_cls": 0.16943567711859941, "loss_mask": 0.23326348513364792, "loss_rpn_cls": 0.02033062162809074, "loss_rpn_loc": 0.060533635318279266, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077633360703796, "mask_rcnn/false_negative": 0.08902344055026189, "mask_rcnn/false_positive": 0.11770417495171723, "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": 1.1619601594284177, "total_loss": 0.6667854012921453} {"data_time": 0.012894541025161743, "eta_seconds": 13665.454260446131, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2589285714285714, "fast_rcnn/fg_cls_accuracy": 0.7280446554640103, "iteration": 78319, "loss_box_reg": 0.20986218098551035, "loss_cls": 0.14454584382474422, "loss_mask": 0.21953471563756466, "loss_rpn_cls": 0.017523297123261727, "loss_rpn_loc": 0.054586493177339435, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078425779722512, "mask_rcnn/false_negative": 0.08318918257252224, "mask_rcnn/false_positive": 0.10509448885214297, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1759944329969585, "total_loss": 0.6642747375881299} {"data_time": 0.011707813944667578, "eta_seconds": 13639.42943986971, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24536259129248533, "fast_rcnn/fg_cls_accuracy": 0.7320490880960195, "iteration": 78339, "loss_box_reg": 0.1913633905351162, "loss_cls": 0.1493804669007659, "loss_mask": 0.21471074596047401, "loss_rpn_cls": 0.0228593876818195, "loss_rpn_loc": 0.0661343748215586, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017433215976449, "mask_rcnn/false_negative": 0.08119481272131956, "mask_rcnn/false_positive": 0.0973958359214397, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1699458751827478, "total_loss": 0.6461428134934977} {"data_time": 0.01376052969135344, "eta_seconds": 13612.77211622335, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2267156862745098, "fast_rcnn/fg_cls_accuracy": 0.735603495129395, "iteration": 78359, "loss_box_reg": 0.1968698613345623, "loss_cls": 0.14663473889231682, "loss_mask": 0.21199213527143002, "loss_rpn_cls": 0.01925451392889954, "loss_rpn_loc": 0.05107933096587658, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990001899330717, "mask_rcnn/false_negative": 0.09192961550429081, "mask_rcnn/false_positive": 0.11917797225668605, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.147302966332063, "total_loss": 0.6178389006527141} {"data_time": 0.012470654910430312, "eta_seconds": 13589.38247341197, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.254444420443254, "fast_rcnn/fg_cls_accuracy": 0.7171591013577712, "iteration": 78379, "loss_box_reg": 0.22578494250774384, "loss_cls": 0.157357438467443, "loss_mask": 0.22511003352701664, "loss_rpn_cls": 0.021680288795323577, "loss_rpn_loc": 0.0613670302554965, "lr": 1e-05, "mask_rcnn/accuracy": 0.904649131505404, "mask_rcnn/false_negative": 0.09317029671464815, "mask_rcnn/false_positive": 0.10230519038749343, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1635726583190262, "total_loss": 0.7028132793493569} {"data_time": 0.012501670513302088, "eta_seconds": 13562.96839993447, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24638805970149252, "fast_rcnn/fg_cls_accuracy": 0.7377310347083648, "iteration": 78399, "loss_box_reg": 0.23358816467225552, "loss_cls": 0.17182602640241385, "loss_mask": 0.2381774727255106, "loss_rpn_cls": 0.024397978733759373, "loss_rpn_loc": 0.07742561027407646, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048538497255771, "mask_rcnn/false_negative": 0.08987875159261632, "mask_rcnn/false_positive": 0.11690869599456132, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1501428955234587, "total_loss": 0.7422098506067414} {"data_time": 0.012620554538443685, "eta_seconds": 13537.802147939801, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23409090909090907, "fast_rcnn/fg_cls_accuracy": 0.7407780013413816, "iteration": 78419, "loss_box_reg": 0.20088312402367592, "loss_cls": 0.14619660936295986, "loss_mask": 0.23249460011720657, "loss_rpn_cls": 0.01801434683147818, "loss_rpn_loc": 0.059293488739058375, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040995729512469, "mask_rcnn/false_negative": 0.08881030557239611, "mask_rcnn/false_positive": 0.105996435296036, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1630332216154784, "total_loss": 0.6431974142324179} {"data_time": 0.012032084167003632, "eta_seconds": 13511.755961282179, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26075010413662725, "fast_rcnn/fg_cls_accuracy": 0.7192401058287647, "iteration": 78439, "loss_box_reg": 0.20896572805941105, "loss_cls": 0.15955831576138735, "loss_mask": 0.21841512992978096, "loss_rpn_cls": 0.02081191766774282, "loss_rpn_loc": 0.057551388861611485, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038982200770984, "mask_rcnn/false_negative": 0.09069203809414375, "mask_rcnn/false_positive": 0.092636275567624, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.1519722377415746, "total_loss": 0.6652451303089038} {"data_time": 0.012486874591559172, "eta_seconds": 13482.581537142396, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.23729541403338195, "fast_rcnn/fg_cls_accuracy": 0.7290817724988579, "iteration": 78459, "loss_box_reg": 0.22277342528104782, "loss_cls": 0.16699962597340345, "loss_mask": 0.22297491319477558, "loss_rpn_cls": 0.019680959288962185, "loss_rpn_loc": 0.05696361418813467, "lr": 1e-05, "mask_rcnn/accuracy": 0.9014697978749022, "mask_rcnn/false_negative": 0.08731589349391791, "mask_rcnn/false_positive": 0.10810042403563408, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1581890676170588, "total_loss": 0.6991980567981955} {"data_time": 0.01297475560568273, "eta_seconds": 13449.968489706516, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2884373314152131, "fast_rcnn/fg_cls_accuracy": 0.7067433914763532, "iteration": 78479, "loss_box_reg": 0.21575255505740643, "loss_cls": 0.15434549935162067, "loss_mask": 0.22457308694720268, "loss_rpn_cls": 0.0259249247610569, "loss_rpn_loc": 0.06229890161193907, "lr": 1e-05, "mask_rcnn/accuracy": 0.8941368502996538, "mask_rcnn/false_negative": 0.09915059136408713, "mask_rcnn/false_positive": 0.11684672583812819, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1585490957368165, "total_loss": 0.679354480933398} {"data_time": 0.012438134988769889, "eta_seconds": 13432.97350523062, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2294689603590127, "fast_rcnn/fg_cls_accuracy": 0.7314935064935065, "iteration": 78499, "loss_box_reg": 0.23153137601912022, "loss_cls": 0.16975068300962448, "loss_mask": 0.2317819781601429, "loss_rpn_cls": 0.02114317286759615, "loss_rpn_loc": 0.06409836211241782, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046262760154566, "mask_rcnn/false_negative": 0.08091199013242428, "mask_rcnn/false_positive": 0.10257698371523506, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1812697304412723, "total_loss": 0.728125604451634} {"data_time": 0.012000801973044872, "eta_seconds": 13402.639093082398, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26835818706026393, "fast_rcnn/fg_cls_accuracy": 0.708131845887407, "iteration": 78519, "loss_box_reg": 0.22188070230185986, "loss_cls": 0.16009088000282645, "loss_mask": 0.2365920338779688, "loss_rpn_cls": 0.021545530122239143, "loss_rpn_loc": 0.06839865632355213, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002616585116882, "mask_rcnn/false_negative": 0.0962226397231618, "mask_rcnn/false_positive": 0.10787790764530544, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1330944458022714, "total_loss": 0.7243928363895975} {"data_time": 0.012242834316566586, "eta_seconds": 13376.44500721246, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23123086443879878, "fast_rcnn/fg_cls_accuracy": 0.7325667108948842, "iteration": 78539, "loss_box_reg": 0.19245975464582443, "loss_cls": 0.14444527542218566, "loss_mask": 0.23007959872484207, "loss_rpn_cls": 0.020212893839925528, "loss_rpn_loc": 0.0582310757599771, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069985962904592, "mask_rcnn/false_negative": 0.07934844386143691, "mask_rcnn/false_positive": 0.1125424486430065, "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": 1.1541039259172976, "total_loss": 0.6613118925597519} {"data_time": 0.011740780668333173, "eta_seconds": 13349.686717372388, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22930090206185566, "fast_rcnn/fg_cls_accuracy": 0.7444009953785994, "iteration": 78559, "loss_box_reg": 0.20197174698114395, "loss_cls": 0.15481512364931405, "loss_mask": 0.21780880726873875, "loss_rpn_cls": 0.01854153018211946, "loss_rpn_loc": 0.05101062939502299, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994944039586896, "mask_rcnn/false_negative": 0.09198644570314692, "mask_rcnn/false_positive": 0.10166267695641412, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1555944420397282, "total_loss": 0.6415439798147418} {"data_time": 0.013222497422248125, "eta_seconds": 13322.519958135672, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.25858877964141125, "fast_rcnn/fg_cls_accuracy": 0.7181292885518238, "iteration": 78579, "loss_box_reg": 0.2048942707479, "loss_cls": 0.14850546466186643, "loss_mask": 0.2269602995365858, "loss_rpn_cls": 0.021498752903426066, "loss_rpn_loc": 0.056211407063528895, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026398515353047, "mask_rcnn/false_negative": 0.08430060401181072, "mask_rcnn/false_positive": 0.10652822543760056, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1645576595328748, "total_loss": 0.6838130010874011} {"data_time": 0.012198098003864288, "eta_seconds": 13295.859383186325, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.22339524275008144, "fast_rcnn/fg_cls_accuracy": 0.7379027699265122, "iteration": 78599, "loss_box_reg": 0.22223419975489378, "loss_cls": 0.16073999740183353, "loss_mask": 0.23290248773992062, "loss_rpn_cls": 0.02011125476565212, "loss_rpn_loc": 0.07853918056935072, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996884067485827, "mask_rcnn/false_negative": 0.09289406628092212, "mask_rcnn/false_positive": 0.11355294318167919, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.1618275081273168, "total_loss": 0.7233792735496536} {"data_time": 0.01073831575922668, "eta_seconds": 13259.498994727619, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27312873898911866, "fast_rcnn/fg_cls_accuracy": 0.7053215017801273, "iteration": 78619, "loss_box_reg": 0.19166892860084772, "loss_cls": 0.15512536093592644, "loss_mask": 0.21363326720893383, "loss_rpn_cls": 0.019747606304008514, "loss_rpn_loc": 0.05865501193329692, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064478850980953, "mask_rcnn/false_negative": 0.08013997990077085, "mask_rcnn/false_positive": 0.09124565009623603, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1499555492773652, "total_loss": 0.6315843835764099} {"data_time": 0.011808567913249135, "eta_seconds": 13233.690974973142, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.23566495659037096, "fast_rcnn/fg_cls_accuracy": 0.7172699849170437, "iteration": 78639, "loss_box_reg": 0.21420750673860312, "loss_cls": 0.16577420104295015, "loss_mask": 0.23352689668536186, "loss_rpn_cls": 0.021778959431685507, "loss_rpn_loc": 0.06359452405013144, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975358587104004, "mask_rcnn/false_negative": 0.09584415290463211, "mask_rcnn/false_positive": 0.10904488705005028, "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": 1.171918291831389, "total_loss": 0.7165487948805094} {"data_time": 0.012634304817765951, "eta_seconds": 13209.392682434991, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.21522422165095687, "fast_rcnn/fg_cls_accuracy": 0.7753422997697808, "iteration": 78659, "loss_box_reg": 0.2040352877229452, "loss_cls": 0.1517022429034114, "loss_mask": 0.21895183809101582, "loss_rpn_cls": 0.019515212159603834, "loss_rpn_loc": 0.06257811572868377, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031587290602369, "mask_rcnn/false_negative": 0.09053422917147154, "mask_rcnn/false_positive": 0.09763567609880078, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1631658689584583, "total_loss": 0.6786261527449824} {"data_time": 0.0127518055960536, "eta_seconds": 13192.48169024475, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2956766917293233, "fast_rcnn/fg_cls_accuracy": 0.67639911634757, "iteration": 78679, "loss_box_reg": 0.23907520063221455, "loss_cls": 0.18003179598599672, "loss_mask": 0.2253854926675558, "loss_rpn_cls": 0.024687437573447824, "loss_rpn_loc": 0.06618758849799633, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007820782533793, "mask_rcnn/false_negative": 0.08144841689283021, "mask_rcnn/false_positive": 0.11273528157120195, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1736739778425545, "total_loss": 0.7444539023563266} {"data_time": 0.013050142908468843, "eta_seconds": 13175.329666119069, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2692366509494074, "fast_rcnn/fg_cls_accuracy": 0.714484941974135, "iteration": 78699, "loss_box_reg": 0.21714750677347183, "loss_cls": 0.15185793256387115, "loss_mask": 0.22127788793295622, "loss_rpn_cls": 0.019683724793139845, "loss_rpn_loc": 0.058529663598164916, "lr": 1e-05, "mask_rcnn/accuracy": 0.8960882886037234, "mask_rcnn/false_negative": 0.09377532385286155, "mask_rcnn/false_positive": 0.12285935591349817, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.1717199988197535, "total_loss": 0.6667958269244991} {"data_time": 0.012769790366292, "eta_seconds": 13146.870004534721, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.30274635186096077, "fast_rcnn/fg_cls_accuracy": 0.6766027217576651, "iteration": 78719, "loss_box_reg": 0.2248718161135912, "loss_cls": 0.17823470383882523, "loss_mask": 0.23252283968031406, "loss_rpn_cls": 0.02554158994462341, "loss_rpn_loc": 0.06708763935603201, "lr": 1e-05, "mask_rcnn/accuracy": 0.8930666983392548, "mask_rcnn/false_negative": 0.09551987917629806, "mask_rcnn/false_positive": 0.1117754013837165, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 205.375, "rpn/num_pos_anchors": 50.625, "time": 1.1640805122442544, "total_loss": 0.7311307109775953} {"data_time": 0.01290357206016779, "eta_seconds": 13117.197216390632, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2560974578778733, "fast_rcnn/fg_cls_accuracy": 0.7277302612439634, "iteration": 78739, "loss_box_reg": 0.2246376182883978, "loss_cls": 0.17690635193139315, "loss_mask": 0.21887774951756, "loss_rpn_cls": 0.022480458952486515, "loss_rpn_loc": 0.07379189785569906, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971940829641515, "mask_rcnn/false_negative": 0.08277104116433068, "mask_rcnn/false_positive": 0.10918590923499377, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1552910739555955, "total_loss": 0.7210245199967176} {"data_time": 0.012283394578844309, "eta_seconds": 13092.121806237847, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2436672728041612, "fast_rcnn/fg_cls_accuracy": 0.7384922118380062, "iteration": 78759, "loss_box_reg": 0.21021135337650776, "loss_cls": 0.1567475525662303, "loss_mask": 0.22405212931334972, "loss_rpn_cls": 0.021647556801326573, "loss_rpn_loc": 0.05230693961493671, "lr": 1e-05, "mask_rcnn/accuracy": 0.8940531504572632, "mask_rcnn/false_negative": 0.08647415518683499, "mask_rcnn/false_positive": 0.11862566929951714, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 1.1531401195097715, "total_loss": 0.6791710054967552} {"data_time": 0.010944752488285303, "eta_seconds": 13068.826215835288, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.23483357576794728, "fast_rcnn/fg_cls_accuracy": 0.7455573086424879, "iteration": 78779, "loss_box_reg": 0.21015902515500784, "loss_cls": 0.1566813006065786, "loss_mask": 0.22961674816906452, "loss_rpn_cls": 0.019966618245234713, "loss_rpn_loc": 0.06791505822911859, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019131744671556, "mask_rcnn/false_negative": 0.08658278645062142, "mask_rcnn/false_positive": 0.10278689366763652, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1681346539407969, "total_loss": 0.690958394727204} {"data_time": 0.012494504917412996, "eta_seconds": 13041.987750306726, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21297335203366058, "fast_rcnn/fg_cls_accuracy": 0.7837651997683845, "iteration": 78799, "loss_box_reg": 0.21455954760313034, "loss_cls": 0.15109866671264172, "loss_mask": 0.21981041878461838, "loss_rpn_cls": 0.020490616065217182, "loss_rpn_loc": 0.05532943201251328, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038186212700183, "mask_rcnn/false_negative": 0.09591142357040357, "mask_rcnn/false_positive": 0.10015795638405744, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1637386709917337, "total_loss": 0.6684147494961508} {"data_time": 0.010839983122423291, "eta_seconds": 13013.544110604562, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2688347075268056, "fast_rcnn/fg_cls_accuracy": 0.7235974316511229, "iteration": 78819, "loss_box_reg": 0.19203850720077753, "loss_cls": 0.14192333351820707, "loss_mask": 0.2146702017635107, "loss_rpn_cls": 0.016617497894912958, "loss_rpn_loc": 0.05469415942206979, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086609075448362, "mask_rcnn/false_negative": 0.07718044141913206, "mask_rcnn/false_positive": 0.10242402033237208, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1501513347029686, "total_loss": 0.6427184133499395} {"data_time": 0.011506339069455862, "eta_seconds": 12994.769995305687, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.25674019607843135, "fast_rcnn/fg_cls_accuracy": 0.7116368286445013, "iteration": 78839, "loss_box_reg": 0.22971311956644058, "loss_cls": 0.1750213373452425, "loss_mask": 0.23261046409606934, "loss_rpn_cls": 0.02189126267330721, "loss_rpn_loc": 0.06058181659318507, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998957094132833, "mask_rcnn/false_negative": 0.08713420556489185, "mask_rcnn/false_positive": 0.12046975796840952, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1662786251399666, "total_loss": 0.7342641131253913} {"data_time": 0.012013675644993782, "eta_seconds": 12976.42279385589, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.28092177626329073, "fast_rcnn/fg_cls_accuracy": 0.6965586486592905, "iteration": 78859, "loss_box_reg": 0.21680615190416574, "loss_cls": 0.1712116035632789, "loss_mask": 0.22861308977007866, "loss_rpn_cls": 0.022872059722431004, "loss_rpn_loc": 0.06639574049040675, "lr": 1e-05, "mask_rcnn/accuracy": 0.895649987400208, "mask_rcnn/false_negative": 0.09748541684087286, "mask_rcnn/false_positive": 0.10957648578319404, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1658412155229598, "total_loss": 0.7396159014897421} {"data_time": 0.013192233862355351, "eta_seconds": 12953.12580499798, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.25730240549828176, "fast_rcnn/fg_cls_accuracy": 0.7280483469605403, "iteration": 78879, "loss_box_reg": 0.23363283649086952, "loss_cls": 0.17006405256688595, "loss_mask": 0.2321639023721218, "loss_rpn_cls": 0.02132812945637852, "loss_rpn_loc": 0.061373052187263966, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041335284113645, "mask_rcnn/false_negative": 0.07925181621980126, "mask_rcnn/false_positive": 0.11173547259009378, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1624658324290067, "total_loss": 0.7292981836944818} {"data_time": 0.01176770543679595, "eta_seconds": 12929.052673419937, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.24915524973889538, "fast_rcnn/fg_cls_accuracy": 0.711348256116606, "iteration": 78899, "loss_box_reg": 0.20713214203715324, "loss_cls": 0.15312320459634066, "loss_mask": 0.21944419294595718, "loss_rpn_cls": 0.018997750215930864, "loss_rpn_loc": 0.06502179196104407, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031447818025572, "mask_rcnn/false_negative": 0.0884149857309615, "mask_rcnn/false_positive": 0.10393358889626891, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1626238694880158, "total_loss": 0.6882450900739059} {"data_time": 0.01233011414296925, "eta_seconds": 12901.617522221059, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.21641633913531722, "fast_rcnn/fg_cls_accuracy": 0.7544513344937627, "iteration": 78919, "loss_box_reg": 0.20391592383384705, "loss_cls": 0.1434628926217556, "loss_mask": 0.2101646475493908, "loss_rpn_cls": 0.017000743304379284, "loss_rpn_loc": 0.04447224806062877, "lr": 1e-05, "mask_rcnn/accuracy": 0.915179335233272, "mask_rcnn/false_negative": 0.07552991438946993, "mask_rcnn/false_positive": 0.10120191482064378, "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": 1.151649419683963, "total_loss": 0.6385795862879604} {"data_time": 0.013026957400143147, "eta_seconds": 12878.962903427891, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2392131378362644, "fast_rcnn/fg_cls_accuracy": 0.734263820470717, "iteration": 78939, "loss_box_reg": 0.21818147040903568, "loss_cls": 0.1613368960097432, "loss_mask": 0.2315271832048893, "loss_rpn_cls": 0.024855973373632878, "loss_rpn_loc": 0.05827528622467071, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031933152735667, "mask_rcnn/false_negative": 0.08536211295779522, "mask_rcnn/false_positive": 0.11048251842833462, "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": 1.1774914825800806, "total_loss": 0.6826740354299545} {"data_time": 0.013131424551829696, "eta_seconds": 12856.625048071146, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24190756447983383, "fast_rcnn/fg_cls_accuracy": 0.7033676144383948, "iteration": 78959, "loss_box_reg": 0.20659088715910912, "loss_cls": 0.16308844718150795, "loss_mask": 0.23557481169700623, "loss_rpn_cls": 0.020738393010105938, "loss_rpn_loc": 0.061283438466489315, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049663399674868, "mask_rcnn/false_negative": 0.08744917908158928, "mask_rcnn/false_positive": 0.1086882564680321, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1634624821599573, "total_loss": 0.705852720187977} {"data_time": 0.01205034600570798, "eta_seconds": 12830.394895239733, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.26494661514895174, "fast_rcnn/fg_cls_accuracy": 0.7158223974977902, "iteration": 78979, "loss_box_reg": 0.21094331797212362, "loss_cls": 0.1515358411706984, "loss_mask": 0.2375833671540022, "loss_rpn_cls": 0.021314752171747386, "loss_rpn_loc": 0.05247664812486619, "lr": 1e-05, "mask_rcnn/accuracy": 0.8949716743420982, "mask_rcnn/false_negative": 0.08551147454852076, "mask_rcnn/false_positive": 0.12249951924841532, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1612888318486512, "total_loss": 0.691766764735803} {"data_time": 0.012346498435363173, "eta_seconds": 12803.172651445493, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2674405730671715, "fast_rcnn/fg_cls_accuracy": 0.7263814616755793, "iteration": 78999, "loss_box_reg": 0.21569672599434853, "loss_cls": 0.16321974713355303, "loss_mask": 0.22400415688753128, "loss_rpn_cls": 0.02004536346066743, "loss_rpn_loc": 0.06215616036206484, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032442586234195, "mask_rcnn/false_negative": 0.08939466395014745, "mask_rcnn/false_positive": 0.10927419932162197, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.1696750677656382, "total_loss": 0.6999274836853147} {"data_time": 0.01246143993921578, "eta_seconds": 12780.857455451041, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.26078410005364805, "fast_rcnn/fg_cls_accuracy": 0.7240115631551363, "iteration": 79019, "loss_box_reg": 0.2215415220707655, "loss_cls": 0.16322433948516846, "loss_mask": 0.22496225871145725, "loss_rpn_cls": 0.017498583532869816, "loss_rpn_loc": 0.05640372633934021, "lr": 1e-05, "mask_rcnn/accuracy": 0.8991156946130655, "mask_rcnn/false_negative": 0.08840525410193355, "mask_rcnn/false_positive": 0.1098185903050091, "roi_head/num_bg_samples": 427.875, "roi_head/num_fg_samples": 84.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1670288490131497, "total_loss": 0.6809116959339008} {"data_time": 0.012597851688042283, "eta_seconds": 12759.21149769798, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24348968105065666, "fast_rcnn/fg_cls_accuracy": 0.7254462610560172, "iteration": 79039, "loss_box_reg": 0.21732999198138714, "loss_cls": 0.1619495414197445, "loss_mask": 0.22407976351678371, "loss_rpn_cls": 0.02247227667248808, "loss_rpn_loc": 0.05085271457210183, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047346786815993, "mask_rcnn/false_negative": 0.08159387718443636, "mask_rcnn/false_positive": 0.10304483652655969, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.179849641630426, "total_loss": 0.6786628651898354} {"data_time": 0.012998685240745544, "eta_seconds": 12733.33716425579, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.24607707524578704, "fast_rcnn/fg_cls_accuracy": 0.7117115027829313, "iteration": 79059, "loss_box_reg": 0.21757953241467476, "loss_cls": 0.1595325917005539, "loss_mask": 0.22865180298686028, "loss_rpn_cls": 0.022782636078773066, "loss_rpn_loc": 0.06726800580509007, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024200663388766, "mask_rcnn/false_negative": 0.09113621513177739, "mask_rcnn/false_positive": 0.09370422334440898, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.1623462210409343, "total_loss": 0.687462521600537} {"data_time": 0.012472275644540787, "eta_seconds": 12710.05866852589, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2291773231031543, "fast_rcnn/fg_cls_accuracy": 0.7398089443002426, "iteration": 79079, "loss_box_reg": 0.2249678112566471, "loss_cls": 0.16128224786370993, "loss_mask": 0.23097764141857624, "loss_rpn_cls": 0.019431183856795542, "loss_rpn_loc": 0.05955843487754464, "lr": 1e-05, "mask_rcnn/accuracy": 0.906786684297845, "mask_rcnn/false_negative": 0.09330461894718023, "mask_rcnn/false_positive": 0.10255960636886396, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.168180193984881, "total_loss": 0.6947026053676382} {"data_time": 0.012646751943975687, "eta_seconds": 12687.73645395413, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.27626038932633423, "fast_rcnn/fg_cls_accuracy": 0.7161520783373301, "iteration": 79099, "loss_box_reg": 0.21973722707480192, "loss_cls": 0.17149668466299772, "loss_mask": 0.22616448439657688, "loss_rpn_cls": 0.023218947637360543, "loss_rpn_loc": 0.07298210170120001, "lr": 1e-05, "mask_rcnn/accuracy": 0.896674888067472, "mask_rcnn/false_negative": 0.09055266069428622, "mask_rcnn/false_positive": 0.10627308377851642, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1711750908289105, "total_loss": 0.6995614974293858} {"data_time": 0.01364322192966938, "eta_seconds": 12662.175507694483, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.27525681260825574, "fast_rcnn/fg_cls_accuracy": 0.7234604105571847, "iteration": 79119, "loss_box_reg": 0.18969340110197663, "loss_cls": 0.1464532553218305, "loss_mask": 0.21708115376532078, "loss_rpn_cls": 0.018823134421836585, "loss_rpn_loc": 0.06856428948231041, "lr": 1e-05, "mask_rcnn/accuracy": 0.892593838897341, "mask_rcnn/false_negative": 0.0973111468485981, "mask_rcnn/false_positive": 0.10810596998056221, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.155215036123991, "total_loss": 0.6335202192713041} {"data_time": 0.012833243003115058, "eta_seconds": 12641.175953205675, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2464746772591857, "fast_rcnn/fg_cls_accuracy": 0.7313653885169406, "iteration": 79139, "loss_box_reg": 0.20584806520491838, "loss_cls": 0.16107538621872663, "loss_mask": 0.2316733505576849, "loss_rpn_cls": 0.0179172478383407, "loss_rpn_loc": 0.05716782226227224, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977359693877551, "mask_rcnn/false_negative": 0.09517184075719419, "mask_rcnn/false_positive": 0.10593615116168553, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.173478431534022, "total_loss": 0.6683779594022781} {"data_time": 0.012292841216549277, "eta_seconds": 12623.267146712169, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23295993787926722, "fast_rcnn/fg_cls_accuracy": 0.7380521702120694, "iteration": 79159, "loss_box_reg": 0.2117390213534236, "loss_cls": 0.1544985673390329, "loss_mask": 0.22583516500890255, "loss_rpn_cls": 0.017678171599982306, "loss_rpn_loc": 0.05707486858591437, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029482155114275, "mask_rcnn/false_negative": 0.08877489371150335, "mask_rcnn/false_positive": 0.11086869990386869, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.168733719503507, "total_loss": 0.678253244725056} {"data_time": 0.013053970411419868, "eta_seconds": 12594.61545245722, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2570611031002163, "fast_rcnn/fg_cls_accuracy": 0.7126607071112897, "iteration": 79179, "loss_box_reg": 0.2331095989793539, "loss_cls": 0.16621569078415632, "loss_mask": 0.22144301421940327, "loss_rpn_cls": 0.020577491726726294, "loss_rpn_loc": 0.06026017386466265, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977253868381737, "mask_rcnn/false_negative": 0.08564246732526137, "mask_rcnn/false_positive": 0.1172575600639747, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.169541914248839, "total_loss": 0.6931438327301294} {"data_time": 0.012260687071830034, "eta_seconds": 12571.335202082992, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2285012285012285, "fast_rcnn/fg_cls_accuracy": 0.7378302925448255, "iteration": 79199, "loss_box_reg": 0.2180751794949174, "loss_cls": 0.16775688622146845, "loss_mask": 0.22098319604992867, "loss_rpn_cls": 0.02191882993793115, "loss_rpn_loc": 0.06483604677487165, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042564209762584, "mask_rcnn/false_negative": 0.08027275231907782, "mask_rcnn/false_positive": 0.11142394835840207, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1769202526193112, "total_loss": 0.680623433785513} {"data_time": 0.013372136745601892, "eta_seconds": 12554.325666474178, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.23804366850441935, "fast_rcnn/fg_cls_accuracy": 0.7432983682983683, "iteration": 79219, "loss_box_reg": 0.21581477671861649, "loss_cls": 0.1568499132990837, "loss_mask": 0.22107855789363384, "loss_rpn_cls": 0.020914707623887807, "loss_rpn_loc": 0.06466687563806772, "lr": 1e-05, "mask_rcnn/accuracy": 0.901921576448137, "mask_rcnn/false_negative": 0.08649549439727233, "mask_rcnn/false_positive": 0.11312452392470282, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1739098594989628, "total_loss": 0.6784233850776218} {"data_time": 0.012540786992758512, "eta_seconds": 12524.969560280442, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.25149330162287004, "fast_rcnn/fg_cls_accuracy": 0.7191860465116279, "iteration": 79239, "loss_box_reg": 0.20830798335373402, "loss_cls": 0.15471919253468513, "loss_mask": 0.22637653909623623, "loss_rpn_cls": 0.019159947260050103, "loss_rpn_loc": 0.06391765200532973, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000984080584816, "mask_rcnn/false_negative": 0.08283821539466592, "mask_rcnn/false_positive": 0.11050076032237005, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1655815704725683, "total_loss": 0.6643581089447252} {"data_time": 0.012104686116799712, "eta_seconds": 12503.095938437618, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24185888738127545, "fast_rcnn/fg_cls_accuracy": 0.7288149416850176, "iteration": 79259, "loss_box_reg": 0.21618494857102633, "loss_cls": 0.15759607404470444, "loss_mask": 0.22277291864156723, "loss_rpn_cls": 0.019454179040621966, "loss_rpn_loc": 0.05678308883216232, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012582228128871, "mask_rcnn/false_negative": 0.09055886989074499, "mask_rcnn/false_positive": 0.11227856554910409, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.162125624716282, "total_loss": 0.6663910438874154} {"data_time": 0.01078079896979034, "eta_seconds": 12478.093312010169, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.21917077175697863, "fast_rcnn/fg_cls_accuracy": 0.7433918186788608, "iteration": 79279, "loss_box_reg": 0.23338545113801956, "loss_cls": 0.16976784821599722, "loss_mask": 0.2289931494742632, "loss_rpn_cls": 0.02288271556608379, "loss_rpn_loc": 0.060258627869188786, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053653449285058, "mask_rcnn/false_negative": 0.08757628671650688, "mask_rcnn/false_positive": 0.09615739025362666, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1646544530522078, "total_loss": 0.7110501608112827} {"data_time": 0.012187773594632745, "eta_seconds": 12456.529473117553, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2554998725898242, "fast_rcnn/fg_cls_accuracy": 0.7018668152688772, "iteration": 79299, "loss_box_reg": 0.21346900425851345, "loss_cls": 0.1515449695289135, "loss_mask": 0.22607841342687607, "loss_rpn_cls": 0.01958879770245403, "loss_rpn_loc": 0.06223980896174908, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038943681019318, "mask_rcnn/false_negative": 0.08845599243364702, "mask_rcnn/false_positive": 0.11313793995110871, "roi_head/num_bg_samples": 420.875, "roi_head/num_fg_samples": 91.125, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1712202029302716, "total_loss": 0.6695226690499112} {"data_time": 0.011650922009721398, "eta_seconds": 12430.43287826702, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.24010704252639736, "fast_rcnn/fg_cls_accuracy": 0.7328940095162741, "iteration": 79319, "loss_box_reg": 0.20258455909788609, "loss_cls": 0.15165780298411846, "loss_mask": 0.22507657296955585, "loss_rpn_cls": 0.0199315885984106, "loss_rpn_loc": 0.05907164607197046, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999323110549742, "mask_rcnn/false_negative": 0.09045253189890637, "mask_rcnn/false_positive": 0.10535677148815935, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.141756837721914, "total_loss": 0.6499404098722152} {"data_time": 0.011570772621780634, "eta_seconds": 12406.719079324976, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2079827495159303, "fast_rcnn/fg_cls_accuracy": 0.7731016731016731, "iteration": 79339, "loss_box_reg": 0.20207197591662407, "loss_cls": 0.1412083050236106, "loss_mask": 0.221475251019001, "loss_rpn_cls": 0.019492786610499024, "loss_rpn_loc": 0.058656788198277354, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058307348505987, "mask_rcnn/false_negative": 0.07654181941217483, "mask_rcnn/false_positive": 0.09855061175138059, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.169902078807354, "total_loss": 0.648485726735089} {"data_time": 0.011973253451287746, "eta_seconds": 12382.86281267181, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.23673282657657657, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 79359, "loss_box_reg": 0.21534112468361855, "loss_cls": 0.1578474473208189, "loss_mask": 0.21420034393668175, "loss_rpn_cls": 0.024156400264473632, "loss_rpn_loc": 0.06097071664407849, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102491163128883, "mask_rcnn/false_negative": 0.07793445114597368, "mask_rcnn/false_positive": 0.10059890613818352, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.1351905334740877, "total_loss": 0.6789398995460942} {"data_time": 0.011750932550057769, "eta_seconds": 12358.66077519022, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3156383169679362, "fast_rcnn/fg_cls_accuracy": 0.6627923938525657, "iteration": 79379, "loss_box_reg": 0.21902615576982498, "loss_cls": 0.16565588675439358, "loss_mask": 0.24064216390252113, "loss_rpn_cls": 0.022009621025063097, "loss_rpn_loc": 0.07226852513849735, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999009377518166, "mask_rcnn/false_negative": 0.08679034615492781, "mask_rcnn/false_positive": 0.11556307032942142, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.15916782268323, "total_loss": 0.7382767325034365} {"data_time": 0.013045134022831917, "eta_seconds": 12333.842388447374, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2586060648900827, "fast_rcnn/fg_cls_accuracy": 0.7280867493633452, "iteration": 79399, "loss_box_reg": 0.20675036683678627, "loss_cls": 0.1524625546298921, "loss_mask": 0.2257012166082859, "loss_rpn_cls": 0.019241386675275862, "loss_rpn_loc": 0.05187697982182726, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057167928880003, "mask_rcnn/false_negative": 0.08843724244078939, "mask_rcnn/false_positive": 0.09883660468283718, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1529408702626824, "total_loss": 0.672357983305119} {"data_time": 0.012951148906722665, "eta_seconds": 12307.20116677694, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2528538812785388, "fast_rcnn/fg_cls_accuracy": 0.7240590853905302, "iteration": 79419, "loss_box_reg": 0.2090834118425846, "loss_cls": 0.1532208863645792, "loss_mask": 0.21936808340251446, "loss_rpn_cls": 0.01966685222578235, "loss_rpn_loc": 0.05642167874611914, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054956027380492, "mask_rcnn/false_negative": 0.07946246109582775, "mask_rcnn/false_positive": 0.11043686403487843, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.1600487134419382, "total_loss": 0.6625153853965458} {"data_time": 0.012207910185679793, "eta_seconds": 12289.980310723186, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.25638400935894856, "fast_rcnn/fg_cls_accuracy": 0.7287855787476281, "iteration": 79439, "loss_box_reg": 0.2197570437565446, "loss_cls": 0.16340203396975994, "loss_mask": 0.22451099380850792, "loss_rpn_cls": 0.022747832554159686, "loss_rpn_loc": 0.06465208483859897, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026998583429362, "mask_rcnn/false_negative": 0.08594251852735171, "mask_rcnn/false_positive": 0.10842289763514742, "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": 1.170783135574311, "total_loss": 0.6932471051986795} {"data_time": 0.011729752412065864, "eta_seconds": 12268.57308848761, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24701305220883535, "fast_rcnn/fg_cls_accuracy": 0.729193316541165, "iteration": 79459, "loss_box_reg": 0.23216019850224257, "loss_cls": 0.17661035666242242, "loss_mask": 0.23447579331696033, "loss_rpn_cls": 0.025420520920306444, "loss_rpn_loc": 0.07230814034119248, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073863969034636, "mask_rcnn/false_negative": 0.07804317975068634, "mask_rcnn/false_positive": 0.1067547648198631, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1740982909686863, "total_loss": 0.7367710625403561} {"data_time": 0.012872762512415648, "eta_seconds": 12248.310712501407, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.31903764937802626, "fast_rcnn/fg_cls_accuracy": 0.6656683183842438, "iteration": 79479, "loss_box_reg": 0.21500538755208254, "loss_cls": 0.15941783040761948, "loss_mask": 0.23822683095932007, "loss_rpn_cls": 0.022474255820270628, "loss_rpn_loc": 0.050297061912715435, "lr": 1e-05, "mask_rcnn/accuracy": 0.8859368936907667, "mask_rcnn/false_negative": 0.09703949057096731, "mask_rcnn/false_positive": 0.12469356228462188, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1680872347205877, "total_loss": 0.6724694158183411} {"data_time": 0.012407965492457151, "eta_seconds": 12221.714086015709, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.24894532257470248, "fast_rcnn/fg_cls_accuracy": 0.7459895762826587, "iteration": 79499, "loss_box_reg": 0.19788120035082102, "loss_cls": 0.14909863285720348, "loss_mask": 0.23064094223082066, "loss_rpn_cls": 0.018810057023074478, "loss_rpn_loc": 0.05545177706517279, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124750894933018, "mask_rcnn/false_negative": 0.08331102050100087, "mask_rcnn/false_positive": 0.10284940855541186, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1685892441309988, "total_loss": 0.6711510188179091} {"data_time": 0.012460233876481652, "eta_seconds": 12204.546578992158, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.27820008144427855, "fast_rcnn/fg_cls_accuracy": 0.6824846274439724, "iteration": 79519, "loss_box_reg": 0.21094226278364658, "loss_cls": 0.1586097553372383, "loss_mask": 0.22772123478353024, "loss_rpn_cls": 0.01915968384128064, "loss_rpn_loc": 0.06544418772682548, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009401670757281, "mask_rcnn/false_negative": 0.08370912080068979, "mask_rcnn/false_positive": 0.11415099310698812, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1582798983436078, "total_loss": 0.6691561977204401} {"data_time": 0.012770295608788729, "eta_seconds": 12184.676490109414, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2612128404554772, "fast_rcnn/fg_cls_accuracy": 0.7359619785249076, "iteration": 79539, "loss_box_reg": 0.21519076451659203, "loss_cls": 0.15619274927303195, "loss_mask": 0.22691579163074493, "loss_rpn_cls": 0.02003689727280289, "loss_rpn_loc": 0.05895659711677581, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003444613463916, "mask_rcnn/false_negative": 0.10349023162916302, "mask_rcnn/false_positive": 0.10814171216655946, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1606606161221862, "total_loss": 0.6863840407895623} {"data_time": 0.011469639837741852, "eta_seconds": 12163.597478885204, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2337600342919492, "fast_rcnn/fg_cls_accuracy": 0.7580782871404177, "iteration": 79559, "loss_box_reg": 0.20651726052165031, "loss_cls": 0.15731635969132185, "loss_mask": 0.22116283234208822, "loss_rpn_cls": 0.019938062032451853, "loss_rpn_loc": 0.06162343313917518, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080783414891431, "mask_rcnn/false_negative": 0.07956193755731203, "mask_rcnn/false_positive": 0.1006365426279282, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.163580101216212, "total_loss": 0.6716286079754354} {"data_time": 0.012581031071022153, "eta_seconds": 12140.62237760052, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2521406518532038, "fast_rcnn/fg_cls_accuracy": 0.7205692803437165, "iteration": 79579, "loss_box_reg": 0.2049748720601201, "loss_cls": 0.15668437350541353, "loss_mask": 0.2172569539397955, "loss_rpn_cls": 0.01948012347565964, "loss_rpn_loc": 0.051491387537680566, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005137161629704, "mask_rcnn/false_negative": 0.08554197489905642, "mask_rcnn/false_positive": 0.12058246204176876, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1703896233811975, "total_loss": 0.661531197372824} {"data_time": 0.011982641415670514, "eta_seconds": 12121.024982072413, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.2916825831966384, "fast_rcnn/fg_cls_accuracy": 0.6859226347780127, "iteration": 79599, "loss_box_reg": 0.24097991175949574, "loss_cls": 0.17641725670546293, "loss_mask": 0.2296594949439168, "loss_rpn_cls": 0.020696678780950606, "loss_rpn_loc": 0.06083104119170457, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022417284707758, "mask_rcnn/false_negative": 0.09279667422524565, "mask_rcnn/false_positive": 0.10987440816460535, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.176770413061604, "total_loss": 0.7330735806608573} {"data_time": 0.01262000622227788, "eta_seconds": 12101.466357777826, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2280105882779544, "fast_rcnn/fg_cls_accuracy": 0.7688192572626535, "iteration": 79619, "loss_box_reg": 0.201458977535367, "loss_cls": 0.13721217587590218, "loss_mask": 0.21804275549948215, "loss_rpn_cls": 0.020156634273007512, "loss_rpn_loc": 0.06514115212485194, "lr": 1e-05, "mask_rcnn/accuracy": 0.900434020146917, "mask_rcnn/false_negative": 0.08218616401451481, "mask_rcnn/false_positive": 0.10685382270021196, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.174635105067864, "total_loss": 0.6339951787376776} {"data_time": 0.010994567535817623, "eta_seconds": 12076.509950058535, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2608072560647917, "fast_rcnn/fg_cls_accuracy": 0.7309099308901313, "iteration": 79639, "loss_box_reg": 0.20153234153985977, "loss_cls": 0.1403728136792779, "loss_mask": 0.22770676482468843, "loss_rpn_cls": 0.01656188946799375, "loss_rpn_loc": 0.0525010924320668, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997468910759769, "mask_rcnn/false_negative": 0.09005708787178285, "mask_rcnn/false_positive": 0.10329045856580135, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1520209431182593, "total_loss": 0.6357485283224378} {"data_time": 0.01355297351256013, "eta_seconds": 12054.1191298794, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24275164735287436, "fast_rcnn/fg_cls_accuracy": 0.7412863972186006, "iteration": 79659, "loss_box_reg": 0.21159499138593674, "loss_cls": 0.1509937196969986, "loss_mask": 0.21474432945251465, "loss_rpn_cls": 0.018040608149021864, "loss_rpn_loc": 0.05521619482897222, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025279292751583, "mask_rcnn/false_negative": 0.08823340797029772, "mask_rcnn/false_positive": 0.10064600593459042, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.1660479847341776, "total_loss": 0.6654374987119809} {"data_time": 0.012632434256374836, "eta_seconds": 12028.049921672791, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.26175224368598404, "fast_rcnn/fg_cls_accuracy": 0.7332000398221279, "iteration": 79679, "loss_box_reg": 0.21884164586663246, "loss_cls": 0.16290405672043562, "loss_mask": 0.21442929934710264, "loss_rpn_cls": 0.023146629420807585, "loss_rpn_loc": 0.06809166469611228, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073270024522184, "mask_rcnn/false_negative": 0.07569437801331036, "mask_rcnn/false_positive": 0.11601786033925515, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.157109273597598, "total_loss": 0.6883030041644815} {"data_time": 0.011156373424455523, "eta_seconds": 12003.670095652342, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.28893361178757504, "fast_rcnn/fg_cls_accuracy": 0.6994919989839979, "iteration": 79699, "loss_box_reg": 0.22293508797883987, "loss_cls": 0.17001063097268343, "loss_mask": 0.23502926155924797, "loss_rpn_cls": 0.022080383962020278, "loss_rpn_loc": 0.06195952603593469, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012271699540759, "mask_rcnn/false_negative": 0.08342613914171401, "mask_rcnn/false_positive": 0.12005879902137963, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1652230739127845, "total_loss": 0.735584070906043} {"data_time": 0.012992296367883682, "eta_seconds": 11978.413697360083, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.25457431088895777, "fast_rcnn/fg_cls_accuracy": 0.7401900870168013, "iteration": 79719, "loss_box_reg": 0.20511557534337044, "loss_cls": 0.15518019162118435, "loss_mask": 0.21291443146765232, "loss_rpn_cls": 0.01664556935429573, "loss_rpn_loc": 0.05214660684578121, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070883963316152, "mask_rcnn/false_negative": 0.09579675145286132, "mask_rcnn/false_positive": 0.09365642606735222, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.148375865072012, "total_loss": 0.6504441562501597} {"data_time": 0.011588661232963204, "eta_seconds": 11954.202072378248, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.21546104964590587, "fast_rcnn/fg_cls_accuracy": 0.7379760041731873, "iteration": 79739, "loss_box_reg": 0.20782577618956566, "loss_cls": 0.15540779661387205, "loss_mask": 0.22486560232937336, "loss_rpn_cls": 0.021025450434535742, "loss_rpn_loc": 0.06502844160422683, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057666136732027, "mask_rcnn/false_negative": 0.08458024113015433, "mask_rcnn/false_positive": 0.10588497580557096, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.1397697336506099, "total_loss": 0.6961079078027979} {"data_time": 0.012764226412400603, "eta_seconds": 11931.805083751678, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2594456214689266, "fast_rcnn/fg_cls_accuracy": 0.7145714632076615, "iteration": 79759, "loss_box_reg": 0.23178274743258953, "loss_cls": 0.16388365160673857, "loss_mask": 0.23659137822687626, "loss_rpn_cls": 0.02106254966929555, "loss_rpn_loc": 0.06256268662400544, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033258942009168, "mask_rcnn/false_negative": 0.09221274279074622, "mask_rcnn/false_positive": 0.11455356143864096, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1641454093623906, "total_loss": 0.7145216714125127} {"data_time": 0.010923015419393778, "eta_seconds": 11907.59699607268, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.23196184625333444, "fast_rcnn/fg_cls_accuracy": 0.7464865843174517, "iteration": 79779, "loss_box_reg": 0.20398186706006527, "loss_cls": 0.15396073833107948, "loss_mask": 0.21645568124949932, "loss_rpn_cls": 0.018625951724970946, "loss_rpn_loc": 0.06055866554379463, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001194874501525, "mask_rcnn/false_negative": 0.08760079314114713, "mask_rcnn/false_positive": 0.09759750021340122, "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": 1.153412920422852, "total_loss": 0.6556519290897995} {"data_time": 0.012551472522318363, "eta_seconds": 11883.974548336118, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7214708755647821, "iteration": 79799, "loss_box_reg": 0.21903737541288137, "loss_cls": 0.1596819283440709, "loss_mask": 0.22352960519492626, "loss_rpn_cls": 0.023557452019304037, "loss_rpn_loc": 0.06226945191156119, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037056123008997, "mask_rcnn/false_negative": 0.07925822607744105, "mask_rcnn/false_positive": 0.11725035455562416, "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": 1.1615911624394357, "total_loss": 0.6796139276120812} {"data_time": 0.011807923438027501, "eta_seconds": 11862.658250317909, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2787678424472885, "fast_rcnn/fg_cls_accuracy": 0.711839155481143, "iteration": 79819, "loss_box_reg": 0.21965158358216286, "loss_cls": 0.16417180001735687, "loss_mask": 0.21975285932421684, "loss_rpn_cls": 0.02119404956465587, "loss_rpn_loc": 0.058677515015006065, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025041427221263, "mask_rcnn/false_negative": 0.08929963253377599, "mask_rcnn/false_positive": 0.1107331384732891, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1705495126079768, "total_loss": 0.6887050127843395} {"data_time": 0.012654984835535288, "eta_seconds": 11841.56852753833, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2972109489681375, "fast_rcnn/fg_cls_accuracy": 0.6936275725266551, "iteration": 79839, "loss_box_reg": 0.21008790470659733, "loss_cls": 0.15654592216014862, "loss_mask": 0.232890997081995, "loss_rpn_cls": 0.018702935543842614, "loss_rpn_loc": 0.056497107492759824, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975328558504795, "mask_rcnn/false_negative": 0.10034353137718437, "mask_rcnn/false_positive": 0.11617754734088281, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1724187582731247, "total_loss": 0.6500089942128398} {"data_time": 0.013196586165577173, "eta_seconds": 11821.399964033626, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2178030303030303, "fast_rcnn/fg_cls_accuracy": 0.73746686418213, "iteration": 79859, "loss_box_reg": 0.217639428563416, "loss_cls": 0.1680374420247972, "loss_mask": 0.22867894358932972, "loss_rpn_cls": 0.0203993545146659, "loss_rpn_loc": 0.05967366509139538, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039162048067958, "mask_rcnn/false_negative": 0.08315049627356859, "mask_rcnn/false_positive": 0.10672188463069338, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1815379220061004, "total_loss": 0.6990712534461636} {"data_time": 0.01226799632422626, "eta_seconds": 11798.083593295887, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23493965806235334, "fast_rcnn/fg_cls_accuracy": 0.7455878450106157, "iteration": 79879, "loss_box_reg": 0.19548366405069828, "loss_cls": 0.15641184989362955, "loss_mask": 0.2216832973062992, "loss_rpn_cls": 0.018733976874500513, "loss_rpn_loc": 0.05945400963537395, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066650464871581, "mask_rcnn/false_negative": 0.08108796339296007, "mask_rcnn/false_positive": 0.09870306444427149, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1531300789210945, "total_loss": 0.6555160498828627} {"data_time": 0.013558197999373078, "eta_seconds": 11771.90372729674, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.281893139222933, "fast_rcnn/fg_cls_accuracy": 0.6836488634008153, "iteration": 79899, "loss_box_reg": 0.20846964046359062, "loss_cls": 0.1609637215733528, "loss_mask": 0.21653177961707115, "loss_rpn_cls": 0.018861674121581018, "loss_rpn_loc": 0.05656497413292527, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978849245177523, "mask_rcnn/false_negative": 0.09091148623576326, "mask_rcnn/false_positive": 0.11171295869693959, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1542813647538424, "total_loss": 0.673520474229008} {"data_time": 0.01173944748006761, "eta_seconds": 11751.45085182041, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.266411310841849, "fast_rcnn/fg_cls_accuracy": 0.7232613078937074, "iteration": 79919, "loss_box_reg": 0.21420775074511766, "loss_cls": 0.15271359123289585, "loss_mask": 0.23210978507995605, "loss_rpn_cls": 0.017803150694817305, "loss_rpn_loc": 0.06312304921448231, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990009691580405, "mask_rcnn/false_negative": 0.10144546405662747, "mask_rcnn/false_positive": 0.11131617803097721, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.1646964370738715, "total_loss": 0.668423775525298} {"data_time": 0.011638125404715538, "eta_seconds": 11728.309868387878, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2263859031984887, "fast_rcnn/fg_cls_accuracy": 0.74894161732315, "iteration": 79939, "loss_box_reg": 0.22692967765033245, "loss_cls": 0.1586517607793212, "loss_mask": 0.22983833402395248, "loss_rpn_cls": 0.019692732752446318, "loss_rpn_loc": 0.07083071349188685, "lr": 1e-05, "mask_rcnn/accuracy": 0.9140250599345283, "mask_rcnn/false_negative": 0.08386167770004524, "mask_rcnn/false_positive": 0.0831274796785545, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1787468120455742, "total_loss": 0.6903513519500848} {"data_time": 0.01341950404457748, "eta_seconds": 11705.7923741173, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25217892847987694, "fast_rcnn/fg_cls_accuracy": 0.7291382682391987, "iteration": 79959, "loss_box_reg": 0.21749068424105644, "loss_cls": 0.16087378468364477, "loss_mask": 0.22958977706730366, "loss_rpn_cls": 0.021390713984146714, "loss_rpn_loc": 0.06391740147955716, "lr": 1e-05, "mask_rcnn/accuracy": 0.912522151117753, "mask_rcnn/false_negative": 0.08106514928118755, "mask_rcnn/false_positive": 0.1057559240207797, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1760961515828967, "total_loss": 0.7115955230547115} {"data_time": 0.012841448886319995, "eta_seconds": 11688.164364793338, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27448209171718674, "fast_rcnn/fg_cls_accuracy": 0.7255179082828133, "iteration": 79979, "loss_box_reg": 0.20897834934294224, "loss_cls": 0.15280321892350912, "loss_mask": 0.23302691243588924, "loss_rpn_cls": 0.021184560260735452, "loss_rpn_loc": 0.06749148014932871, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965871251261206, "mask_rcnn/false_negative": 0.0897573788791336, "mask_rcnn/false_positive": 0.11119212330123049, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.1750744860619307, "total_loss": 0.6903927525272593} {"bbox/AP": 43.943187175633, "bbox/AP-airplane": 64.7859065158808, "bbox/AP-apple": 22.51975142488461, "bbox/AP-backpack": 17.52481487018404, "bbox/AP-banana": 27.822410510614187, "bbox/AP-baseball bat": 34.00720481092637, "bbox/AP-baseball glove": 41.029999700689764, "bbox/AP-bear": 77.71420912338415, "bbox/AP-bed": 48.78101205402569, "bbox/AP-bench": 26.834182507849054, "bbox/AP-bicycle": 33.717063639735194, "bbox/AP-bird": 39.11226193933971, "bbox/AP-boat": 28.246497781185663, "bbox/AP-book": 17.97288461463819, "bbox/AP-bottle": 41.03021813477567, "bbox/AP-bowl": 43.57282835937204, "bbox/AP-broccoli": 26.175999323811087, "bbox/AP-bus": 66.09253107368393, "bbox/AP-cake": 41.3486992060492, "bbox/AP-car": 45.788842935700444, "bbox/AP-carrot": 23.229663780441527, "bbox/AP-cat": 70.02890842666879, "bbox/AP-cell phone": 38.50479826083265, "bbox/AP-chair": 30.56645269335727, "bbox/AP-clock": 53.88949861934932, "bbox/AP-couch": 43.894594943729864, "bbox/AP-cow": 60.82240689378885, "bbox/AP-cup": 44.17258858256213, "bbox/AP-dining table": 28.813828540453184, "bbox/AP-dog": 66.53208555870556, "bbox/AP-donut": 51.57692704498443, "bbox/AP-elephant": 65.90942048341935, "bbox/AP-fire hydrant": 70.99927253225344, "bbox/AP-fork": 36.306595091374014, "bbox/AP-frisbee": 68.10004937055126, "bbox/AP-giraffe": 66.78543126895954, "bbox/AP-hair drier": 2.8490432601211606, "bbox/AP-handbag": 16.52844868190984, "bbox/AP-horse": 59.29026376104844, "bbox/AP-hot dog": 34.212769818012404, "bbox/AP-keyboard": 50.80237730831717, "bbox/AP-kite": 45.217596883566706, "bbox/AP-knife": 22.321562989647287, "bbox/AP-laptop": 60.39076771265381, "bbox/AP-microwave": 54.72918938639625, "bbox/AP-motorcycle": 44.36862764461884, "bbox/AP-mouse": 64.72836422133345, "bbox/AP-orange": 33.94422699590221, "bbox/AP-oven": 37.104102703299766, "bbox/AP-parking meter": 48.941033944673755, "bbox/AP-person": 55.52536542648144, "bbox/AP-pizza": 54.14987752465813, "bbox/AP-potted plant": 30.35585175411623, "bbox/AP-refrigerator": 56.08345786660832, "bbox/AP-remote": 36.98464306821672, "bbox/AP-sandwich": 37.00709930807153, "bbox/AP-scissors": 27.552465094343354, "bbox/AP-sheep": 56.35211184244688, "bbox/AP-sink": 39.90654992779222, "bbox/AP-skateboard": 53.137171931360115, "bbox/AP-skis": 26.286589090096708, "bbox/AP-snowboard": 40.31612320579966, "bbox/AP-spoon": 16.596282263396642, "bbox/AP-sports ball": 51.72345922068763, "bbox/AP-stop sign": 68.79669032549245, "bbox/AP-suitcase": 41.470537858007226, "bbox/AP-surfboard": 41.82597631797969, "bbox/AP-teddy bear": 48.69179651496839, "bbox/AP-tennis racket": 48.620565598061766, "bbox/AP-tie": 34.99882546412633, "bbox/AP-toaster": 46.50211543710762, "bbox/AP-toilet": 60.6072612920145, "bbox/AP-toothbrush": 29.863130207827748, "bbox/AP-traffic light": 30.22492225985387, "bbox/AP-train": 64.53885518485976, "bbox/AP-truck": 37.21106577813225, "bbox/AP-tv": 57.20965421798777, "bbox/AP-umbrella": 40.60978920806789, "bbox/AP-vase": 39.90180614431343, "bbox/AP-wine glass": 36.57806614892576, "bbox/AP-zebra": 66.18865263917549, "bbox/AP50": 66.49289945254546, "bbox/AP75": 47.93502908635245, "bbox/APl": 56.557682536144824, "bbox/APm": 46.86551380416792, "bbox/APs": 28.047910678291576, "data_time": 0.012824534438550472, "eta_seconds": 11667.8122500889, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.22308022308022307, "fast_rcnn/fg_cls_accuracy": 0.7563042425596902, "iteration": 79999, "loss_box_reg": 0.24412520602345467, "loss_cls": 0.17122837156057358, "loss_mask": 0.2277082297950983, "loss_rpn_cls": 0.024429212091490626, "loss_rpn_loc": 0.0763562471838668, "lr": 1e-05, "mask_rcnn/accuracy": 0.8928849676381114, "mask_rcnn/false_negative": 0.09187372768473182, "mask_rcnn/false_positive": 0.11159503695686171, "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, "segm/AP": 40.300118320414015, "segm/AP-airplane": 52.43800345789591, "segm/AP-apple": 22.531233911900483, "segm/AP-backpack": 17.96016332712959, "segm/AP-banana": 23.89434258007545, "segm/AP-baseball bat": 27.329906652468217, "segm/AP-baseball glove": 44.004111152542954, "segm/AP-bear": 77.14045651191273, "segm/AP-bed": 38.016087068501264, "segm/AP-bench": 20.117554915003673, "segm/AP-bicycle": 20.437364934400357, "segm/AP-bird": 33.58371594776003, "segm/AP-boat": 26.29343769658769, "segm/AP-book": 12.39422793457591, "segm/AP-bottle": 39.84887810543593, "segm/AP-bowl": 41.34392314472217, "segm/AP-broccoli": 24.512562198534273, "segm/AP-bus": 65.06671321624442, "segm/AP-cake": 42.53901079753592, "segm/AP-car": 42.93885729325435, "segm/AP-carrot": 20.426903137996394, "segm/AP-cat": 70.83361930311585, "segm/AP-cell phone": 36.68996228957923, "segm/AP-chair": 21.085574056602333, "segm/AP-clock": 54.08731544218768, "segm/AP-couch": 38.38852455139779, "segm/AP-cow": 54.24465906924085, "segm/AP-cup": 44.627685502115376, "segm/AP-dining table": 17.400659740998606, "segm/AP-dog": 63.82650270924376, "segm/AP-donut": 52.213991456548214, "segm/AP-elephant": 60.2878260739387, "segm/AP-fire hydrant": 67.39786316615329, "segm/AP-fork": 18.236966726363477, "segm/AP-frisbee": 66.4945627907569, "segm/AP-giraffe": 52.75780807948177, "segm/AP-hair drier": 1.3783592644978784, "segm/AP-handbag": 17.077473037637546, "segm/AP-horse": 42.930521424153355, "segm/AP-hot dog": 26.598531779560158, "segm/AP-keyboard": 51.652191011592876, "segm/AP-kite": 32.85883170778704, "segm/AP-knife": 14.662587426219714, "segm/AP-laptop": 61.04346759551217, "segm/AP-microwave": 57.154722044477865, "segm/AP-motorcycle": 35.263822638164804, "segm/AP-mouse": 63.95390161969004, "segm/AP-orange": 34.29865936758634, "segm/AP-oven": 34.75484072223095, "segm/AP-parking meter": 50.45635486839295, "segm/AP-person": 48.83540313813784, "segm/AP-pizza": 53.2236539772598, "segm/AP-potted plant": 26.8329827568805, "segm/AP-refrigerator": 56.93863089199549, "segm/AP-remote": 34.55039926945969, "segm/AP-sandwich": 39.554351392835336, "segm/AP-scissors": 25.83515446107131, "segm/AP-sheep": 50.28718803809144, "segm/AP-sink": 36.53122057669066, "segm/AP-skateboard": 33.39557863052309, "segm/AP-skis": 2.9506387102062654, "segm/AP-snowboard": 26.390172620059516, "segm/AP-spoon": 11.011109693600494, "segm/AP-sports ball": 51.607154516441945, "segm/AP-stop sign": 69.29386601688101, "segm/AP-suitcase": 43.602715119936526, "segm/AP-surfboard": 35.73617195698957, "segm/AP-teddy bear": 48.69591021632055, "segm/AP-tennis racket": 55.66886441367043, "segm/AP-tie": 32.5848476102178, "segm/AP-toaster": 52.59616243579245, "segm/AP-toilet": 60.44921316388457, "segm/AP-toothbrush": 20.569584042040283, "segm/AP-traffic light": 29.14761468007314, "segm/AP-train": 64.20980597114495, "segm/AP-truck": 37.88465377684416, "segm/AP-tv": 59.702529512154726, "segm/AP-umbrella": 48.57678002694242, "segm/AP-vase": 40.39897548893681, "segm/AP-wine glass": 32.28627688017751, "segm/AP-zebra": 59.18661619815537, "segm/AP50": 63.37429355488623, "segm/AP75": 43.07528410316555, "segm/APl": 56.99665356334307, "segm/APm": 42.875572936801795, "segm/APs": 21.582470426486417, "time": 1.17268572980538, "total_loss": 0.7256913611199707} {"data_time": 0.0133165935985744, "eta_seconds": 11634.868998131715, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.26196616463792033, "fast_rcnn/fg_cls_accuracy": 0.7228154919925214, "iteration": 80019, "loss_box_reg": 0.22634426690638065, "loss_cls": 0.1693098908290267, "loss_mask": 0.23113960400223732, "loss_rpn_cls": 0.02164427231764421, "loss_rpn_loc": 0.06421286112163216, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8994970064511265, "mask_rcnn/false_negative": 0.099418418693374, "mask_rcnn/false_positive": 0.10988520163262666, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1541066670324653, "total_loss": 0.7233167930971831} {"data_time": 0.013433258980512619, "eta_seconds": 11609.858030062169, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.266160843072032, "fast_rcnn/fg_cls_accuracy": 0.7095601599418393, "iteration": 80039, "loss_box_reg": 0.19544941373169422, "loss_cls": 0.1478318553417921, "loss_mask": 0.22378281690180302, "loss_rpn_cls": 0.019046437460929155, "loss_rpn_loc": 0.05518017942085862, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069082805849321, "mask_rcnn/false_negative": 0.0873881822228165, "mask_rcnn/false_positive": 0.10946958561832297, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1675787470303476, "total_loss": 0.6283558281138539} {"data_time": 0.012775741750374436, "eta_seconds": 11586.545062130317, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2289540675152186, "fast_rcnn/fg_cls_accuracy": 0.7580845965923327, "iteration": 80059, "loss_box_reg": 0.1905729193240404, "loss_cls": 0.14508857671171427, "loss_mask": 0.22672927752137184, "loss_rpn_cls": 0.019570946154999547, "loss_rpn_loc": 0.06178116099908948, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9013722517992704, "mask_rcnn/false_negative": 0.09591466610118085, "mask_rcnn/false_positive": 0.10753501839834813, "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": 1.1595775722526014, "total_loss": 0.6514292117935838} {"data_time": 0.013229777803644538, "eta_seconds": 11560.816247463226, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2462278073431421, "fast_rcnn/fg_cls_accuracy": 0.74943875497518, "iteration": 80079, "loss_box_reg": 0.22062238864600658, "loss_cls": 0.16272241156548262, "loss_mask": 0.22696123272180557, "loss_rpn_cls": 0.02254150394583121, "loss_rpn_loc": 0.06743983225896955, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8973519565353767, "mask_rcnn/false_negative": 0.08584892372914033, "mask_rcnn/false_positive": 0.10497625972636242, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.15600801887922, "total_loss": 0.7107344852993265} {"data_time": 0.01223142584785819, "eta_seconds": 11534.927305416204, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2529377052545156, "fast_rcnn/fg_cls_accuracy": 0.7369278530377668, "iteration": 80099, "loss_box_reg": 0.19991989992558956, "loss_cls": 0.1562801832333207, "loss_mask": 0.2248986680060625, "loss_rpn_cls": 0.018740006169537082, "loss_rpn_loc": 0.06124681141227484, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9087419006640396, "mask_rcnn/false_negative": 0.07879084489661622, "mask_rcnn/false_positive": 0.12012217437502634, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.1593235391192138, "total_loss": 0.6655955176684074} {"data_time": 0.012520060176029801, "eta_seconds": 11513.071072017774, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.256988618780731, "fast_rcnn/fg_cls_accuracy": 0.7202718655801212, "iteration": 80119, "loss_box_reg": 0.21212755516171455, "loss_cls": 0.16339086089283228, "loss_mask": 0.2170362025499344, "loss_rpn_cls": 0.023123805149225518, "loss_rpn_loc": 0.06231338484212756, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9050798631176524, "mask_rcnn/false_negative": 0.0895566740574344, "mask_rcnn/false_positive": 0.10178579112431863, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1258310962002724, "total_loss": 0.7035915403394029} {"data_time": 0.013430620077997446, "eta_seconds": 11481.792672020383, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.24793812941312654, "fast_rcnn/fg_cls_accuracy": 0.7433847880081921, "iteration": 80139, "loss_box_reg": 0.21641099452972412, "loss_cls": 0.1632759370841086, "loss_mask": 0.23085987381637096, "loss_rpn_cls": 0.02332566215773113, "loss_rpn_loc": 0.05695755546912551, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9094987116507462, "mask_rcnn/false_negative": 0.08271933946408339, "mask_rcnn/false_positive": 0.09916703845822969, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1452613519504666, "total_loss": 0.7000916991964914} {"data_time": 0.013312505558133125, "eta_seconds": 11456.261066291481, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.24162167940563367, "fast_rcnn/fg_cls_accuracy": 0.7276722172320873, "iteration": 80159, "loss_box_reg": 0.21227213367819786, "loss_cls": 0.1649409169331193, "loss_mask": 0.23441376350820065, "loss_rpn_cls": 0.02092209254624322, "loss_rpn_loc": 0.05901655345223844, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8981793896804005, "mask_rcnn/false_negative": 0.09767959245487644, "mask_rcnn/false_positive": 0.09077345221916586, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.150637777755037, "total_loss": 0.6887192637805128} {"data_time": 0.010970402974635363, "eta_seconds": 11432.842695028521, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2215214820654316, "fast_rcnn/fg_cls_accuracy": 0.7615840976507893, "iteration": 80179, "loss_box_reg": 0.22620872408151627, "loss_cls": 0.16275391541421413, "loss_mask": 0.22682961449027061, "loss_rpn_cls": 0.021220754890237004, "loss_rpn_loc": 0.06699544261209667, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8950550372305921, "mask_rcnn/false_negative": 0.09295173544645571, "mask_rcnn/false_positive": 0.10966908253952873, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.1649435828439891, "total_loss": 0.6948169974493794} {"data_time": 0.011897970223799348, "eta_seconds": 11404.46573686786, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.25602769722435936, "fast_rcnn/fg_cls_accuracy": 0.7305760477162141, "iteration": 80199, "loss_box_reg": 0.19524755515158176, "loss_cls": 0.14779510907828808, "loss_mask": 0.21255170367658138, "loss_rpn_cls": 0.01777952932752669, "loss_rpn_loc": 0.05639000260271132, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9102421930884328, "mask_rcnn/false_negative": 0.08318832110484543, "mask_rcnn/false_positive": 0.09332669413501452, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.1559949745424092, "total_loss": 0.6325613122899085} {"data_time": 0.012892167549580336, "eta_seconds": 11377.916973112151, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23544266191325014, "fast_rcnn/fg_cls_accuracy": 0.7385379098785392, "iteration": 80219, "loss_box_reg": 0.20221792394295335, "loss_cls": 0.1508570034056902, "loss_mask": 0.21938531659543514, "loss_rpn_cls": 0.020039090188220143, "loss_rpn_loc": 0.056444593239575624, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8948047423334413, "mask_rcnn/false_negative": 0.08605305854658621, "mask_rcnn/false_positive": 0.10534893815552229, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.169353412464261, "total_loss": 0.6597175760252867} {"data_time": 0.013330170419067144, "eta_seconds": 11357.391957379878, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23807225071990462, "fast_rcnn/fg_cls_accuracy": 0.7519367819333973, "iteration": 80239, "loss_box_reg": 0.2105817822739482, "loss_cls": 0.15330604370683432, "loss_mask": 0.22241677902638912, "loss_rpn_cls": 0.020675522508099675, "loss_rpn_loc": 0.05140561261214316, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9116898263452988, "mask_rcnn/false_negative": 0.08538390094703074, "mask_rcnn/false_positive": 0.09725671722143271, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1692578182555735, "total_loss": 0.6544245901750401} {"data_time": 0.011042380472645164, "eta_seconds": 11334.642477254383, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.23464887320737537, "fast_rcnn/fg_cls_accuracy": 0.7458231900490212, "iteration": 80259, "loss_box_reg": 0.19723441824316978, "loss_cls": 0.14276315458118916, "loss_mask": 0.23036845959722996, "loss_rpn_cls": 0.016543837322387844, "loss_rpn_loc": 0.05639932048507035, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9040060012290847, "mask_rcnn/false_negative": 0.08295689728797953, "mask_rcnn/false_positive": 0.10276995588730897, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1681167776696384, "total_loss": 0.6345044541812968} {"data_time": 0.012615387327969074, "eta_seconds": 11308.75135009177, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23558604979118078, "fast_rcnn/fg_cls_accuracy": 0.7498508434127027, "iteration": 80279, "loss_box_reg": 0.19489935785531998, "loss_cls": 0.14946974720805883, "loss_mask": 0.2243035826832056, "loss_rpn_cls": 0.01749288779683411, "loss_rpn_loc": 0.053441671188920736, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8980146107135083, "mask_rcnn/false_negative": 0.0856676794175, "mask_rcnn/false_positive": 0.11151498001604467, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1544925530906767, "total_loss": 0.6381617833249038} {"data_time": 0.013174706604331732, "eta_seconds": 11281.604270031676, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.1862268166615993, "fast_rcnn/fg_cls_accuracy": 0.7791958041958043, "iteration": 80299, "loss_box_reg": 0.19260948710143566, "loss_cls": 0.14804161619395018, "loss_mask": 0.22060787491500378, "loss_rpn_cls": 0.014938992215320468, "loss_rpn_loc": 0.05854289326816797, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9137892344542647, "mask_rcnn/false_negative": 0.07472747137089777, "mask_rcnn/false_positive": 0.10138079334309845, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.1556124698836356, "total_loss": 0.6312191203323891} {"data_time": 0.011942560551688075, "eta_seconds": 11260.200404841453, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2230245944531659, "fast_rcnn/fg_cls_accuracy": 0.7262096530006661, "iteration": 80319, "loss_box_reg": 0.19748931098729372, "loss_cls": 0.15124023146927357, "loss_mask": 0.2286780457943678, "loss_rpn_cls": 0.016359728761017323, "loss_rpn_loc": 0.06018432788550854, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054385291234397, "mask_rcnn/false_negative": 0.08145832965980318, "mask_rcnn/false_positive": 0.09769464791789186, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.153554187854752, "total_loss": 0.6527632071520202} {"data_time": 0.012782460777089, "eta_seconds": 11230.993725811131, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.22477301757171952, "fast_rcnn/fg_cls_accuracy": 0.731348470806302, "iteration": 80339, "loss_box_reg": 0.20649278070777655, "loss_cls": 0.15463405661284924, "loss_mask": 0.22165620513260365, "loss_rpn_cls": 0.02030483930138871, "loss_rpn_loc": 0.06917154975235462, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034356131211267, "mask_rcnn/false_negative": 0.09042358943433663, "mask_rcnn/false_positive": 0.11032232989152213, "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": 1.125328125897795, "total_loss": 0.6663487772457302} {"data_time": 0.012750896625220776, "eta_seconds": 11210.442458735779, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2700710900473934, "fast_rcnn/fg_cls_accuracy": 0.7190699052132701, "iteration": 80359, "loss_box_reg": 0.20292061381042004, "loss_cls": 0.14350038301199675, "loss_mask": 0.21306624077260494, "loss_rpn_cls": 0.02081271819770336, "loss_rpn_loc": 0.06121671688742936, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035553520937039, "mask_rcnn/false_negative": 0.09066658684744158, "mask_rcnn/false_positive": 0.10946986237836931, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1490574469789863, "total_loss": 0.6367906343366485} {"data_time": 0.012230149237439036, "eta_seconds": 11185.716598876752, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.27338286713286714, "fast_rcnn/fg_cls_accuracy": 0.7233926685442704, "iteration": 80379, "loss_box_reg": 0.20865647494792938, "loss_cls": 0.16134562762454152, "loss_mask": 0.22814807668328285, "loss_rpn_cls": 0.022888122708536685, "loss_rpn_loc": 0.060548846144229174, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8998335565868537, "mask_rcnn/false_negative": 0.09156208419436582, "mask_rcnn/false_positive": 0.10195028949360987, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.1363585426006466, "total_loss": 0.6705293751438148} {"data_time": 0.012299876427277923, "eta_seconds": 11168.507458269596, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22661654636683393, "fast_rcnn/fg_cls_accuracy": 0.7620240410853473, "iteration": 80399, "loss_box_reg": 0.20825142413377762, "loss_cls": 0.15387903898954391, "loss_mask": 0.22873305156826973, "loss_rpn_cls": 0.018572603119537234, "loss_rpn_loc": 0.06905794097110629, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.900594830818634, "mask_rcnn/false_negative": 0.09912402553849017, "mask_rcnn/false_positive": 0.11227562966482027, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.166145863942802, "total_loss": 0.6637702225707471} {"data_time": 0.012174483388662338, "eta_seconds": 11145.239734398201, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24385018726591762, "fast_rcnn/fg_cls_accuracy": 0.7378889441793753, "iteration": 80419, "loss_box_reg": 0.20431671664118767, "loss_cls": 0.15770643204450607, "loss_mask": 0.23208636417984962, "loss_rpn_cls": 0.020340622664662078, "loss_rpn_loc": 0.05818138364702463, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9013286581805827, "mask_rcnn/false_negative": 0.08887833226956506, "mask_rcnn/false_positive": 0.11693166958909908, "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": 1.1594190632458776, "total_loss": 0.6777118049794808} {"data_time": 0.013418979244306684, "eta_seconds": 11118.20694891736, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24060017652250662, "fast_rcnn/fg_cls_accuracy": 0.7458920187793427, "iteration": 80439, "loss_box_reg": 0.1968320906162262, "loss_cls": 0.14553399570286274, "loss_mask": 0.21466535702347755, "loss_rpn_cls": 0.017457454596296884, "loss_rpn_loc": 0.0632079322822392, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9146113564905696, "mask_rcnn/false_negative": 0.07395229770656553, "mask_rcnn/false_positive": 0.11345238789208051, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.1613570565823466, "total_loss": 0.6222717015480157} {"data_time": 0.013290574075654149, "eta_seconds": 11089.159820470959, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23070161025303976, "fast_rcnn/fg_cls_accuracy": 0.7327505827505827, "iteration": 80459, "loss_box_reg": 0.21859936136752367, "loss_cls": 0.16948756482452154, "loss_mask": 0.2305724285542965, "loss_rpn_cls": 0.02090002573095262, "loss_rpn_loc": 0.0646139201708138, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072642771766211, "mask_rcnn/false_negative": 0.0829314145525274, "mask_rcnn/false_positive": 0.10601058796243082, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1574233965948224, "total_loss": 0.6926389716099948} {"data_time": 0.012704425491392612, "eta_seconds": 11066.008439343423, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.259094761824038, "fast_rcnn/fg_cls_accuracy": 0.7289600937820544, "iteration": 80479, "loss_box_reg": 0.2145838001742959, "loss_cls": 0.16238114330917597, "loss_mask": 0.23111521266400814, "loss_rpn_cls": 0.017583589942660183, "loss_rpn_loc": 0.05619011307135224, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053000582054127, "mask_rcnn/false_negative": 0.08635967546102172, "mask_rcnn/false_positive": 0.10995784901360371, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1708884600084275, "total_loss": 0.7006129893125035} {"data_time": 0.013588401954621077, "eta_seconds": 11044.509971281514, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.26772014393373617, "fast_rcnn/fg_cls_accuracy": 0.7153354798504362, "iteration": 80499, "loss_box_reg": 0.20438550971448421, "loss_cls": 0.15102106053382158, "loss_mask": 0.22335567884147167, "loss_rpn_cls": 0.019107854226604104, "loss_rpn_loc": 0.06245785532519221, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.905844690140895, "mask_rcnn/false_negative": 0.08665833729820743, "mask_rcnn/false_positive": 0.1030310825638206, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 1.171495509101078, "total_loss": 0.6717834041919559} {"data_time": 0.01244930294342339, "eta_seconds": 11027.551636146381, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.24032103752524717, "fast_rcnn/fg_cls_accuracy": 0.7572339746996917, "iteration": 80519, "loss_box_reg": 0.2174784205853939, "loss_cls": 0.17073107091709971, "loss_mask": 0.22159019112586975, "loss_rpn_cls": 0.023360068211331964, "loss_rpn_loc": 0.06706078350543976, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8961498300946948, "mask_rcnn/false_negative": 0.09609362410094452, "mask_rcnn/false_positive": 0.1185527847398483, "roi_head/num_bg_samples": 422.375, "roi_head/num_fg_samples": 89.625, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.170348254032433, "total_loss": 0.7202798359794542} {"data_time": 0.011580649530515075, "eta_seconds": 11001.907713050023, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.20263813177199003, "fast_rcnn/fg_cls_accuracy": 0.7747994934571549, "iteration": 80539, "loss_box_reg": 0.19621923100203276, "loss_cls": 0.14256124757230282, "loss_mask": 0.22085793316364288, "loss_rpn_cls": 0.018428761133691296, "loss_rpn_loc": 0.061633327743038535, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081752791611597, "mask_rcnn/false_negative": 0.08225418953890523, "mask_rcnn/false_positive": 0.0994697626329219, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1356012399774045, "total_loss": 0.6433953973464668} {"data_time": 0.013233819510787725, "eta_seconds": 10982.924099750817, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2515232058883664, "fast_rcnn/fg_cls_accuracy": 0.747106931097935, "iteration": 80559, "loss_box_reg": 0.2068906482309103, "loss_cls": 0.15837007854133844, "loss_mask": 0.21939168125391006, "loss_rpn_cls": 0.017463220312492922, "loss_rpn_loc": 0.05979468091391027, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8946707055135581, "mask_rcnn/false_negative": 0.0917961087090436, "mask_rcnn/false_positive": 0.10298789843061534, "roi_head/num_bg_samples": 426.875, "roi_head/num_fg_samples": 85.125, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.173796119634062, "total_loss": 0.6770329819410108} {"data_time": 0.01202170760370791, "eta_seconds": 10959.65519275982, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24682083888831913, "fast_rcnn/fg_cls_accuracy": 0.712860062591812, "iteration": 80579, "loss_box_reg": 0.21994756907224655, "loss_cls": 0.17578563559800386, "loss_mask": 0.22210294008255005, "loss_rpn_cls": 0.022921104624401778, "loss_rpn_loc": 0.06979438057169318, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068008733613431, "mask_rcnn/false_negative": 0.08610530375687686, "mask_rcnn/false_positive": 0.10434715706234231, "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": 1.1646904840599746, "total_loss": 0.701867997442605} {"data_time": 0.01135719777084887, "eta_seconds": 10936.155617423356, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.25173948220064724, "fast_rcnn/fg_cls_accuracy": 0.709253821774795, "iteration": 80599, "loss_box_reg": 0.20377137884497643, "loss_cls": 0.15405486430972815, "loss_mask": 0.224860779941082, "loss_rpn_cls": 0.020619577713659965, "loss_rpn_loc": 0.06282599736005068, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024069360085691, "mask_rcnn/false_negative": 0.08689395325899091, "mask_rcnn/false_positive": 0.11228710235399703, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1693003729451448, "total_loss": 0.6638836285565048} {"data_time": 0.012994615826755762, "eta_seconds": 10912.407972384244, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28801843317972353, "fast_rcnn/fg_cls_accuracy": 0.7012668810289389, "iteration": 80619, "loss_box_reg": 0.20758830942213535, "loss_cls": 0.1641416922211647, "loss_mask": 0.2271662801504135, "loss_rpn_cls": 0.019948131302953698, "loss_rpn_loc": 0.06222612923011184, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8984160570640303, "mask_rcnn/false_negative": 0.09176247855384341, "mask_rcnn/false_positive": 0.11965756685704881, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1694667108822614, "total_loss": 0.675144242879469} {"data_time": 0.012693221913650632, "eta_seconds": 10889.140577986836, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2223695695964547, "fast_rcnn/fg_cls_accuracy": 0.7545309848791988, "iteration": 80639, "loss_box_reg": 0.2193049043416977, "loss_cls": 0.15769362077116966, "loss_mask": 0.23371780663728714, "loss_rpn_cls": 0.02107401270768605, "loss_rpn_loc": 0.059746139449998736, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9036844539645126, "mask_rcnn/false_negative": 0.09587052831277429, "mask_rcnn/false_positive": 0.10582813677799474, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1608596814330667, "total_loss": 0.7103045011172071} {"data_time": 0.011989506892859936, "eta_seconds": 10862.348630009219, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.20109923851633504, "fast_rcnn/fg_cls_accuracy": 0.7817650186071239, "iteration": 80659, "loss_box_reg": 0.2189243482425809, "loss_cls": 0.16549465619027615, "loss_mask": 0.22374389320611954, "loss_rpn_cls": 0.018679677275940776, "loss_rpn_loc": 0.060411132639274, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9118779469861094, "mask_rcnn/false_negative": 0.08298443021135857, "mask_rcnn/false_positive": 0.10027770224485809, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.168624707730487, "total_loss": 0.6945562539040111} {"data_time": 0.012348310789093375, "eta_seconds": 10840.421709222719, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.23473823473823474, "fast_rcnn/fg_cls_accuracy": 0.73790486601922, "iteration": 80679, "loss_box_reg": 0.22206958383321762, "loss_cls": 0.16245261812582612, "loss_mask": 0.2339126393198967, "loss_rpn_cls": 0.022945098869968206, "loss_rpn_loc": 0.071404391201213, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063676910365428, "mask_rcnn/false_negative": 0.08868817213461616, "mask_rcnn/false_positive": 0.10182405659746152, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.1633739022072405, "total_loss": 0.7256962368846871} {"data_time": 0.012082862434908748, "eta_seconds": 10812.547690956853, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2515811617806732, "fast_rcnn/fg_cls_accuracy": 0.7070539835440498, "iteration": 80699, "loss_box_reg": 0.19570230320096016, "loss_cls": 0.15844767866656184, "loss_mask": 0.21521926298737526, "loss_rpn_cls": 0.02076547368778847, "loss_rpn_loc": 0.06234594713896513, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9099322474006213, "mask_rcnn/false_negative": 0.0812192442982197, "mask_rcnn/false_positive": 0.08779926873477545, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.1467280215583742, "total_loss": 0.6429825700124638} {"data_time": 0.012113271048292518, "eta_seconds": 10791.463334038854, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22908584597657, "fast_rcnn/fg_cls_accuracy": 0.7463711361737677, "iteration": 80719, "loss_box_reg": 0.21347642689943314, "loss_cls": 0.1636047102510929, "loss_mask": 0.23101103864610195, "loss_rpn_cls": 0.02388964321289677, "loss_rpn_loc": 0.06317518523428589, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9052278248255824, "mask_rcnn/false_negative": 0.08152438962511149, "mask_rcnn/false_positive": 0.11745208716236559, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1723769868258387, "total_loss": 0.7057285801274702} {"data_time": 0.011960959294810891, "eta_seconds": 10770.633586631157, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.26193045748409444, "fast_rcnn/fg_cls_accuracy": 0.7231222385861561, "iteration": 80739, "loss_box_reg": 0.1940838284790516, "loss_cls": 0.13966359104961157, "loss_mask": 0.22700471244752407, "loss_rpn_cls": 0.02289867220679298, "loss_rpn_loc": 0.05544683709740639, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8974698312129956, "mask_rcnn/false_negative": 0.10888570944361221, "mask_rcnn/false_positive": 0.10959176659247905, "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": 1.1572951620910317, "total_loss": 0.6452540308237076} {"data_time": 0.01151765650138259, "eta_seconds": 10744.948405874893, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.20964912280701753, "fast_rcnn/fg_cls_accuracy": 0.7591503267973856, "iteration": 80759, "loss_box_reg": 0.20334543474018574, "loss_cls": 0.13502822909504175, "loss_mask": 0.21848882362246513, "loss_rpn_cls": 0.016646620555547997, "loss_rpn_loc": 0.05258061073254794, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9103167240922343, "mask_rcnn/false_negative": 0.07556151136487474, "mask_rcnn/false_positive": 0.09592223512103065, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.1576596931554377, "total_loss": 0.6443241954548284} {"data_time": 0.013131811050698161, "eta_seconds": 10724.673092463054, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2761194677968457, "fast_rcnn/fg_cls_accuracy": 0.6979912110053499, "iteration": 80779, "loss_box_reg": 0.222737324424088, "loss_cls": 0.16781853511929512, "loss_mask": 0.2165384516119957, "loss_rpn_cls": 0.02152390719857067, "loss_rpn_loc": 0.0685441589448601, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8984443318530047, "mask_rcnn/false_negative": 0.08844011883664342, "mask_rcnn/false_positive": 0.11392955347731515, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 1.1712924290914088, "total_loss": 0.717351108090952} {"data_time": 0.01167148514650762, "eta_seconds": 10703.830624371767, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24632968469640273, "fast_rcnn/fg_cls_accuracy": 0.7411183954808116, "iteration": 80799, "loss_box_reg": 0.22770838625729084, "loss_cls": 0.1668941006064415, "loss_mask": 0.23112260550260544, "loss_rpn_cls": 0.019048061803914607, "loss_rpn_loc": 0.06303706346079707, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8989064967526901, "mask_rcnn/false_negative": 0.09534637511669719, "mask_rcnn/false_positive": 0.10267253457920646, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.1818922450765967, "total_loss": 0.6950459489162313} {"data_time": 0.012816164642572403, "eta_seconds": 10680.561427362263, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.27119428337140516, "fast_rcnn/fg_cls_accuracy": 0.7076828460592298, "iteration": 80819, "loss_box_reg": 0.22073584608733654, "loss_cls": 0.15885898564010859, "loss_mask": 0.22679553180933, "loss_rpn_cls": 0.020656745648011565, "loss_rpn_loc": 0.06554563902318478, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9011220792467746, "mask_rcnn/false_negative": 0.08662050564321604, "mask_rcnn/false_positive": 0.12028573440661033, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1652227705344558, "total_loss": 0.6929840221710037} {"data_time": 0.012190409936010838, "eta_seconds": 10656.340694250539, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2500546368470897, "fast_rcnn/fg_cls_accuracy": 0.7355179601531825, "iteration": 80839, "loss_box_reg": 0.21803897246718407, "loss_cls": 0.16376413591206074, "loss_mask": 0.22767941653728485, "loss_rpn_cls": 0.02080568764358759, "loss_rpn_loc": 0.06571528594940901, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9039840848511301, "mask_rcnn/false_negative": 0.08800005801424944, "mask_rcnn/false_positive": 0.10573117567756177, "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": 1.1591082436498255, "total_loss": 0.6985900274594314} {"data_time": 0.013001052429899573, "eta_seconds": 10631.617360641249, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2991628135070758, "fast_rcnn/fg_cls_accuracy": 0.6845244521213429, "iteration": 80859, "loss_box_reg": 0.21219876501709223, "loss_cls": 0.14992372784763575, "loss_mask": 0.22240017168223858, "loss_rpn_cls": 0.015870150964474306, "loss_rpn_loc": 0.06098286947235465, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9019369787838548, "mask_rcnn/false_negative": 0.09173822206759422, "mask_rcnn/false_positive": 0.10535647527348464, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1795389039907604, "total_loss": 0.6625359948375262} {"data_time": 0.012033452512696385, "eta_seconds": 10609.060325436294, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.22863308670081578, "fast_rcnn/fg_cls_accuracy": 0.7529121863799283, "iteration": 80879, "loss_box_reg": 0.18048307206481695, "loss_cls": 0.1433655610308051, "loss_mask": 0.21564489603042603, "loss_rpn_cls": 0.01814362042932771, "loss_rpn_loc": 0.05591662903316319, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9070234509260374, "mask_rcnn/false_negative": 0.08153949113696966, "mask_rcnn/false_positive": 0.10571374235295122, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1625461999792606, "total_loss": 0.6387298905465286} {"data_time": 0.012739387340843678, "eta_seconds": 10585.794842266478, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2619782404017157, "fast_rcnn/fg_cls_accuracy": 0.7279310671786848, "iteration": 80899, "loss_box_reg": 0.20876271836459637, "loss_cls": 0.1484503373503685, "loss_mask": 0.22242859564721584, "loss_rpn_cls": 0.022198030128492974, "loss_rpn_loc": 0.06498345406726003, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8976395519861622, "mask_rcnn/false_negative": 0.08357202644957959, "mask_rcnn/false_positive": 0.11136887763871256, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.144979353994131, "total_loss": 0.6578404238171061} {"data_time": 0.012849903432652354, "eta_seconds": 10561.825561774895, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23242586225421724, "fast_rcnn/fg_cls_accuracy": 0.7568801192609839, "iteration": 80919, "loss_box_reg": 0.2170552285388112, "loss_cls": 0.1624109698459506, "loss_mask": 0.22329213470220566, "loss_rpn_cls": 0.018542924808571115, "loss_rpn_loc": 0.058371104998514056, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062036686341981, "mask_rcnn/false_negative": 0.08352003738559677, "mask_rcnn/false_positive": 0.10473824705926621, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.160191545728594, "total_loss": 0.6793637126684189} {"data_time": 0.012366654584184289, "eta_seconds": 10536.771072302945, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2289685124864278, "fast_rcnn/fg_cls_accuracy": 0.7529641693811076, "iteration": 80939, "loss_box_reg": 0.21230781637132168, "loss_cls": 0.15711833722889423, "loss_mask": 0.224052919074893, "loss_rpn_cls": 0.020205989247187972, "loss_rpn_loc": 0.06235060910694301, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9076847617739998, "mask_rcnn/false_negative": 0.08229832867940182, "mask_rcnn/false_positive": 0.10125922931054018, "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": 1.169432760681957, "total_loss": 0.6692852478008717} {"data_time": 0.012553822714835405, "eta_seconds": 10512.37376505509, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2612963904422979, "fast_rcnn/fg_cls_accuracy": 0.7185877466251298, "iteration": 80959, "loss_box_reg": 0.20371449925005436, "loss_cls": 0.15323474816977978, "loss_mask": 0.21194263361394405, "loss_rpn_cls": 0.017532229772768915, "loss_rpn_loc": 0.06607956695370376, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9064068037588796, "mask_rcnn/false_negative": 0.07890504445242227, "mask_rcnn/false_positive": 0.10228083888042727, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1604703986085951, "total_loss": 0.6391537644667551} {"data_time": 0.010512262117117643, "eta_seconds": 10492.03376290854, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2550353171550458, "fast_rcnn/fg_cls_accuracy": 0.727891750327368, "iteration": 80979, "loss_box_reg": 0.19735130574554205, "loss_cls": 0.15470877522602677, "loss_mask": 0.22285009734332561, "loss_rpn_cls": 0.01990784937515855, "loss_rpn_loc": 0.0548212006688118, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9043307131966087, "mask_rcnn/false_negative": 0.08000955358129579, "mask_rcnn/false_positive": 0.11197193298441044, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.175163018051535, "total_loss": 0.6429573967179749} {"data_time": 0.01094310567714274, "eta_seconds": 10468.76982995309, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.2228482302011714, "fast_rcnn/fg_cls_accuracy": 0.7513798701298702, "iteration": 80999, "loss_box_reg": 0.20391354523599148, "loss_cls": 0.14176413090899587, "loss_mask": 0.21643130853772163, "loss_rpn_cls": 0.02017722758682794, "loss_rpn_loc": 0.05436339834704995, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9150890954898491, "mask_rcnn/false_negative": 0.07787345090808542, "mask_rcnn/false_positive": 0.0980430740916104, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1725362928118557, "total_loss": 0.6355146699934267} {"data_time": 0.012418229598551989, "eta_seconds": 10448.110470175743, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.20572361589331584, "fast_rcnn/fg_cls_accuracy": 0.7748538011695907, "iteration": 81019, "loss_box_reg": 0.21424302831292152, "loss_cls": 0.1556136766448617, "loss_mask": 0.22647305391728878, "loss_rpn_cls": 0.019589673465816304, "loss_rpn_loc": 0.06483399821445346, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9048799243620935, "mask_rcnn/false_negative": 0.08718695423780784, "mask_rcnn/false_positive": 0.11376857932109369, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1731642065569758, "total_loss": 0.67844443093054} {"data_time": 0.012157527497038245, "eta_seconds": 10424.454230964184, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2430816624895572, "fast_rcnn/fg_cls_accuracy": 0.7262580620244854, "iteration": 81039, "loss_box_reg": 0.21221758611500263, "loss_cls": 0.16135340556502342, "loss_mask": 0.2341726701706648, "loss_rpn_cls": 0.022658517118543386, "loss_rpn_loc": 0.059546248288825154, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041255074598963, "mask_rcnn/false_negative": 0.08834590210947033, "mask_rcnn/false_positive": 0.10053900941757918, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1559797076042742, "total_loss": 0.6745675033889711} {"data_time": 0.01200854149647057, "eta_seconds": 10401.571002602577, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.22129424778761062, "fast_rcnn/fg_cls_accuracy": 0.7682890855457227, "iteration": 81059, "loss_box_reg": 0.1922999694943428, "loss_cls": 0.15551047213375568, "loss_mask": 0.22065552696585655, "loss_rpn_cls": 0.019972847076132894, "loss_rpn_loc": 0.05343171278946102, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9150552761852584, "mask_rcnn/false_negative": 0.08086828203289916, "mask_rcnn/false_positive": 0.08890490199498619, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1651719498913735, "total_loss": 0.6623650192050263} {"data_time": 0.011733077000826597, "eta_seconds": 10378.73294818215, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2322553371380258, "fast_rcnn/fg_cls_accuracy": 0.7645539665745134, "iteration": 81079, "loss_box_reg": 0.20506714656949043, "loss_cls": 0.15903959888964891, "loss_mask": 0.22239248175173998, "loss_rpn_cls": 0.021169013692997396, "loss_rpn_loc": 0.05670908372849226, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081980224963715, "mask_rcnn/false_negative": 0.08306597252769728, "mask_rcnn/false_positive": 0.11147186813922538, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1591882104985416, "total_loss": 0.6820355883101001} {"data_time": 0.011688488069921732, "eta_seconds": 10355.462246504612, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2586977242940546, "fast_rcnn/fg_cls_accuracy": 0.7222689075630252, "iteration": 81099, "loss_box_reg": 0.18954464048147202, "loss_cls": 0.1415823856368661, "loss_mask": 0.208916787058115, "loss_rpn_cls": 0.01765638921642676, "loss_rpn_loc": 0.05585853778757155, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.911813682426613, "mask_rcnn/false_negative": 0.07996901892734085, "mask_rcnn/false_positive": 0.10985436293787615, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1626537963747978, "total_loss": 0.6248529987060465} {"data_time": 0.011389625491574407, "eta_seconds": 10333.004772942513, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.23181385950314987, "fast_rcnn/fg_cls_accuracy": 0.7455128967074764, "iteration": 81119, "loss_box_reg": 0.200857762247324, "loss_cls": 0.15409813728183508, "loss_mask": 0.21470756269991398, "loss_rpn_cls": 0.01775832020211965, "loss_rpn_loc": 0.06847462133737281, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9058274390623509, "mask_rcnn/false_negative": 0.08048435264936374, "mask_rcnn/false_positive": 0.11892716124497263, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1605052663944662, "total_loss": 0.6612589420983568} {"data_time": 0.01207392243668437, "eta_seconds": 10314.024301832542, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25699126092384517, "fast_rcnn/fg_cls_accuracy": 0.7333047333047333, "iteration": 81139, "loss_box_reg": 0.2040160819888115, "loss_cls": 0.14397932589054108, "loss_mask": 0.2228381810709834, "loss_rpn_cls": 0.022258383134612814, "loss_rpn_loc": 0.061941456515342, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8977978894260408, "mask_rcnn/false_negative": 0.0938975394695652, "mask_rcnn/false_positive": 0.09914938878015886, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1635288754478097, "total_loss": 0.6693157559493557} {"data_time": 0.012121286941692233, "eta_seconds": 10292.548705656081, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22970059616780691, "fast_rcnn/fg_cls_accuracy": 0.7456877687099348, "iteration": 81159, "loss_box_reg": 0.2109651155769825, "loss_cls": 0.16107257595285773, "loss_mask": 0.21808722615242004, "loss_rpn_cls": 0.018312752479687333, "loss_rpn_loc": 0.05540170683525503, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8942288675639911, "mask_rcnn/false_negative": 0.08875769035136424, "mask_rcnn/false_positive": 0.1090181684066045, "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": 1.1775710391812027, "total_loss": 0.6725167878321372} {"data_time": 0.011750488542020321, "eta_seconds": 10269.262396367267, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.24805487913523788, "fast_rcnn/fg_cls_accuracy": 0.730411280457566, "iteration": 81179, "loss_box_reg": 0.20301231183111668, "loss_cls": 0.15152707509696484, "loss_mask": 0.22447971068322659, "loss_rpn_cls": 0.019492036197334528, "loss_rpn_loc": 0.0634265667758882, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034492351415091, "mask_rcnn/false_negative": 0.08289832680291995, "mask_rcnn/false_positive": 0.09786393912000552, "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": 1.1641034914646298, "total_loss": 0.6586650494718924} {"data_time": 0.01261061686091125, "eta_seconds": 10245.23802883923, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.21160441714091888, "fast_rcnn/fg_cls_accuracy": 0.7706831385175335, "iteration": 81199, "loss_box_reg": 0.19641885394230485, "loss_cls": 0.1559466952458024, "loss_mask": 0.2294374257326126, "loss_rpn_cls": 0.018301425967365503, "loss_rpn_loc": 0.058760334039106965, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.897800206194858, "mask_rcnn/false_negative": 0.09675669036893264, "mask_rcnn/false_positive": 0.10593427239319184, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.1570764663629234, "total_loss": 0.656620418158127} {"data_time": 0.012070999015122652, "eta_seconds": 10223.438953603618, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2769950890116636, "fast_rcnn/fg_cls_accuracy": 0.6910579902611775, "iteration": 81219, "loss_box_reg": 0.2193495398387313, "loss_cls": 0.15989422984421253, "loss_mask": 0.2192144338041544, "loss_rpn_cls": 0.018716221034992486, "loss_rpn_loc": 0.05210164678283036, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9011760840525294, "mask_rcnn/false_negative": 0.09908543090475246, "mask_rcnn/false_positive": 0.10204063199791832, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1795566990040243, "total_loss": 0.7001306754536927} {"data_time": 0.013036780524998903, "eta_seconds": 10199.403468500823, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27674776445066657, "fast_rcnn/fg_cls_accuracy": 0.7131307780594549, "iteration": 81239, "loss_box_reg": 0.1985141159966588, "loss_cls": 0.16171999368816614, "loss_mask": 0.2150065004825592, "loss_rpn_cls": 0.019231740006944165, "loss_rpn_loc": 0.05026094429194927, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9089416951879401, "mask_rcnn/false_negative": 0.08928943015900037, "mask_rcnn/false_positive": 0.1014638427337394, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1666870201006532, "total_loss": 0.641381644323701} {"data_time": 0.012759482488036156, "eta_seconds": 10175.381636316888, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.20802739264900802, "fast_rcnn/fg_cls_accuracy": 0.752192056050693, "iteration": 81259, "loss_box_reg": 0.22348180040717125, "loss_cls": 0.1581725487485528, "loss_mask": 0.22143859788775444, "loss_rpn_cls": 0.021456857939483598, "loss_rpn_loc": 0.07410867529688403, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.912438778562523, "mask_rcnn/false_negative": 0.07965381157109691, "mask_rcnn/false_positive": 0.0949625567767235, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.1626792950555682, "total_loss": 0.7260501958953682} {"data_time": 0.013056482188403606, "eta_seconds": 10153.574906084687, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2446451728301212, "fast_rcnn/fg_cls_accuracy": 0.7245897240978402, "iteration": 81279, "loss_box_reg": 0.2142979595810175, "loss_cls": 0.148424768820405, "loss_mask": 0.22777338698506355, "loss_rpn_cls": 0.020810872956644744, "loss_rpn_loc": 0.055968960747122765, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8999857446473231, "mask_rcnn/false_negative": 0.07896650664436813, "mask_rcnn/false_positive": 0.12052906284951345, "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": 1.1495076019782573, "total_loss": 0.6768538606120273} {"data_time": 0.01260249363258481, "eta_seconds": 10132.014575530775, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.21749194847020933, "fast_rcnn/fg_cls_accuracy": 0.7592517006802721, "iteration": 81299, "loss_box_reg": 0.2112359693273902, "loss_cls": 0.16063113138079643, "loss_mask": 0.21967264264822006, "loss_rpn_cls": 0.019969023298472166, "loss_rpn_loc": 0.05075184511952102, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90941908358277, "mask_rcnn/false_negative": 0.0892661745758991, "mask_rcnn/false_positive": 0.11385501002870202, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.1522695417515934, "total_loss": 0.667515046603512} {"data_time": 0.012124394997954369, "eta_seconds": 10110.413295114413, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.21273480662983424, "fast_rcnn/fg_cls_accuracy": 0.7697030386740331, "iteration": 81319, "loss_box_reg": 0.2169738318771124, "loss_cls": 0.15306339180096984, "loss_mask": 0.22680930979549885, "loss_rpn_cls": 0.018627260520588607, "loss_rpn_loc": 0.05533384170848876, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9082383677409187, "mask_rcnn/false_negative": 0.09385309257733404, "mask_rcnn/false_positive": 0.09984257486769246, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1583862211555243, "total_loss": 0.6853050281933974} {"data_time": 0.01330195739865303, "eta_seconds": 10088.67247145623, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2498272827999739, "fast_rcnn/fg_cls_accuracy": 0.7313896587562793, "iteration": 81339, "loss_box_reg": 0.1914461012929678, "loss_cls": 0.14434380596503615, "loss_mask": 0.21690849494189024, "loss_rpn_cls": 0.019822204718366265, "loss_rpn_loc": 0.06396132940426469, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8996176046370663, "mask_rcnn/false_negative": 0.0864193925819273, "mask_rcnn/false_positive": 0.10870568887871518, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1507232596632093, "total_loss": 0.6217650774633512} {"data_time": 0.013143904972821474, "eta_seconds": 10070.089788883924, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2569128787878788, "fast_rcnn/fg_cls_accuracy": 0.724323386537127, "iteration": 81359, "loss_box_reg": 0.2367760594934225, "loss_cls": 0.17746262717992067, "loss_mask": 0.23883171379566193, "loss_rpn_cls": 0.022140478249639273, "loss_rpn_loc": 0.07046124944463372, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.899918067541964, "mask_rcnn/false_negative": 0.0822890033712763, "mask_rcnn/false_positive": 0.1015634740711723, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.1660448196344078, "total_loss": 0.7592638039495796} {"data_time": 0.012138254009187222, "eta_seconds": 10045.35469067283, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2676221676221676, "fast_rcnn/fg_cls_accuracy": 0.7256235827664399, "iteration": 81379, "loss_box_reg": 0.20886172074824572, "loss_cls": 0.1599200670607388, "loss_mask": 0.2208162061870098, "loss_rpn_cls": 0.021734472604293842, "loss_rpn_loc": 0.06118247006088495, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060818859262307, "mask_rcnn/false_negative": 0.07878697219669802, "mask_rcnn/false_positive": 0.11524073892304083, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.15581409400329, "total_loss": 0.6719971974962391} {"data_time": 0.011763921240344644, "eta_seconds": 10018.920551333576, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.24443836128618737, "fast_rcnn/fg_cls_accuracy": 0.737756938524202, "iteration": 81399, "loss_box_reg": 0.22292394563555717, "loss_cls": 0.15091009438037872, "loss_mask": 0.2270351517945528, "loss_rpn_cls": 0.019512307306285948, "loss_rpn_loc": 0.06106136739253998, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8959814171805984, "mask_rcnn/false_negative": 0.09280526832991096, "mask_rcnn/false_positive": 0.10781285307197498, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.1583113074302673, "total_loss": 0.6929157747072168} {"data_time": 0.011993868509307504, "eta_seconds": 9996.118717496283, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.19624542640022516, "fast_rcnn/fg_cls_accuracy": 0.7603042539859362, "iteration": 81419, "loss_box_reg": 0.20840137545019388, "loss_cls": 0.1562604634091258, "loss_mask": 0.22545034997165203, "loss_rpn_cls": 0.018205597181804478, "loss_rpn_loc": 0.062257925514131784, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9065124601066692, "mask_rcnn/false_negative": 0.08836523998836016, "mask_rcnn/false_positive": 0.08863683409100777, "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": 1.1520099930930883, "total_loss": 0.6770777678175364} {"data_time": 0.011915569892153144, "eta_seconds": 9972.320920862257, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2581658291457286, "fast_rcnn/fg_cls_accuracy": 0.7138283062645012, "iteration": 81439, "loss_box_reg": 0.2203003652393818, "loss_cls": 0.1605223109945655, "loss_mask": 0.23279282450675964, "loss_rpn_cls": 0.020240656260284595, "loss_rpn_loc": 0.058414161670953035, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8979994408058327, "mask_rcnn/false_negative": 0.09801394826606662, "mask_rcnn/false_positive": 0.10978430014554555, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.1632570719812065, "total_loss": 0.7104689977131784} {"data_time": 0.011844245484098792, "eta_seconds": 9950.829153712839, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.21620254365233063, "fast_rcnn/fg_cls_accuracy": 0.7671992158784611, "iteration": 81459, "loss_box_reg": 0.21903780475258827, "loss_cls": 0.1590380473062396, "loss_mask": 0.23212743923068047, "loss_rpn_cls": 0.021507937752176076, "loss_rpn_loc": 0.05753835604991764, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083604622605217, "mask_rcnn/false_negative": 0.0821779406754116, "mask_rcnn/false_positive": 0.09344752060910583, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1678799281362444, "total_loss": 0.7039625993347727} {"data_time": 0.011765358038246632, "eta_seconds": 9926.215789401904, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27205211658858164, "fast_rcnn/fg_cls_accuracy": 0.7136282598781044, "iteration": 81479, "loss_box_reg": 0.2183235865086317, "loss_cls": 0.16030562203377485, "loss_mask": 0.21912933327257633, "loss_rpn_cls": 0.020657029701396823, "loss_rpn_loc": 0.06582656013779342, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9045320800747603, "mask_rcnn/false_negative": 0.08137608014428802, "mask_rcnn/false_positive": 0.09861214350404116, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1554115759208798, "total_loss": 0.6954031926579773} {"data_time": 0.01243340759538114, "eta_seconds": 9902.421475155279, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.21300330246017146, "fast_rcnn/fg_cls_accuracy": 0.7696328062181721, "iteration": 81499, "loss_box_reg": 0.22208504006266594, "loss_cls": 0.16468621045351028, "loss_mask": 0.23007210344076157, "loss_rpn_cls": 0.02162014041095972, "loss_rpn_loc": 0.06960545899346471, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9027704273586038, "mask_rcnn/false_negative": 0.08266519072637224, "mask_rcnn/false_positive": 0.10778395741462396, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.1694198879413307, "total_loss": 0.7298061898909509} {"data_time": 0.011998526519164443, "eta_seconds": 9878.981210701168, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2527668917625132, "fast_rcnn/fg_cls_accuracy": 0.7373434076156613, "iteration": 81519, "loss_box_reg": 0.21033258363604546, "loss_cls": 0.1560972686856985, "loss_mask": 0.2314167283475399, "loss_rpn_cls": 0.02039948498713784, "loss_rpn_loc": 0.06182716181501746, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901202366678873, "mask_rcnn/false_negative": 0.08624984482048889, "mask_rcnn/false_positive": 0.10647346981166025, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.1850018764380366, "total_loss": 0.6584839659917634} {"data_time": 0.01216250448487699, "eta_seconds": 9858.230301914737, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2137436224489796, "fast_rcnn/fg_cls_accuracy": 0.762429604965676, "iteration": 81539, "loss_box_reg": 0.20665451884269714, "loss_cls": 0.15771746542304754, "loss_mask": 0.21304837428033352, "loss_rpn_cls": 0.019041205436224118, "loss_rpn_loc": 0.04877761332318187, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910363286471051, "mask_rcnn/false_negative": 0.07903592812462329, "mask_rcnn/false_positive": 0.10094632047211752, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.167729597305879, "total_loss": 0.6534511454519816} {"data_time": 0.013009807094931602, "eta_seconds": 9831.92081979476, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24606453451100507, "fast_rcnn/fg_cls_accuracy": 0.7334404940000636, "iteration": 81559, "loss_box_reg": 0.21473610401153564, "loss_cls": 0.16134757827967405, "loss_mask": 0.2123685646802187, "loss_rpn_cls": 0.01840848174470011, "loss_rpn_loc": 0.05784765351563692, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049590633438647, "mask_rcnn/false_negative": 0.09040928878311671, "mask_rcnn/false_positive": 0.09471584768031682, "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": 1.147572826826945, "total_loss": 0.6739924903959036} {"data_time": 0.013437274843454361, "eta_seconds": 9808.860539621674, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.25278592770046565, "fast_rcnn/fg_cls_accuracy": 0.71505291005291, "iteration": 81579, "loss_box_reg": 0.2118415217846632, "loss_cls": 0.16868315916508436, "loss_mask": 0.232236934825778, "loss_rpn_cls": 0.019159435090841725, "loss_rpn_loc": 0.06133378786034882, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8971632682607968, "mask_rcnn/false_negative": 0.09741408039913388, "mask_rcnn/false_positive": 0.11783437319765733, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.1722519712056965, "total_loss": 0.7315920840483159} {"data_time": 0.012346792500466108, "eta_seconds": 9783.344205189496, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2140691799455888, "fast_rcnn/fg_cls_accuracy": 0.767068137791628, "iteration": 81599, "loss_box_reg": 0.20101710129529238, "loss_cls": 0.14607575489208102, "loss_mask": 0.21426250413060188, "loss_rpn_cls": 0.016115301463287324, "loss_rpn_loc": 0.051451585721224546, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9113130213153834, "mask_rcnn/false_negative": 0.07827573640856558, "mask_rcnn/false_positive": 0.0994047251744735, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1574197926092893, "total_loss": 0.6433748621493578} {"data_time": 0.011201640823855996, "eta_seconds": 9760.169345913455, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.22638775399030342, "fast_rcnn/fg_cls_accuracy": 0.734494127343911, "iteration": 81619, "loss_box_reg": 0.2232312634587288, "loss_cls": 0.1627617785707116, "loss_mask": 0.22438860684633255, "loss_rpn_cls": 0.023311957527766936, "loss_rpn_loc": 0.05884009459987283, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084591399545894, "mask_rcnn/false_negative": 0.08574736692149693, "mask_rcnn/false_positive": 0.11270849046198758, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1750637255609035, "total_loss": 0.6949241177644581} {"data_time": 0.010985361877828836, "eta_seconds": 9738.875747434795, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2626079776422764, "fast_rcnn/fg_cls_accuracy": 0.7213841147478832, "iteration": 81639, "loss_box_reg": 0.20627295412123203, "loss_cls": 0.15093322098255157, "loss_mask": 0.21973954513669014, "loss_rpn_cls": 0.01627301354892552, "loss_rpn_loc": 0.055730627733282745, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8974142246059669, "mask_rcnn/false_negative": 0.09245866795396429, "mask_rcnn/false_positive": 0.11108220604018465, "roi_head/num_bg_samples": 426.875, "roi_head/num_fg_samples": 85.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1727590579539537, "total_loss": 0.6504156469018199} {"data_time": 0.012311610160395503, "eta_seconds": 9715.664715017192, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23357306032659278, "fast_rcnn/fg_cls_accuracy": 0.7614007752527172, "iteration": 81659, "loss_box_reg": 0.2183130756020546, "loss_cls": 0.15505979908630252, "loss_mask": 0.21977236680686474, "loss_rpn_cls": 0.021233122228295542, "loss_rpn_loc": 0.06928988313302398, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9048024124698423, "mask_rcnn/false_negative": 0.08741805697956133, "mask_rcnn/false_positive": 0.11624597789124691, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.171055459883064, "total_loss": 0.688565481454134} {"data_time": 0.012341507244855165, "eta_seconds": 9691.030469089746, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2532876712328767, "fast_rcnn/fg_cls_accuracy": 0.715068349106204, "iteration": 81679, "loss_box_reg": 0.23137940280139446, "loss_cls": 0.1670931619592011, "loss_mask": 0.22984702326357365, "loss_rpn_cls": 0.0229938073316589, "loss_rpn_loc": 0.07785172155126929, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057060940921843, "mask_rcnn/false_negative": 0.08407786020154306, "mask_rcnn/false_positive": 0.10443708794579892, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1605692224111408, "total_loss": 0.7284420463838615} {"data_time": 0.012368611758574843, "eta_seconds": 9668.671263637953, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2700278407729041, "fast_rcnn/fg_cls_accuracy": 0.7079744098035682, "iteration": 81699, "loss_box_reg": 0.20636330777779222, "loss_cls": 0.1573732290416956, "loss_mask": 0.21221940964460373, "loss_rpn_cls": 0.021597934217425063, "loss_rpn_loc": 0.06469487037975341, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9112945137983064, "mask_rcnn/false_negative": 0.07865617780242726, "mask_rcnn/false_positive": 0.10024630274873159, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.156469670822844, "total_loss": 0.6661612211610191} {"data_time": 0.01181559613905847, "eta_seconds": 9643.699544649571, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24962202678818596, "fast_rcnn/fg_cls_accuracy": 0.7075923573621256, "iteration": 81719, "loss_box_reg": 0.21248777955770493, "loss_cls": 0.1587774995714426, "loss_mask": 0.22534755431115627, "loss_rpn_cls": 0.020728922958369367, "loss_rpn_loc": 0.07168057025410235, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9043773563909401, "mask_rcnn/false_negative": 0.09126679036670793, "mask_rcnn/false_positive": 0.10350622962684078, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1507175543811172, "total_loss": 0.6935341675998643} {"data_time": 0.012357930419966578, "eta_seconds": 9622.46889041271, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.23058878723903353, "fast_rcnn/fg_cls_accuracy": 0.7467601364153089, "iteration": 81739, "loss_box_reg": 0.23984838463366032, "loss_cls": 0.16887279879301786, "loss_mask": 0.22812421433627605, "loss_rpn_cls": 0.021497970243217424, "loss_rpn_loc": 0.064570696442388, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9002310914036329, "mask_rcnn/false_negative": 0.09510781077879887, "mask_rcnn/false_positive": 0.10116119605836954, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1788231604732573, "total_loss": 0.7227451133076102} {"data_time": 0.010972229996696115, "eta_seconds": 9599.16993426159, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.2596421831452389, "fast_rcnn/fg_cls_accuracy": 0.7246873642025977, "iteration": 81759, "loss_box_reg": 0.23532168753445148, "loss_cls": 0.16662388015538454, "loss_mask": 0.22719048894941807, "loss_rpn_cls": 0.020523702529317234, "loss_rpn_loc": 0.06698042992502451, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8930561776475181, "mask_rcnn/false_negative": 0.09103347043774182, "mask_rcnn/false_positive": 0.12462564456559883, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1461969488300383, "total_loss": 0.6907901304439292} {"data_time": 0.011640927521511912, "eta_seconds": 9575.87097811047, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.27808506580202175, "fast_rcnn/fg_cls_accuracy": 0.7116883116883117, "iteration": 81779, "loss_box_reg": 0.22988110221922398, "loss_cls": 0.17395715229213238, "loss_mask": 0.2290197964757681, "loss_rpn_cls": 0.02204149210592732, "loss_rpn_loc": 0.06694221077486873, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.899279132081749, "mask_rcnn/false_negative": 0.08763759577601829, "mask_rcnn/false_positive": 0.10955486412417326, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1748593230731785, "total_loss": 0.716816681495402} {"data_time": 0.011969953076913953, "eta_seconds": 9550.031801080331, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.21029353035143772, "fast_rcnn/fg_cls_accuracy": 0.7865115814696486, "iteration": 81799, "loss_box_reg": 0.20375764556229115, "loss_cls": 0.14201656263321638, "loss_mask": 0.22197546064853668, "loss_rpn_cls": 0.01879837195156142, "loss_rpn_loc": 0.05619897763244808, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9078783001295756, "mask_rcnn/false_negative": 0.07946391390916713, "mask_rcnn/false_positive": 0.09517868255930259, "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": 1.1288436385802925, "total_loss": 0.6258379770442843} {"data_time": 0.012726007960736752, "eta_seconds": 9527.960244850256, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.21533437826541274, "fast_rcnn/fg_cls_accuracy": 0.7678356627334173, "iteration": 81819, "loss_box_reg": 0.2330078650265932, "loss_cls": 0.1626388682052493, "loss_mask": 0.2295012939721346, "loss_rpn_cls": 0.023040317522827536, "loss_rpn_loc": 0.06332096643745899, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008504741711905, "mask_rcnn/false_negative": 0.08781389448107788, "mask_rcnn/false_positive": 0.11519403369876072, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.1811989520210773, "total_loss": 0.7048392801661976} {"data_time": 0.011131799314171076, "eta_seconds": 9506.189466901124, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2484877946924367, "fast_rcnn/fg_cls_accuracy": 0.7200760061242345, "iteration": 81839, "loss_box_reg": 0.21165495365858078, "loss_cls": 0.16641869395971298, "loss_mask": 0.22511026263237, "loss_rpn_cls": 0.0190226937411353, "loss_rpn_loc": 0.06690382515080273, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8967980240530564, "mask_rcnn/false_negative": 0.08121145900238003, "mask_rcnn/false_positive": 0.11288420321662487, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1684637952130288, "total_loss": 0.6701594386831857} {"data_time": 0.012568445643410087, "eta_seconds": 9482.589543554932, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2303846153846154, "fast_rcnn/fg_cls_accuracy": 0.7397444777957363, "iteration": 81859, "loss_box_reg": 0.20284097362309694, "loss_cls": 0.14957686327397823, "loss_mask": 0.22694877348840237, "loss_rpn_cls": 0.022077503352193162, "loss_rpn_loc": 0.051483842893503606, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8972503355111722, "mask_rcnn/false_negative": 0.08471846020471205, "mask_rcnn/false_positive": 0.11053512339212085, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1671447565313429, "total_loss": 0.6513676004542504} {"data_time": 0.011510549345985055, "eta_seconds": 9459.290797747672, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.22508155973279478, "fast_rcnn/fg_cls_accuracy": 0.7439320388349515, "iteration": 81879, "loss_box_reg": 0.2025428544729948, "loss_cls": 0.14844595966860652, "loss_mask": 0.2315018642693758, "loss_rpn_cls": 0.017618605168536305, "loss_rpn_loc": 0.056942141614854336, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9058011692274521, "mask_rcnn/false_negative": 0.08156010224501199, "mask_rcnn/false_positive": 0.10101317873838866, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.1660556660499424, "total_loss": 0.6788778086192906} {"data_time": 0.0117326145991683, "eta_seconds": 9442.751756147482, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.30295245207866567, "fast_rcnn/fg_cls_accuracy": 0.6955090863828728, "iteration": 81899, "loss_box_reg": 0.21513858065009117, "loss_cls": 0.16708269901573658, "loss_mask": 0.22899852506816387, "loss_rpn_cls": 0.02032492950093001, "loss_rpn_loc": 0.058899010065943, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9013796253485589, "mask_rcnn/false_negative": 0.08701065281769849, "mask_rcnn/false_positive": 0.11064890965061272, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1722414151299745, "total_loss": 0.6918814968084916} {"data_time": 0.012243198929354548, "eta_seconds": 9420.35416578874, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25322698833211205, "fast_rcnn/fg_cls_accuracy": 0.7217403157451238, "iteration": 81919, "loss_box_reg": 0.20510472543537617, "loss_cls": 0.155994463711977, "loss_mask": 0.22621208988130093, "loss_rpn_cls": 0.01545562461251393, "loss_rpn_loc": 0.053399194963276386, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9047415493808387, "mask_rcnn/false_negative": 0.08139448393285988, "mask_rcnn/false_positive": 0.11546482705229402, "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": 1.1685236520133913, "total_loss": 0.6741556357592344} {"data_time": 0.011337818345054984, "eta_seconds": 9397.03645745758, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.23121400287976962, "fast_rcnn/fg_cls_accuracy": 0.7518475015905643, "iteration": 81939, "loss_box_reg": 0.2097944337874651, "loss_cls": 0.14894844125956297, "loss_mask": 0.21878498792648315, "loss_rpn_cls": 0.021782687748782337, "loss_rpn_loc": 0.059234966174699366, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9047086190644811, "mask_rcnn/false_negative": 0.08547834219544267, "mask_rcnn/false_positive": 0.10725348115796474, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1742783235386014, "total_loss": 0.6501277724164538} {"data_time": 0.013383101904764771, "eta_seconds": 9374.661600273103, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.252732604638763, "fast_rcnn/fg_cls_accuracy": 0.7215450879765396, "iteration": 81959, "loss_box_reg": 0.20129020884633064, "loss_cls": 0.15181932738050818, "loss_mask": 0.22410051710903645, "loss_rpn_cls": 0.016979487612843513, "loss_rpn_loc": 0.06297544110566378, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9047323037122311, "mask_rcnn/false_negative": 0.08457239336792505, "mask_rcnn/false_positive": 0.10785942989206203, "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": 1.1667085934896022, "total_loss": 0.663073813833762} {"data_time": 0.013142843963578343, "eta_seconds": 9350.096902153455, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2455674852935127, "fast_rcnn/fg_cls_accuracy": 0.7264775285470177, "iteration": 81979, "loss_box_reg": 0.18624283466488123, "loss_cls": 0.14497211016714573, "loss_mask": 0.21348501928150654, "loss_rpn_cls": 0.01623463717987761, "loss_rpn_loc": 0.06254813156556338, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9141661408996797, "mask_rcnn/false_negative": 0.079808812871978, "mask_rcnn/false_positive": 0.09448194187336656, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1725875481497496, "total_loss": 0.6223255182267167} {"data_time": 0.012327117845416069, "eta_seconds": 9321.824204176664, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2321806973608168, "fast_rcnn/fg_cls_accuracy": 0.7516712432534798, "iteration": 81999, "loss_box_reg": 0.21547056920826435, "loss_cls": 0.16471266467124224, "loss_mask": 0.22274274192750454, "loss_rpn_cls": 0.01802880025934428, "loss_rpn_loc": 0.054858081275597215, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9115479315575543, "mask_rcnn/false_negative": 0.0761581962215207, "mask_rcnn/false_positive": 0.09335250585021385, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.1671355571597815, "total_loss": 0.6831489750766195} {"data_time": 0.013212331105023623, "eta_seconds": 9296.287277871743, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23973727422003283, "fast_rcnn/fg_cls_accuracy": 0.742671009771987, "iteration": 82019, "loss_box_reg": 0.22233866155147552, "loss_cls": 0.17640189360827208, "loss_mask": 0.22793803364038467, "loss_rpn_cls": 0.020575239090248942, "loss_rpn_loc": 0.06801724433898926, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9065113171514453, "mask_rcnn/false_negative": 0.08513947349179599, "mask_rcnn/false_positive": 0.11207749146762944, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.1688986450899392, "total_loss": 0.710520826978609} {"data_time": 0.012425858527421951, "eta_seconds": 9272.60521187447, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.18867052487742142, "fast_rcnn/fg_cls_accuracy": 0.7746313246885329, "iteration": 82039, "loss_box_reg": 0.20607251673936844, "loss_cls": 0.15266319643706083, "loss_mask": 0.2189337257295847, "loss_rpn_cls": 0.018045607372187078, "loss_rpn_loc": 0.0640863364096731, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9058151006397983, "mask_rcnn/false_negative": 0.09608133294203192, "mask_rcnn/false_positive": 0.10495724752641482, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.1549161993898451, "total_loss": 0.6529291387996636} {"data_time": 0.01226036949083209, "eta_seconds": 9249.30720882956, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.258008008008008, "fast_rcnn/fg_cls_accuracy": 0.7349894610057212, "iteration": 82059, "loss_box_reg": 0.22520380653440952, "loss_cls": 0.17237098049372435, "loss_mask": 0.2294770758599043, "loss_rpn_cls": 0.022273603884968907, "loss_rpn_loc": 0.06985936383716762, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034017370801477, "mask_rcnn/false_negative": 0.08636507554750851, "mask_rcnn/false_positive": 0.10217747746505393, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.166237436933443, "total_loss": 0.7151551241404377} {"data_time": 0.010981377214193344, "eta_seconds": 9224.39523210749, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2473021582733813, "fast_rcnn/fg_cls_accuracy": 0.7308373889123995, "iteration": 82079, "loss_box_reg": 0.1941015375778079, "loss_cls": 0.1399212060496211, "loss_mask": 0.21675731800496578, "loss_rpn_cls": 0.019690801273100078, "loss_rpn_loc": 0.05114564555697143, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8896229335835117, "mask_rcnn/false_negative": 0.09193843939844258, "mask_rcnn/false_positive": 0.11796729713873733, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.159462057519704, "total_loss": 0.6257745714392513} {"data_time": 0.012199917575344443, "eta_seconds": 9203.091415436938, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.21509487397337865, "fast_rcnn/fg_cls_accuracy": 0.7584801415437386, "iteration": 82099, "loss_box_reg": 0.21156125143170357, "loss_cls": 0.15401131846010685, "loss_mask": 0.21855335868895054, "loss_rpn_cls": 0.019983117002993822, "loss_rpn_loc": 0.06514630722813308, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049472810010034, "mask_rcnn/false_negative": 0.09381855788338217, "mask_rcnn/false_positive": 0.10469900568386996, "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": 1.1663929880596697, "total_loss": 0.6637800536700524} {"data_time": 0.011800386942923069, "eta_seconds": 9179.792449828237, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26641391614629795, "fast_rcnn/fg_cls_accuracy": 0.7226353198469109, "iteration": 82119, "loss_box_reg": 0.18344255536794662, "loss_cls": 0.1479931976646185, "loss_mask": 0.21301612444221973, "loss_rpn_cls": 0.018745185661828145, "loss_rpn_loc": 0.049727730453014374, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9010512974887079, "mask_rcnn/false_negative": 0.08711980014889453, "mask_rcnn/false_positive": 0.11109560371876998, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.1613270554225892, "total_loss": 0.6163462490949314} {"data_time": 0.011914517497643828, "eta_seconds": 9157.261385531165, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.26005386926344143, "fast_rcnn/fg_cls_accuracy": 0.7062538071065989, "iteration": 82139, "loss_box_reg": 0.21913772635161877, "loss_cls": 0.17879541590809822, "loss_mask": 0.2232690379023552, "loss_rpn_cls": 0.020939382797223516, "loss_rpn_loc": 0.06074564764276147, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8982985226601319, "mask_rcnn/false_negative": 0.08470431381393348, "mask_rcnn/false_positive": 0.10578747290663815, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1719640684314072, "total_loss": 0.7229042202234268} {"data_time": 0.012237794697284698, "eta_seconds": 9134.60228484124, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.23440535290308656, "fast_rcnn/fg_cls_accuracy": 0.7327315541601256, "iteration": 82159, "loss_box_reg": 0.20949526969343424, "loss_cls": 0.15544098988175392, "loss_mask": 0.22576062940061092, "loss_rpn_cls": 0.01666641386691481, "loss_rpn_loc": 0.05995901953428984, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970531744674614, "mask_rcnn/false_negative": 0.0946054359455871, "mask_rcnn/false_positive": 0.11156818208329364, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1763377184979618, "total_loss": 0.6513011852512136} {"data_time": 0.011781813343986869, "eta_seconds": 9111.674162275158, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.2724201474201474, "fast_rcnn/fg_cls_accuracy": 0.7239208633093526, "iteration": 82179, "loss_box_reg": 0.2186670619994402, "loss_cls": 0.1664849054068327, "loss_mask": 0.22412467002868652, "loss_rpn_cls": 0.02150095032993704, "loss_rpn_loc": 0.0684617031365633, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8969435783858064, "mask_rcnn/false_negative": 0.08980749899509939, "mask_rcnn/false_positive": 0.1104179181076796, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1648585759103298, "total_loss": 0.6917940467246808} {"data_time": 0.011766007170081139, "eta_seconds": 9093.0202096235, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23976085114396006, "fast_rcnn/fg_cls_accuracy": 0.7348070462572143, "iteration": 82199, "loss_box_reg": 0.19200842082500458, "loss_cls": 0.14866531640291214, "loss_mask": 0.22903949581086636, "loss_rpn_cls": 0.01755542711180169, "loss_rpn_loc": 0.05822303844615817, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8986291967035571, "mask_rcnn/false_negative": 0.08271222072702582, "mask_rcnn/false_positive": 0.11459486547496664, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1705443437676877, "total_loss": 0.6523018141160719} {"data_time": 0.011884110514074564, "eta_seconds": 9067.71940169856, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.23581595663307725, "fast_rcnn/fg_cls_accuracy": 0.7457181815158469, "iteration": 82219, "loss_box_reg": 0.19527638144791126, "loss_cls": 0.1515299379825592, "loss_mask": 0.22116984613239765, "loss_rpn_cls": 0.0156642863585148, "loss_rpn_loc": 0.06332708115223795, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8994180379694783, "mask_rcnn/false_negative": 0.09046724434128067, "mask_rcnn/false_positive": 0.11601412520481288, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1728411868680269, "total_loss": 0.6542445287341252} {"data_time": 0.011560691054910421, "eta_seconds": 9044.409069046378, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2604779411764706, "fast_rcnn/fg_cls_accuracy": 0.7100038925652005, "iteration": 82239, "loss_box_reg": 0.22354033030569553, "loss_cls": 0.16315598599612713, "loss_mask": 0.22968724556267262, "loss_rpn_cls": 0.02144255256280303, "loss_rpn_loc": 0.06035020109266043, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.898010624789646, "mask_rcnn/false_negative": 0.09619619190221755, "mask_rcnn/false_positive": 0.1173748383339294, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1723024575039744, "total_loss": 0.7090664725837996} {"data_time": 0.011169130681082606, "eta_seconds": 9023.953124159016, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.20654055390702275, "fast_rcnn/fg_cls_accuracy": 0.7785459342023588, "iteration": 82259, "loss_box_reg": 0.22574754524976015, "loss_cls": 0.1636937903240323, "loss_mask": 0.23523701913654804, "loss_rpn_cls": 0.019655433832667768, "loss_rpn_loc": 0.05542154493741691, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026503406025419, "mask_rcnn/false_negative": 0.07722916690837853, "mask_rcnn/false_positive": 0.12044987783326003, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.169813280692324, "total_loss": 0.6982708957948489} {"data_time": 0.011525337118655443, "eta_seconds": 9003.241995265707, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.251680471487735, "fast_rcnn/fg_cls_accuracy": 0.7158868030260577, "iteration": 82279, "loss_box_reg": 0.22553127817809582, "loss_cls": 0.17411716654896736, "loss_mask": 0.227259311825037, "loss_rpn_cls": 0.024605550803244114, "loss_rpn_loc": 0.060584255668800324, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.907972465928043, "mask_rcnn/false_negative": 0.07784804803119359, "mask_rcnn/false_positive": 0.1066436452310372, "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": 1.170636348426342, "total_loss": 0.7072795587591827} {"data_time": 0.012091764947399497, "eta_seconds": 8979.528750199825, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2724327508344787, "fast_rcnn/fg_cls_accuracy": 0.7097900431352924, "iteration": 82299, "loss_box_reg": 0.20614061504602432, "loss_cls": 0.1562799559906125, "loss_mask": 0.2224393393844366, "loss_rpn_cls": 0.015777520806295797, "loss_rpn_loc": 0.0569559196010232, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9048081466977115, "mask_rcnn/false_negative": 0.08017121983712097, "mask_rcnn/false_positive": 0.10520627448093656, "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": 1.1587910170201212, "total_loss": 0.6763252242817543} {"data_time": 0.012413475196808577, "eta_seconds": 8954.660019278526, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24504950495049505, "fast_rcnn/fg_cls_accuracy": 0.7537128712871287, "iteration": 82319, "loss_box_reg": 0.2057663956657052, "loss_cls": 0.15692507568746805, "loss_mask": 0.22854609787464142, "loss_rpn_cls": 0.02286149002611637, "loss_rpn_loc": 0.06075090519152582, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015328217901334, "mask_rcnn/false_negative": 0.08328217944632435, "mask_rcnn/false_positive": 0.11541328302871448, "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": 1.1402521934360266, "total_loss": 0.694217475829646} {"data_time": 0.011579090496525168, "eta_seconds": 8932.881847601384, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23806953543776055, "fast_rcnn/fg_cls_accuracy": 0.7359537625495072, "iteration": 82339, "loss_box_reg": 0.21785490028560162, "loss_cls": 0.172251186799258, "loss_mask": 0.22304650023579597, "loss_rpn_cls": 0.018141512264264748, "loss_rpn_loc": 0.051617168355733156, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9115298076987712, "mask_rcnn/false_negative": 0.0854751119643922, "mask_rcnn/false_positive": 0.09208807944169864, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1723952230531722, "total_loss": 0.6931573813781142} {"data_time": 0.012132235337048769, "eta_seconds": 8910.87067546323, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21770499312872194, "fast_rcnn/fg_cls_accuracy": 0.7772844272844273, "iteration": 82359, "loss_box_reg": 0.200180159881711, "loss_cls": 0.15059770084917545, "loss_mask": 0.21801891922950745, "loss_rpn_cls": 0.018210031805210747, "loss_rpn_loc": 0.05726895132102072, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9115198372695852, "mask_rcnn/false_negative": 0.08527446767931984, "mask_rcnn/false_positive": 0.08901564113215465, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1736548321787268, "total_loss": 0.6454382336814888} {"data_time": 0.01295549375936389, "eta_seconds": 8888.513894118369, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.197220344256116, "fast_rcnn/fg_cls_accuracy": 0.8006198285300611, "iteration": 82379, "loss_box_reg": 0.2109783012419939, "loss_cls": 0.14969627279788256, "loss_mask": 0.21822250075638294, "loss_rpn_cls": 0.018115897197276354, "loss_rpn_loc": 0.05067490320652723, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9071904709910779, "mask_rcnn/false_negative": 0.08373883054127723, "mask_rcnn/false_positive": 0.10577312935826166, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1601147504989058, "total_loss": 0.6506454824120738} {"data_time": 0.013570920564234257, "eta_seconds": 8866.769560892135, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2473776223776224, "fast_rcnn/fg_cls_accuracy": 0.7491258741258742, "iteration": 82399, "loss_box_reg": 0.22183047980070114, "loss_cls": 0.1650175133254379, "loss_mask": 0.2220299243927002, "loss_rpn_cls": 0.021594000980257988, "loss_rpn_loc": 0.0627353498712182, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9107877114661653, "mask_rcnn/false_negative": 0.08159037441637165, "mask_rcnn/false_positive": 0.09482707682495314, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.164257088676095, "total_loss": 0.7173518164781854} {"data_time": 0.013107360573485494, "eta_seconds": 8843.91263211146, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2551891183670655, "fast_rcnn/fg_cls_accuracy": 0.7296292570892113, "iteration": 82419, "loss_box_reg": 0.2176814042031765, "loss_cls": 0.16448515467345715, "loss_mask": 0.22095592692494392, "loss_rpn_cls": 0.02039600466378033, "loss_rpn_loc": 0.06363962357863784, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008959001838492, "mask_rcnn/false_negative": 0.08554659665856591, "mask_rcnn/false_positive": 0.10056478828873243, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1629436169750988, "total_loss": 0.7049495771061629} {"data_time": 0.011641314020380378, "eta_seconds": 8818.968933708966, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2526014372470651, "fast_rcnn/fg_cls_accuracy": 0.7397510804220286, "iteration": 82439, "loss_box_reg": 0.21073861420154572, "loss_cls": 0.15696188062429428, "loss_mask": 0.22166753374040127, "loss_rpn_cls": 0.018716730759479105, "loss_rpn_loc": 0.06716900691390038, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9010096655107528, "mask_rcnn/false_negative": 0.08952774335047264, "mask_rcnn/false_positive": 0.1095577826891342, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.1325283367186785, "total_loss": 0.6874409925367218} {"data_time": 0.012475046562030911, "eta_seconds": 8795.196162946522, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25099988339552237, "fast_rcnn/fg_cls_accuracy": 0.7408024811009886, "iteration": 82459, "loss_box_reg": 0.20920953154563904, "loss_cls": 0.15955799352377653, "loss_mask": 0.23080052435398102, "loss_rpn_cls": 0.020350178761873394, "loss_rpn_loc": 0.059895435348153114, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8917553753006133, "mask_rcnn/false_negative": 0.08538010806422759, "mask_rcnn/false_positive": 0.13038362383074698, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1689723960589617, "total_loss": 0.6926207356154919} {"data_time": 0.01237715850584209, "eta_seconds": 8772.3077224195, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2752745040880634, "fast_rcnn/fg_cls_accuracy": 0.7182285464494054, "iteration": 82479, "loss_box_reg": 0.2155646961182356, "loss_cls": 0.154676616191864, "loss_mask": 0.22968227788805962, "loss_rpn_cls": 0.019790119724348187, "loss_rpn_loc": 0.0656623417744413, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9033546741345226, "mask_rcnn/false_negative": 0.09228624572855443, "mask_rcnn/false_positive": 0.1103719164617267, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1631968275178224, "total_loss": 0.6872182654915377} {"data_time": 0.012906929478049278, "eta_seconds": 8750.10154035408, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2216802562609202, "fast_rcnn/fg_cls_accuracy": 0.7333269206104912, "iteration": 82499, "loss_box_reg": 0.2247271090745926, "loss_cls": 0.1644410965964198, "loss_mask": 0.21754222363233566, "loss_rpn_cls": 0.022221689578145742, "loss_rpn_loc": 0.06768990168347955, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9142208873250732, "mask_rcnn/false_negative": 0.07604937215198063, "mask_rcnn/false_positive": 0.10751751972621283, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1736183711327612, "total_loss": 0.7122873999760486} {"data_time": 0.012008290039375424, "eta_seconds": 8725.082587981597, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.24857954545454547, "fast_rcnn/fg_cls_accuracy": 0.7477439839572193, "iteration": 82519, "loss_box_reg": 0.2119622491300106, "loss_cls": 0.14861315861344337, "loss_mask": 0.2217682283371687, "loss_rpn_cls": 0.022546289110323414, "loss_rpn_loc": 0.07147157611325383, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003874985869729, "mask_rcnn/false_negative": 0.08802296660061562, "mask_rcnn/false_positive": 0.1218857206966267, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1651719869114459, "total_loss": 0.6803417875198647} {"data_time": 0.012047368101775646, "eta_seconds": 8701.878431774676, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23238999565568175, "fast_rcnn/fg_cls_accuracy": 0.7594799230435052, "iteration": 82539, "loss_box_reg": 0.2165974760428071, "loss_cls": 0.15270011965185404, "loss_mask": 0.21524935588240623, "loss_rpn_cls": 0.02365267786080949, "loss_rpn_loc": 0.0677470313385129, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005403144061173, "mask_rcnn/false_negative": 0.09199423741903359, "mask_rcnn/false_positive": 0.09418289919476774, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.1687952685169876, "total_loss": 0.6735287929186597} {"data_time": 0.011940993601456285, "eta_seconds": 8682.260274197906, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.25592095659789804, "fast_rcnn/fg_cls_accuracy": 0.7109375, "iteration": 82559, "loss_box_reg": 0.22337476909160614, "loss_cls": 0.16620472818613052, "loss_mask": 0.22676949575543404, "loss_rpn_cls": 0.023001901688985527, "loss_rpn_loc": 0.06674813665449619, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8999806135331054, "mask_rcnn/false_negative": 0.08222898590212488, "mask_rcnn/false_positive": 0.10795168723719738, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1734169539995492, "total_loss": 0.7051654542447068} {"data_time": 0.011802684515714645, "eta_seconds": 8658.920864858665, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.23745055735346998, "fast_rcnn/fg_cls_accuracy": 0.7456728354518409, "iteration": 82579, "loss_box_reg": 0.21095898747444153, "loss_cls": 0.1610266286879778, "loss_mask": 0.22252499870955944, "loss_rpn_cls": 0.0177559785079211, "loss_rpn_loc": 0.059089471120387316, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9017982353868487, "mask_rcnn/false_negative": 0.08619805480359813, "mask_rcnn/false_positive": 0.11309103059855626, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1716845543123782, "total_loss": 0.6733073353534564} {"data_time": 0.01166978059336543, "eta_seconds": 8636.566693335772, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.21969135802469136, "fast_rcnn/fg_cls_accuracy": 0.7693827160493827, "iteration": 82599, "loss_box_reg": 0.21895652450621128, "loss_cls": 0.15799807896837592, "loss_mask": 0.22137865982949734, "loss_rpn_cls": 0.02132564940256998, "loss_rpn_loc": 0.06211975822225213, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8976949932789366, "mask_rcnn/false_negative": 0.09260708030555541, "mask_rcnn/false_positive": 0.11768385428429332, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1668831198476255, "total_loss": 0.681329105165787} {"data_time": 0.0119829794857651, "eta_seconds": 8608.993482906371, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2684566798684994, "fast_rcnn/fg_cls_accuracy": 0.7086339095322354, "iteration": 82619, "loss_box_reg": 0.20651147235184908, "loss_cls": 0.15107314847409725, "loss_mask": 0.2201150245964527, "loss_rpn_cls": 0.01981196692213416, "loss_rpn_loc": 0.06629116251133382, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9039723836408264, "mask_rcnn/false_negative": 0.09433255632716114, "mask_rcnn/false_positive": 0.10143931878581719, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1563555870670825, "total_loss": 0.6692034732695902} {"data_time": 0.01163766859099269, "eta_seconds": 8584.660243988037, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2829202366381069, "fast_rcnn/fg_cls_accuracy": 0.7106875079425594, "iteration": 82639, "loss_box_reg": 0.22257479466497898, "loss_cls": 0.1664836434647441, "loss_mask": 0.22480721026659012, "loss_rpn_cls": 0.018364625808317214, "loss_rpn_loc": 0.059225901728495955, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.896076056521474, "mask_rcnn/false_negative": 0.08633902744485339, "mask_rcnn/false_positive": 0.1037947817443622, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1535731642507017, "total_loss": 0.7030319764162414} {"data_time": 0.012227724539116025, "eta_seconds": 8561.778903179802, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2689828044317441, "fast_rcnn/fg_cls_accuracy": 0.7293778513059608, "iteration": 82659, "loss_box_reg": 0.20484264194965363, "loss_cls": 0.16117697581648827, "loss_mask": 0.22851837426424026, "loss_rpn_cls": 0.020195468212477863, "loss_rpn_loc": 0.06496856082230806, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9019869966452038, "mask_rcnn/false_negative": 0.09568703601564474, "mask_rcnn/false_positive": 0.10390716095678519, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1800791325513273, "total_loss": 0.6673444787738845} {"data_time": 0.011355773312970996, "eta_seconds": 8540.446103001013, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.20854863088333508, "fast_rcnn/fg_cls_accuracy": 0.7685627607129313, "iteration": 82679, "loss_box_reg": 0.2076193168759346, "loss_cls": 0.15601537190377712, "loss_mask": 0.22542125545442104, "loss_rpn_cls": 0.01930501777678728, "loss_rpn_loc": 0.05267956480383873, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9045329366902625, "mask_rcnn/false_negative": 0.089278125351683, "mask_rcnn/false_positive": 0.10565615362903422, "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": 1.163618667051196, "total_loss": 0.6655201307730749} {"data_time": 0.011911848094314337, "eta_seconds": 8517.9030043073, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.21655677655677658, "fast_rcnn/fg_cls_accuracy": 0.7504329004329005, "iteration": 82699, "loss_box_reg": 0.20342848170548677, "loss_cls": 0.15436236839741468, "loss_mask": 0.22165721468627453, "loss_rpn_cls": 0.01893051393562928, "loss_rpn_loc": 0.05771583039313555, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034187254028669, "mask_rcnn/false_negative": 0.08684088644482221, "mask_rcnn/false_positive": 0.1019989973724571, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.158303676173091, "total_loss": 0.6606511473073624} {"data_time": 0.011986640747636557, "eta_seconds": 8495.544999483973, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.250633608815427, "fast_rcnn/fg_cls_accuracy": 0.7174804816726215, "iteration": 82719, "loss_box_reg": 0.20108232740312815, "loss_cls": 0.15163813810795546, "loss_mask": 0.22645342722535133, "loss_rpn_cls": 0.018975980317918584, "loss_rpn_loc": 0.0580418617464602, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8971802807417384, "mask_rcnn/false_negative": 0.09076356872994744, "mask_rcnn/false_positive": 0.1158007830038168, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1716712350025773, "total_loss": 0.6764701253850944} {"data_time": 0.012486268300563097, "eta_seconds": 8468.670524703339, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2522103367352508, "fast_rcnn/fg_cls_accuracy": 0.7387787816962985, "iteration": 82739, "loss_box_reg": 0.22077670693397522, "loss_cls": 0.1610857890918851, "loss_mask": 0.22565100342035294, "loss_rpn_cls": 0.02133841160684824, "loss_rpn_loc": 0.05703234765678644, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9030738374664039, "mask_rcnn/false_negative": 0.08891695951978007, "mask_rcnn/false_positive": 0.10265519699357827, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.1580625781789422, "total_loss": 0.7054838392650709} {"data_time": 0.012861634138971567, "eta_seconds": 8445.765426177531, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2262521343198634, "fast_rcnn/fg_cls_accuracy": 0.7640616331716745, "iteration": 82759, "loss_box_reg": 0.2048992495983839, "loss_cls": 0.1554944822564721, "loss_mask": 0.22673199512064457, "loss_rpn_cls": 0.019582711393013597, "loss_rpn_loc": 0.06104438565671444, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9017320746864146, "mask_rcnn/false_negative": 0.09552083998105979, "mask_rcnn/false_positive": 0.1143128930241328, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1617309723515064, "total_loss": 0.6752293610479683} {"data_time": 0.012452546507120132, "eta_seconds": 8422.011182969436, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22202515545505935, "fast_rcnn/fg_cls_accuracy": 0.7524245557032442, "iteration": 82779, "loss_box_reg": 0.22244827821850777, "loss_cls": 0.15399299375712872, "loss_mask": 0.22288778237998486, "loss_rpn_cls": 0.019078168901614845, "loss_rpn_loc": 0.06088661903049797, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9056324610849926, "mask_rcnn/false_negative": 0.0759995894945453, "mask_rcnn/false_positive": 0.10603958743286498, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1758661984931678, "total_loss": 0.6698146826602169} {"data_time": 0.012827982660382986, "eta_seconds": 8401.715608499944, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.20975648323845666, "fast_rcnn/fg_cls_accuracy": 0.7086442786069652, "iteration": 82799, "loss_box_reg": 0.20015293173491955, "loss_cls": 0.155055598821491, "loss_mask": 0.216123403981328, "loss_rpn_cls": 0.02082499700190965, "loss_rpn_loc": 0.07130157947540283, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9088176220443227, "mask_rcnn/false_negative": 0.0758760214745554, "mask_rcnn/false_positive": 0.10460536607069623, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1709042098373175, "total_loss": 0.6748352473950945} {"data_time": 0.013642486184835434, "eta_seconds": 8375.351841235533, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2684395090590298, "fast_rcnn/fg_cls_accuracy": 0.724780829924021, "iteration": 82819, "loss_box_reg": 0.19750311691313982, "loss_cls": 0.14535956038162112, "loss_mask": 0.22657677344977856, "loss_rpn_cls": 0.020064457261469215, "loss_rpn_loc": 0.05475763604044914, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8931403616944703, "mask_rcnn/false_negative": 0.08985227508363913, "mask_rcnn/false_positive": 0.11252380257859082, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1631700294092298, "total_loss": 0.6366008570184931} {"data_time": 0.012188141234219074, "eta_seconds": 8352.022170368582, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.23709969881369475, "fast_rcnn/fg_cls_accuracy": 0.7502978202775363, "iteration": 82839, "loss_box_reg": 0.23077977914363146, "loss_cls": 0.1682473812252283, "loss_mask": 0.23007626459002495, "loss_rpn_cls": 0.020678952569141984, "loss_rpn_loc": 0.05759380431845784, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8985395981569451, "mask_rcnn/false_negative": 0.10601655137200984, "mask_rcnn/false_positive": 0.10478040534606418, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1746861848514527, "total_loss": 0.7126592320710188} {"data_time": 0.012470684479922056, "eta_seconds": 8326.692878650501, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.20596495640509727, "fast_rcnn/fg_cls_accuracy": 0.7628492040679451, "iteration": 82859, "loss_box_reg": 0.20328485779464245, "loss_cls": 0.15190065745264292, "loss_mask": 0.21870231814682484, "loss_rpn_cls": 0.019413258763961494, "loss_rpn_loc": 0.05547668633516878, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9032652760613882, "mask_rcnn/false_negative": 0.08860044507327036, "mask_rcnn/false_positive": 0.11276895478883575, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.15592872351408, "total_loss": 0.6663109825458378} {"data_time": 0.011602557497099042, "eta_seconds": 8303.009310048074, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2282680325904625, "fast_rcnn/fg_cls_accuracy": 0.7383749690823646, "iteration": 82879, "loss_box_reg": 0.19766752514988184, "loss_cls": 0.1400549402460456, "loss_mask": 0.2254734616726637, "loss_rpn_cls": 0.022366697783581913, "loss_rpn_loc": 0.06092737277504057, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9136397146999825, "mask_rcnn/false_negative": 0.08358233341598197, "mask_rcnn/false_positive": 0.10411100279126842, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1609419116284698, "total_loss": 0.6316185583054903} {"data_time": 0.012328677577897906, "eta_seconds": 8278.336732415482, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2248919399949148, "fast_rcnn/fg_cls_accuracy": 0.7408564791019921, "iteration": 82899, "loss_box_reg": 0.20948228426277637, "loss_cls": 0.15037296246737242, "loss_mask": 0.22297883592545986, "loss_rpn_cls": 0.02119966736063361, "loss_rpn_loc": 0.07167116523487493, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015398658199377, "mask_rcnn/false_negative": 0.09167122539397421, "mask_rcnn/false_positive": 0.11540224930766746, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1574801865499467, "total_loss": 0.6890561055624858} {"data_time": 0.013115932466462255, "eta_seconds": 8254.259990667924, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2515126944270071, "fast_rcnn/fg_cls_accuracy": 0.7263017674064559, "iteration": 82919, "loss_box_reg": 0.2171718943864107, "loss_cls": 0.15759789664298296, "loss_mask": 0.2159527074545622, "loss_rpn_cls": 0.01875919770100154, "loss_rpn_loc": 0.060113952262327075, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9150800216428232, "mask_rcnn/false_negative": 0.08379039540522025, "mask_rcnn/false_positive": 0.09611514795991632, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1683122562244534, "total_loss": 0.6652386883069994} {"data_time": 0.012695952551439404, "eta_seconds": 8228.751822584309, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.31509059319930505, "fast_rcnn/fg_cls_accuracy": 0.6774037842708199, "iteration": 82939, "loss_box_reg": 0.22332969680428505, "loss_cls": 0.17674287408590317, "loss_mask": 0.23240426741540432, "loss_rpn_cls": 0.023346144589595497, "loss_rpn_loc": 0.06391013413667679, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8969994836427504, "mask_rcnn/false_negative": 0.09212145094497537, "mask_rcnn/false_positive": 0.11138352134737903, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1578128829132766, "total_loss": 0.7317002160125412} {"data_time": 0.011647602077573538, "eta_seconds": 8206.536967754364, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2000789612212669, "fast_rcnn/fg_cls_accuracy": 0.773998184144278, "iteration": 82959, "loss_box_reg": 0.2034443486481905, "loss_cls": 0.1527397008612752, "loss_mask": 0.21409088745713234, "loss_rpn_cls": 0.021587342373095453, "loss_rpn_loc": 0.0613714880309999, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9178003531889656, "mask_rcnn/false_negative": 0.07356341639095482, "mask_rcnn/false_positive": 0.08283358014367892, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.16952885244973, "total_loss": 0.6611526247361326} {"data_time": 0.011923821177333593, "eta_seconds": 8184.00559569709, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2339555130133552, "fast_rcnn/fg_cls_accuracy": 0.7575073379995485, "iteration": 82979, "loss_box_reg": 0.20389347150921822, "loss_cls": 0.15536255855113268, "loss_mask": 0.2172304429113865, "loss_rpn_cls": 0.0181908757367637, "loss_rpn_loc": 0.05891133728437126, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9012721324453883, "mask_rcnn/false_negative": 0.07887243117432069, "mask_rcnn/false_positive": 0.10291651525857302, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.176929735345766, "total_loss": 0.6480215164483525} {"data_time": 0.011535619618371129, "eta_seconds": 8160.9915161971, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.20888804580257986, "fast_rcnn/fg_cls_accuracy": 0.7859544875771328, "iteration": 82999, "loss_box_reg": 0.21383963618427515, "loss_cls": 0.1597814206033945, "loss_mask": 0.2234953586012125, "loss_rpn_cls": 0.017774741631001234, "loss_rpn_loc": 0.05973073304630816, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092803780031429, "mask_rcnn/false_negative": 0.07952161628928338, "mask_rcnn/false_positive": 0.09963770183318044, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1666662180796266, "total_loss": 0.6929076431551948} {"data_time": 0.011846971465274692, "eta_seconds": 8138.895089426078, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7178191489361703, "iteration": 83019, "loss_box_reg": 0.20720728486776352, "loss_cls": 0.15239795204252005, "loss_mask": 0.21636606752872467, "loss_rpn_cls": 0.019237076223362237, "loss_rpn_loc": 0.0664850554894656, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007786588586941, "mask_rcnn/false_negative": 0.08822640081424099, "mask_rcnn/false_positive": 0.10816087197073057, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.170426752883941, "total_loss": 0.6699229289661162} {"data_time": 0.012384075904265046, "eta_seconds": 8116.2035906128585, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2094393714164366, "fast_rcnn/fg_cls_accuracy": 0.7682888540031397, "iteration": 83039, "loss_box_reg": 0.18189355079084635, "loss_cls": 0.14134750701487064, "loss_mask": 0.22151676937937737, "loss_rpn_cls": 0.018256413750350475, "loss_rpn_loc": 0.053940667770802975, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9108905101095702, "mask_rcnn/false_negative": 0.07796714823607506, "mask_rcnn/false_positive": 0.09658718870671969, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1520547110121697, "total_loss": 0.6186112644209061} {"data_time": 0.012980298837646842, "eta_seconds": 8093.753157076426, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2497934436587203, "fast_rcnn/fg_cls_accuracy": 0.7355341974763097, "iteration": 83059, "loss_box_reg": 0.21006845775991678, "loss_cls": 0.16348476521670818, "loss_mask": 0.22166483104228973, "loss_rpn_cls": 0.02111128973774612, "loss_rpn_loc": 0.06853823410347104, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9102495026525199, "mask_rcnn/false_negative": 0.08383630287642804, "mask_rcnn/false_positive": 0.10299750540469821, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.176219966961071, "total_loss": 0.6995195336639881} {"data_time": 0.011950730113312602, "eta_seconds": 8070.428220024332, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25332709989091473, "fast_rcnn/fg_cls_accuracy": 0.7342621259029928, "iteration": 83079, "loss_box_reg": 0.2144791316241026, "loss_cls": 0.15375417447648942, "loss_mask": 0.22070865891873837, "loss_rpn_cls": 0.017881818173918873, "loss_rpn_loc": 0.053851553704589605, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9010239383569743, "mask_rcnn/false_negative": 0.08582860233802683, "mask_rcnn/false_positive": 0.09832705623367544, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1389125206042081, "total_loss": 0.6641276391164865} {"data_time": 0.011729656951501966, "eta_seconds": 8046.236318279989, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30353457172342624, "fast_rcnn/fg_cls_accuracy": 0.6926311891663139, "iteration": 83099, "loss_box_reg": 0.23442620784044266, "loss_cls": 0.1840451625175774, "loss_mask": 0.22757415659725666, "loss_rpn_cls": 0.019137286581099033, "loss_rpn_loc": 0.06436331663280725, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.89548656101064, "mask_rcnn/false_negative": 0.08700360951287284, "mask_rcnn/false_positive": 0.10879780828664769, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1573119589593261, "total_loss": 0.7412527160195168} {"data_time": 0.012157636228948832, "eta_seconds": 8023.132591731846, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2368033684787074, "fast_rcnn/fg_cls_accuracy": 0.7432553041572065, "iteration": 83119, "loss_box_reg": 0.2081981198862195, "loss_cls": 0.15308707673102617, "loss_mask": 0.2144165989011526, "loss_rpn_cls": 0.020008196763228625, "loss_rpn_loc": 0.06432022294029593, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049876425604706, "mask_rcnn/false_negative": 0.07472245324969429, "mask_rcnn/false_positive": 0.11621175690774081, "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": 1.166650600032881, "total_loss": 0.6608588884701021} {"data_time": 0.012489965418353677, "eta_seconds": 8000.465210713446, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.28890518084066474, "fast_rcnn/fg_cls_accuracy": 0.6870503356602209, "iteration": 83139, "loss_box_reg": 0.2136340718716383, "loss_cls": 0.15599812101572752, "loss_mask": 0.22233320400118828, "loss_rpn_cls": 0.018466725363396108, "loss_rpn_loc": 0.06060847011394799, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8948043915815527, "mask_rcnn/false_negative": 0.10091125546277914, "mask_rcnn/false_positive": 0.09965118978155593, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1824616370722651, "total_loss": 0.6813751141889952} {"data_time": 0.012073169695213437, "eta_seconds": 7975.017582373694, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.20779011513784312, "fast_rcnn/fg_cls_accuracy": 0.7604234920853881, "iteration": 83159, "loss_box_reg": 0.204544298350811, "loss_cls": 0.1579443933442235, "loss_mask": 0.21506893262267113, "loss_rpn_cls": 0.018860560674511362, "loss_rpn_loc": 0.05677289795130491, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.906225638422565, "mask_rcnn/false_negative": 0.07944623676010024, "mask_rcnn/false_positive": 0.1103248833887581, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1592151841614395, "total_loss": 0.6591688093321864} {"data_time": 0.012417098507285118, "eta_seconds": 7952.480905181728, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24347854655365003, "fast_rcnn/fg_cls_accuracy": 0.7452569533984159, "iteration": 83179, "loss_box_reg": 0.20843556243926287, "loss_cls": 0.14882000908255577, "loss_mask": 0.21978412754833698, "loss_rpn_cls": 0.02142380061559379, "loss_rpn_loc": 0.0658472718205303, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901694498754467, "mask_rcnn/false_negative": 0.0869034954069712, "mask_rcnn/false_positive": 0.10221196973651017, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.163138979813084, "total_loss": 0.6647478030790808} {"data_time": 0.013656427385285497, "eta_seconds": 7930.490296334028, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20188879747703276, "fast_rcnn/fg_cls_accuracy": 0.7573576692882228, "iteration": 83199, "loss_box_reg": 0.20700818113982677, "loss_cls": 0.15736149717122316, "loss_mask": 0.23253324814140797, "loss_rpn_cls": 0.01938453793991357, "loss_rpn_loc": 0.05637392355129123, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904434930446999, "mask_rcnn/false_negative": 0.09179981139181217, "mask_rcnn/false_positive": 0.11113893838150528, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.1751407929696143, "total_loss": 0.6859281493234448} {"data_time": 0.012087596347555518, "eta_seconds": 7905.061287791468, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.22432551968155684, "fast_rcnn/fg_cls_accuracy": 0.7513736263736264, "iteration": 83219, "loss_box_reg": 0.20361225120723248, "loss_cls": 0.15325442887842655, "loss_mask": 0.21883266419172287, "loss_rpn_cls": 0.013977107882965356, "loss_rpn_loc": 0.05156284593977034, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9077420837721268, "mask_rcnn/false_negative": 0.08875683701503195, "mask_rcnn/false_positive": 0.09150212526168838, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.1615527390968055, "total_loss": 0.6523072851123288} {"data_time": 0.011840716004371643, "eta_seconds": 7883.840353414416, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.24080599566103478, "fast_rcnn/fg_cls_accuracy": 0.7321290322580645, "iteration": 83239, "loss_box_reg": 0.21462277881801128, "loss_cls": 0.1705460948869586, "loss_mask": 0.22767409030348063, "loss_rpn_cls": 0.019567207345971838, "loss_rpn_loc": 0.07337506068870425, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9161934675655976, "mask_rcnn/false_negative": 0.07451756118357729, "mask_rcnn/false_positive": 0.09407193336928289, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1787960985675454, "total_loss": 0.7105113564175554} {"data_time": 0.01184615446254611, "eta_seconds": 7859.871172714047, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23610440125360782, "fast_rcnn/fg_cls_accuracy": 0.7516544088192408, "iteration": 83259, "loss_box_reg": 0.20928320288658142, "loss_cls": 0.15202030818909407, "loss_mask": 0.22668958455324173, "loss_rpn_cls": 0.01881634071469307, "loss_rpn_loc": 0.07038361905142665, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9094130007111569, "mask_rcnn/false_negative": 0.07766731930258816, "mask_rcnn/false_positive": 0.10533424746282677, "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": 1.1673181490041316, "total_loss": 0.6819757155608386} {"data_time": 0.011939320247620344, "eta_seconds": 7835.104993209243, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.23030497551888632, "fast_rcnn/fg_cls_accuracy": 0.7483627253718389, "iteration": 83279, "loss_box_reg": 0.21134589798748493, "loss_cls": 0.1553771235048771, "loss_mask": 0.22585343569517136, "loss_rpn_cls": 0.01938528780010529, "loss_rpn_loc": 0.06319721217732877, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8990598995369585, "mask_rcnn/false_negative": 0.09257268149309329, "mask_rcnn/false_positive": 0.10765398047566527, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1673240973614156, "total_loss": 0.6793850427784491} {"data_time": 0.012407948030158877, "eta_seconds": 7811.786228348501, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.25793469611385783, "fast_rcnn/fg_cls_accuracy": 0.7105660141570487, "iteration": 83299, "loss_box_reg": 0.20414340496063232, "loss_cls": 0.14842734951525927, "loss_mask": 0.23036104440689087, "loss_rpn_cls": 0.01932473882334307, "loss_rpn_loc": 0.06658196402713656, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8946209501705191, "mask_rcnn/false_negative": 0.09179967226198302, "mask_rcnn/false_positive": 0.11878810540820314, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1625101128593087, "total_loss": 0.6762874914711574} {"data_time": 0.013569703325629234, "eta_seconds": 7791.7036813963205, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.19813526542158588, "fast_rcnn/fg_cls_accuracy": 0.7865270755969158, "iteration": 83319, "loss_box_reg": 0.21846831124275923, "loss_cls": 0.15168842300772667, "loss_mask": 0.21789215877652168, "loss_rpn_cls": 0.018225329607957974, "loss_rpn_loc": 0.06166073097847402, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9137614801038842, "mask_rcnn/false_negative": 0.07109258747741848, "mask_rcnn/false_positive": 0.10974981612068611, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1675115681719035, "total_loss": 0.6513942971942015} {"data_time": 0.011148749385029078, "eta_seconds": 7765.912438197993, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.23698589191774272, "fast_rcnn/fg_cls_accuracy": 0.7553784130474619, "iteration": 83339, "loss_box_reg": 0.21089761890470982, "loss_cls": 0.15458659548312426, "loss_mask": 0.23079592362046242, "loss_rpn_cls": 0.021722269826568663, "loss_rpn_loc": 0.0656553196022287, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100925509353209, "mask_rcnn/false_negative": 0.08646871285083121, "mask_rcnn/false_positive": 0.08616627449556527, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.1602258200291544, "total_loss": 0.6898267549695447} {"data_time": 0.013353382470086217, "eta_seconds": 7741.829933766276, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.27537995761429, "fast_rcnn/fg_cls_accuracy": 0.7091423164183188, "iteration": 83359, "loss_box_reg": 0.23642990738153458, "loss_cls": 0.17375090718269348, "loss_mask": 0.23169368878006935, "loss_rpn_cls": 0.025198904681019485, "loss_rpn_loc": 0.06515996844973415, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8955783351735109, "mask_rcnn/false_negative": 0.0888888967920795, "mask_rcnn/false_positive": 0.12387816705880716, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 1.1803639899007976, "total_loss": 0.7442329903424252} {"data_time": 0.012960855616256595, "eta_seconds": 7722.589933783747, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25457144652507224, "fast_rcnn/fg_cls_accuracy": 0.7306012687321872, "iteration": 83379, "loss_box_reg": 0.22063469886779785, "loss_cls": 0.15575727075338364, "loss_mask": 0.22515969164669514, "loss_rpn_cls": 0.021182143653277308, "loss_rpn_loc": 0.05919891316443682, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8949679656345297, "mask_rcnn/false_negative": 0.09606841703377902, "mask_rcnn/false_positive": 0.11321752067662619, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1805727719329298, "total_loss": 0.6844159180182032} {"data_time": 0.011598421027883887, "eta_seconds": 7703.219335991889, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2154194288628251, "fast_rcnn/fg_cls_accuracy": 0.7641714877391361, "iteration": 83399, "loss_box_reg": 0.20300759747624397, "loss_cls": 0.15953968232497573, "loss_mask": 0.22097118943929672, "loss_rpn_cls": 0.02037575060967356, "loss_rpn_loc": 0.0630331439897418, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9085801899484832, "mask_rcnn/false_negative": 0.08013282502839927, "mask_rcnn/false_positive": 0.10089771195368438, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1816366605926305, "total_loss": 0.6445515753148356} {"data_time": 0.013306326465681195, "eta_seconds": 7678.507181494497, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.2100466221100931, "fast_rcnn/fg_cls_accuracy": 0.7801312599280996, "iteration": 83419, "loss_box_reg": 0.20745806582272053, "loss_cls": 0.15216526575386524, "loss_mask": 0.21611075662076473, "loss_rpn_cls": 0.021857692510820925, "loss_rpn_loc": 0.06341949687339365, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9096736458344805, "mask_rcnn/false_negative": 0.08460792717914006, "mask_rcnn/false_positive": 0.09378986881756912, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1648246203549206, "total_loss": 0.6504687947453931} {"data_time": 0.012489853659644723, "eta_seconds": 7658.309981711209, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2839784010499886, "fast_rcnn/fg_cls_accuracy": 0.7124158297192422, "iteration": 83439, "loss_box_reg": 0.2048860564827919, "loss_cls": 0.15492760576307774, "loss_mask": 0.21848165802657604, "loss_rpn_cls": 0.021527779928874224, "loss_rpn_loc": 0.06443772418424487, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041039369032973, "mask_rcnn/false_negative": 0.08420565278322906, "mask_rcnn/false_positive": 0.11443841916078752, "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": 1.169333697995171, "total_loss": 0.687269770889543} {"data_time": 0.013520364416763186, "eta_seconds": 7634.325379310176, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24499057788944723, "fast_rcnn/fg_cls_accuracy": 0.7336161777746866, "iteration": 83459, "loss_box_reg": 0.1903337398543954, "loss_cls": 0.14402657700702548, "loss_mask": 0.2167933750897646, "loss_rpn_cls": 0.017726113917888142, "loss_rpn_loc": 0.055825689574703574, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9014167764775166, "mask_rcnn/false_negative": 0.0982517045262204, "mask_rcnn/false_positive": 0.1115703889216958, "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": 1.1563660828396678, "total_loss": 0.6295500447158702} {"data_time": 0.012769934954121709, "eta_seconds": 7611.046255109832, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.25163309744148066, "fast_rcnn/fg_cls_accuracy": 0.727930487643716, "iteration": 83479, "loss_box_reg": 0.199837495572865, "loss_cls": 0.15563953947275877, "loss_mask": 0.2122821295633912, "loss_rpn_cls": 0.019032742085983045, "loss_rpn_loc": 0.050868445774540305, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8975749715639714, "mask_rcnn/false_negative": 0.09073326077703787, "mask_rcnn/false_positive": 0.12279557822940877, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1665549317840487, "total_loss": 0.6300084373215213} {"data_time": 0.012260839575901628, "eta_seconds": 7587.5279603060335, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23097096652009946, "fast_rcnn/fg_cls_accuracy": 0.7244932162809258, "iteration": 83499, "loss_box_reg": 0.21331940591335297, "loss_cls": 0.16311127925291657, "loss_mask": 0.22284537367522717, "loss_rpn_cls": 0.021146291284821928, "loss_rpn_loc": 0.06756194320041686, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9085076924667315, "mask_rcnn/false_negative": 0.08391993333085243, "mask_rcnn/false_positive": 0.09861530398836237, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.1678496946115047, "total_loss": 0.6908744836691767} {"data_time": 0.01150428457185626, "eta_seconds": 7563.2452363707125, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2522329096530402, "fast_rcnn/fg_cls_accuracy": 0.7351274205803233, "iteration": 83519, "loss_box_reg": 0.2145687835291028, "loss_cls": 0.1614581742323935, "loss_mask": 0.22144592553377151, "loss_rpn_cls": 0.021171160216908902, "loss_rpn_loc": 0.0664591247914359, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049156147811375, "mask_rcnn/false_negative": 0.09058549542953423, "mask_rcnn/false_positive": 0.09961857268896115, "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": 1.138983259908855, "total_loss": 0.7002105556603055} {"data_time": 0.01212308881804347, "eta_seconds": 7539.901886875741, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2831052233954706, "fast_rcnn/fg_cls_accuracy": 0.7079125113807194, "iteration": 83539, "loss_box_reg": 0.2186643537133932, "loss_cls": 0.16289045568555593, "loss_mask": 0.22312681935727596, "loss_rpn_cls": 0.02148419519653544, "loss_rpn_loc": 0.055010024923831224, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8995884732786777, "mask_rcnn/false_negative": 0.08766528582447042, "mask_rcnn/false_positive": 0.11438181556180782, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.1703019903507084, "total_loss": 0.6868953729281202} {"data_time": 0.01243737107142806, "eta_seconds": 7512.412798171863, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27515335743235847, "fast_rcnn/fg_cls_accuracy": 0.6884639498432602, "iteration": 83559, "loss_box_reg": 0.2157428339123726, "loss_cls": 0.15510825347155333, "loss_mask": 0.22366518527269363, "loss_rpn_cls": 0.02016274305060506, "loss_rpn_loc": 0.06487008091062307, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9093600441043302, "mask_rcnn/false_negative": 0.0906191110362359, "mask_rcnn/false_positive": 0.09812530384396978, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1566832484677434, "total_loss": 0.6889247013023123} {"data_time": 0.01372930989600718, "eta_seconds": 7488.331399150193, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23719083464306395, "fast_rcnn/fg_cls_accuracy": 0.7481738007215715, "iteration": 83579, "loss_box_reg": 0.20498421601951122, "loss_cls": 0.1558388825505972, "loss_mask": 0.22181961126625538, "loss_rpn_cls": 0.020343439799034968, "loss_rpn_loc": 0.060055836802348495, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9095140735798724, "mask_rcnn/false_negative": 0.08892271840052743, "mask_rcnn/false_positive": 0.1130987991161646, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1647267120424658, "total_loss": 0.6672822788823396} {"data_time": 0.01265369588509202, "eta_seconds": 7464.885315299034, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22193184903611185, "fast_rcnn/fg_cls_accuracy": 0.7582405647569916, "iteration": 83599, "loss_box_reg": 0.18712440319359303, "loss_cls": 0.14392003742977977, "loss_mask": 0.21988306194543839, "loss_rpn_cls": 0.022064824210247025, "loss_rpn_loc": 0.056173623190261424, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.913102761663876, "mask_rcnn/false_negative": 0.07844695027046518, "mask_rcnn/false_positive": 0.10155437453782282, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1574505700264126, "total_loss": 0.6371259598527104} {"data_time": 0.012323553208261728, "eta_seconds": 7441.675128750503, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.22563658362206457, "fast_rcnn/fg_cls_accuracy": 0.7548366364554505, "iteration": 83619, "loss_box_reg": 0.20799223892390728, "loss_cls": 0.14814904145896435, "loss_mask": 0.22034852206707, "loss_rpn_cls": 0.021235926018562168, "loss_rpn_loc": 0.055160726769827306, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8995225043651928, "mask_rcnn/false_negative": 0.09526534897863055, "mask_rcnn/false_positive": 0.09835970599803247, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1611035196110606, "total_loss": 0.6561545165022835} {"data_time": 0.011988703161478043, "eta_seconds": 7419.352261768654, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24212130122156583, "fast_rcnn/fg_cls_accuracy": 0.7408341653036514, "iteration": 83639, "loss_box_reg": 0.21106601133942604, "loss_cls": 0.16241027042269707, "loss_mask": 0.2304640095680952, "loss_rpn_cls": 0.02222358394647017, "loss_rpn_loc": 0.052519202523399144, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024411653847197, "mask_rcnn/false_negative": 0.09735363125727689, "mask_rcnn/false_positive": 0.1027044363790647, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.1709144765045494, "total_loss": 0.6783649222925305} {"data_time": 0.012050900841131806, "eta_seconds": 7394.902015468106, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.24604454685099847, "fast_rcnn/fg_cls_accuracy": 0.7327427726912263, "iteration": 83659, "loss_box_reg": 0.20879032835364342, "loss_cls": 0.1534357788041234, "loss_mask": 0.2242143638432026, "loss_rpn_cls": 0.020261514524463564, "loss_rpn_loc": 0.0642751184059307, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007453273262906, "mask_rcnn/false_negative": 0.09172569778284603, "mask_rcnn/false_positive": 0.10615099039405348, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1421546081546694, "total_loss": 0.6594297357369214} {"data_time": 0.013878799974918365, "eta_seconds": 7372.036871965975, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2461111111111111, "fast_rcnn/fg_cls_accuracy": 0.7341302324538288, "iteration": 83679, "loss_box_reg": 0.22709408029913902, "loss_cls": 0.1624317029491067, "loss_mask": 0.2309915479272604, "loss_rpn_cls": 0.021305995527654886, "loss_rpn_loc": 0.05923890462145209, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970662582322315, "mask_rcnn/false_negative": 0.09251493655098357, "mask_rcnn/false_positive": 0.12025808753169655, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.173721642466262, "total_loss": 0.7230762180988677} {"data_time": 0.011825157795101404, "eta_seconds": 7349.099476472475, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23997740680306262, "fast_rcnn/fg_cls_accuracy": 0.7263486790064864, "iteration": 83699, "loss_box_reg": 0.2132671819999814, "loss_cls": 0.1582690952345729, "loss_mask": 0.21642612107098103, "loss_rpn_cls": 0.018097753665642813, "loss_rpn_loc": 0.05882503557950258, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9013295800275989, "mask_rcnn/false_negative": 0.08311930799225486, "mask_rcnn/false_positive": 0.11369081495163016, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1661813133396208, "total_loss": 0.6806486853165552} {"data_time": 0.012883051997050643, "eta_seconds": 7326.027076086029, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27307573891625614, "fast_rcnn/fg_cls_accuracy": 0.7162715517241379, "iteration": 83719, "loss_box_reg": 0.2147786058485508, "loss_cls": 0.1615608623251319, "loss_mask": 0.2285929899662733, "loss_rpn_cls": 0.018277287657838315, "loss_rpn_loc": 0.06589624972548336, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062783557860885, "mask_rcnn/false_negative": 0.09205306019273818, "mask_rcnn/false_positive": 0.09986469296554454, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.1709397570230067, "total_loss": 0.6960837712395005} {"data_time": 0.011530854273587465, "eta_seconds": 7303.355319048278, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.22981036315627035, "fast_rcnn/fg_cls_accuracy": 0.7618908816570076, "iteration": 83739, "loss_box_reg": 0.18675993010401726, "loss_cls": 0.14131616009399295, "loss_mask": 0.2192371729761362, "loss_rpn_cls": 0.01840993919176981, "loss_rpn_loc": 0.055075466400012374, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024983681231828, "mask_rcnn/false_negative": 0.08021593243171665, "mask_rcnn/false_positive": 0.11122764754125467, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.1496057990007102, "total_loss": 0.634778588428162} {"data_time": 0.012072618352249265, "eta_seconds": 7280.714091472328, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2238274016387205, "fast_rcnn/fg_cls_accuracy": 0.7335482349241293, "iteration": 83759, "loss_box_reg": 0.2118954360485077, "loss_cls": 0.16012266371399164, "loss_mask": 0.21723932772874832, "loss_rpn_cls": 0.020566262886859477, "loss_rpn_loc": 0.07040477823466063, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9044551852955773, "mask_rcnn/false_negative": 0.09183942872966475, "mask_rcnn/false_positive": 0.10482750359757984, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1672281930223107, "total_loss": 0.6808754329103976} {"data_time": 0.014219875447452068, "eta_seconds": 7255.050047151744, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2642605633802817, "fast_rcnn/fg_cls_accuracy": 0.7305418598376137, "iteration": 83779, "loss_box_reg": 0.20977576449513435, "loss_cls": 0.15636871755123138, "loss_mask": 0.22650487907230854, "loss_rpn_cls": 0.01850789930904284, "loss_rpn_loc": 0.0556608303450048, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055573550113083, "mask_rcnn/false_negative": 0.08989139475502758, "mask_rcnn/false_positive": 0.10003739752036635, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.1461932898964733, "total_loss": 0.6642382176360115} {"data_time": 0.013421266106888652, "eta_seconds": 7231.2366106547415, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.20419662610619468, "fast_rcnn/fg_cls_accuracy": 0.7664700098328416, "iteration": 83799, "loss_box_reg": 0.2088795267045498, "loss_cls": 0.1549764173105359, "loss_mask": 0.23076368682086468, "loss_rpn_cls": 0.018495519645512104, "loss_rpn_loc": 0.057226093020290136, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8980984950423461, "mask_rcnn/false_negative": 0.09133176814149084, "mask_rcnn/false_positive": 0.10790096280831629, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.1652201116085052, "total_loss": 0.6733308783150278} {"data_time": 0.01219547213986516, "eta_seconds": 7208.27988258563, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.30579196217494087, "fast_rcnn/fg_cls_accuracy": 0.6746637319638054, "iteration": 83819, "loss_box_reg": 0.21369902882725, "loss_cls": 0.16521823685616255, "loss_mask": 0.2344012688845396, "loss_rpn_cls": 0.018484047381207347, "loss_rpn_loc": 0.048616037238389254, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8878701984213138, "mask_rcnn/false_negative": 0.11069445094607405, "mask_rcnn/false_positive": 0.12003424399738052, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1592175911646336, "total_loss": 0.7001925656804815} {"data_time": 0.012743252562358975, "eta_seconds": 7184.583471231163, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2123814917358839, "fast_rcnn/fg_cls_accuracy": 0.7484793187347931, "iteration": 83839, "loss_box_reg": 0.22305981442332268, "loss_cls": 0.16079234378412366, "loss_mask": 0.23036271519958973, "loss_rpn_cls": 0.019315275270855636, "loss_rpn_loc": 0.0626626517623663, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9082036968606975, "mask_rcnn/false_negative": 0.08190498031577144, "mask_rcnn/false_positive": 0.10238502415074158, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1691796304658055, "total_loss": 0.7032914585288381} {"data_time": 0.013679161202162504, "eta_seconds": 7163.842831887305, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.25058823529411767, "fast_rcnn/fg_cls_accuracy": 0.7289034132171387, "iteration": 83859, "loss_box_reg": 0.18993613589555025, "loss_cls": 0.14624399924650788, "loss_mask": 0.2172487247735262, "loss_rpn_cls": 0.01815032187732868, "loss_rpn_loc": 0.05509598983917385, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9066365714669257, "mask_rcnn/false_negative": 0.08334880446998222, "mask_rcnn/false_positive": 0.09438784061589492, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.1707954567391425, "total_loss": 0.6240319905919023} {"data_time": 0.012772717978805304, "eta_seconds": 7139.37670472078, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.16476185114288933, "fast_rcnn/fg_cls_accuracy": 0.8011407331453473, "iteration": 83879, "loss_box_reg": 0.19224794209003448, "loss_cls": 0.1438654726371169, "loss_mask": 0.21616407111287117, "loss_rpn_cls": 0.017250338976737112, "loss_rpn_loc": 0.05724451597779989, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9128333145202602, "mask_rcnn/false_negative": 0.07153898797830766, "mask_rcnn/false_positive": 0.10450375457238847, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1406775016803294, "total_loss": 0.6142974881731789} {"data_time": 0.012194188078865409, "eta_seconds": 7116.045408300124, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26071591575927494, "fast_rcnn/fg_cls_accuracy": 0.716690259223215, "iteration": 83899, "loss_box_reg": 0.20511477254331112, "loss_cls": 0.1436182986944914, "loss_mask": 0.2330666147172451, "loss_rpn_cls": 0.01603775774128735, "loss_rpn_loc": 0.05747432797215879, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8975944744186873, "mask_rcnn/false_negative": 0.10455650480819945, "mask_rcnn/false_positive": 0.10755300389505511, "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": 1.1647304999642074, "total_loss": 0.6602714325417764} {"data_time": 0.012880154885351658, "eta_seconds": 7092.160187810659, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.23536955611390287, "fast_rcnn/fg_cls_accuracy": 0.7443851912624346, "iteration": 83919, "loss_box_reg": 0.22105536423623562, "loss_cls": 0.17006297037005424, "loss_mask": 0.22699938341975212, "loss_rpn_cls": 0.022440855944296345, "loss_rpn_loc": 0.07145856902934611, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041956305216826, "mask_rcnn/false_negative": 0.08940473368042426, "mask_rcnn/false_positive": 0.10295284509188428, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1565283278468996, "total_loss": 0.6996247670322191} {"data_time": 0.013936793897300959, "eta_seconds": 7070.496636419557, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2262005500317326, "fast_rcnn/fg_cls_accuracy": 0.7588730972351663, "iteration": 83939, "loss_box_reg": 0.22403888031840324, "loss_cls": 0.16371749993413687, "loss_mask": 0.22872691974043846, "loss_rpn_cls": 0.020135171158472076, "loss_rpn_loc": 0.07382951327599585, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005356164214844, "mask_rcnn/false_negative": 0.09280284188909643, "mask_rcnn/false_positive": 0.10357473689742613, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1733857926446944, "total_loss": 0.7186700076563284} {"data_time": 0.012498084455728531, "eta_seconds": 7047.161664022133, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2165544415257686, "fast_rcnn/fg_cls_accuracy": 0.7769233149718389, "iteration": 83959, "loss_box_reg": 0.18774433061480522, "loss_cls": 0.1422508372925222, "loss_mask": 0.21574163436889648, "loss_rpn_cls": 0.01849711878458038, "loss_rpn_loc": 0.051567478687502444, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9172337457192444, "mask_rcnn/false_negative": 0.07286695974695714, "mask_rcnn/false_positive": 0.09491264546675292, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1752337764482945, "total_loss": 0.6126121446141042} {"data_time": 0.012673877412453294, "eta_seconds": 7022.171764904633, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24528388278388277, "fast_rcnn/fg_cls_accuracy": 0.7460978835978835, "iteration": 83979, "loss_box_reg": 0.20981855038553476, "loss_cls": 0.15021054819226265, "loss_mask": 0.22463278099894524, "loss_rpn_cls": 0.01565832440974191, "loss_rpn_loc": 0.05834978981874883, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060372995511032, "mask_rcnn/false_negative": 0.08484751802034887, "mask_rcnn/false_positive": 0.10622419988710985, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1554085456300527, "total_loss": 0.6579729736840818} {"data_time": 0.012213703012093902, "eta_seconds": 7000.491719227284, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.26460161191593556, "fast_rcnn/fg_cls_accuracy": 0.693568559084363, "iteration": 83999, "loss_box_reg": 0.21013582590967417, "loss_cls": 0.16238724486902356, "loss_mask": 0.22741374466568232, "loss_rpn_cls": 0.019439984986092895, "loss_rpn_loc": 0.06376039003953338, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8984794081706211, "mask_rcnn/false_negative": 0.08065201496732395, "mask_rcnn/false_positive": 0.12677972115939148, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1843095773365349, "total_loss": 0.6964564373483881} {"data_time": 0.012765257153660059, "eta_seconds": 6976.422480777837, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.23880689912723552, "fast_rcnn/fg_cls_accuracy": 0.7207292998943446, "iteration": 84019, "loss_box_reg": 0.21692529506981373, "loss_cls": 0.15064520481973886, "loss_mask": 0.2255052849650383, "loss_rpn_cls": 0.021226968616247177, "loss_rpn_loc": 0.057669510366395116, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8951153192876136, "mask_rcnn/false_negative": 0.10273276151018318, "mask_rcnn/false_positive": 0.09587768445480982, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1614335451740772, "total_loss": 0.6641144492314197} {"data_time": 0.011967400088906288, "eta_seconds": 6952.183341998607, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.20684740327226298, "fast_rcnn/fg_cls_accuracy": 0.7617698000314911, "iteration": 84039, "loss_box_reg": 0.18267153203487396, "loss_cls": 0.13406853284686804, "loss_mask": 0.21565420180559158, "loss_rpn_cls": 0.014489832683466375, "loss_rpn_loc": 0.051998202223330736, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9082158610952686, "mask_rcnn/false_negative": 0.08780487712255364, "mask_rcnn/false_positive": 0.09539987213419047, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.152625715592876, "total_loss": 0.5796695658937097} {"data_time": 0.012615637155249715, "eta_seconds": 6927.612290368415, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.23240589198036007, "fast_rcnn/fg_cls_accuracy": 0.743706874520828, "iteration": 84059, "loss_box_reg": 0.2228133324533701, "loss_cls": 0.16061951220035553, "loss_mask": 0.21932829916477203, "loss_rpn_cls": 0.01880398264620453, "loss_rpn_loc": 0.05691821360960603, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020382056331304, "mask_rcnn/false_negative": 0.09331668928898204, "mask_rcnn/false_positive": 0.1116449034619024, "roi_head/num_bg_samples": 426.375, "roi_head/num_fg_samples": 85.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1476920458953828, "total_loss": 0.6788819871144369} {"data_time": 0.012516021961346269, "eta_seconds": 6906.063740514219, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.28077255566140924, "fast_rcnn/fg_cls_accuracy": 0.7016515168518311, "iteration": 84079, "loss_box_reg": 0.23612378351390362, "loss_cls": 0.17011277936398983, "loss_mask": 0.24150770343840122, "loss_rpn_cls": 0.018729975738096982, "loss_rpn_loc": 0.06067177373915911, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8955611019335947, "mask_rcnn/false_negative": 0.09622248405783287, "mask_rcnn/false_positive": 0.11017709377303492, "roi_head/num_bg_samples": 422.875, "roi_head/num_fg_samples": 89.125, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.1706025830935687, "total_loss": 0.744097498129122} {"data_time": 0.012575819157063961, "eta_seconds": 6881.799883954227, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.22511803389258916, "fast_rcnn/fg_cls_accuracy": 0.7517643247745907, "iteration": 84099, "loss_box_reg": 0.2096790438517928, "loss_cls": 0.16319331526756287, "loss_mask": 0.2303411979228258, "loss_rpn_cls": 0.020081597001990303, "loss_rpn_loc": 0.06640568864531815, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8964499948398448, "mask_rcnn/false_negative": 0.09969471064045073, "mask_rcnn/false_positive": 0.10837009843495535, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.1546055087819695, "total_loss": 0.6875757792731747} {"data_time": 0.01241908292286098, "eta_seconds": 6858.363383430988, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.22357077625570776, "fast_rcnn/fg_cls_accuracy": 0.759651307596513, "iteration": 84119, "loss_box_reg": 0.18558304384350777, "loss_cls": 0.13252258952707052, "loss_mask": 0.21288019232451916, "loss_rpn_cls": 0.01578292256454006, "loss_rpn_loc": 0.05692821484990418, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9123246767849711, "mask_rcnn/false_negative": 0.08945780203823883, "mask_rcnn/false_positive": 0.09705284113154003, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1622253449168056, "total_loss": 0.603904660558328} {"data_time": 0.012039630906656384, "eta_seconds": 6833.753960253671, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23828785317556145, "fast_rcnn/fg_cls_accuracy": 0.7301380918220947, "iteration": 84139, "loss_box_reg": 0.2186822034418583, "loss_cls": 0.15803204756230116, "loss_mask": 0.23451687954366207, "loss_rpn_cls": 0.02159359451616183, "loss_rpn_loc": 0.0668813711963594, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.896686672932077, "mask_rcnn/false_negative": 0.09807616414462361, "mask_rcnn/false_positive": 0.10970279551358444, "roi_head/num_bg_samples": 428.875, "roi_head/num_fg_samples": 83.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.163302012020722, "total_loss": 0.6971161949331872} {"data_time": 0.012038664426654577, "eta_seconds": 6810.985820833594, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23678133632596685, "fast_rcnn/fg_cls_accuracy": 0.7429554763349515, "iteration": 84159, "loss_box_reg": 0.21917191427201033, "loss_cls": 0.16000837460160255, "loss_mask": 0.22162234783172607, "loss_rpn_cls": 0.020605048921424896, "loss_rpn_loc": 0.05895017017610371, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134374937556615, "mask_rcnn/false_negative": 0.07325463910023752, "mask_rcnn/false_positive": 0.09520525965799151, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1762565386015922, "total_loss": 0.6673562310170382} {"data_time": 0.011863404652103782, "eta_seconds": 6788.487343154848, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25548256016190746, "fast_rcnn/fg_cls_accuracy": 0.7392522318489453, "iteration": 84179, "loss_box_reg": 0.20230101328343153, "loss_cls": 0.1481426488608122, "loss_mask": 0.22184745036065578, "loss_rpn_cls": 0.018656116284546442, "loss_rpn_loc": 0.05757229356095195, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9058435676282499, "mask_rcnn/false_negative": 0.0947949772587723, "mask_rcnn/false_positive": 0.10337398963083413, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1763346563093364, "total_loss": 0.6506660888699116} {"data_time": 0.011561894789338112, "eta_seconds": 6763.783783186227, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27508547008547013, "fast_rcnn/fg_cls_accuracy": 0.7173076923076923, "iteration": 84199, "loss_box_reg": 0.21141588501632214, "loss_cls": 0.15300412010401487, "loss_mask": 0.2222412098199129, "loss_rpn_cls": 0.019252439378760755, "loss_rpn_loc": 0.06724380422383547, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9114512286430629, "mask_rcnn/false_negative": 0.08756518963254431, "mask_rcnn/false_positive": 0.10784029895247363, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1387527789920568, "total_loss": 0.6829291039612144} {"data_time": 0.01094945683144033, "eta_seconds": 6740.823382977396, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23423944476576056, "fast_rcnn/fg_cls_accuracy": 0.7558318874108347, "iteration": 84219, "loss_box_reg": 0.21589964535087347, "loss_cls": 0.1612581005319953, "loss_mask": 0.22344814985990524, "loss_rpn_cls": 0.021015561243984848, "loss_rpn_loc": 0.061728505650535226, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9097553334555902, "mask_rcnn/false_negative": 0.08130593031414361, "mask_rcnn/false_positive": 0.1094289854105602, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.169184333877638, "total_loss": 0.6753089981502853} {"data_time": 0.012743249535560608, "eta_seconds": 6715.203525424004, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2518327485992564, "fast_rcnn/fg_cls_accuracy": 0.6937133662797379, "iteration": 84239, "loss_box_reg": 0.21629367023706436, "loss_cls": 0.15868400037288666, "loss_mask": 0.22946533933281898, "loss_rpn_cls": 0.021899546336499043, "loss_rpn_loc": 0.06673876103013754, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8950762614557979, "mask_rcnn/false_negative": 0.08637415905419063, "mask_rcnn/false_positive": 0.12592228025700292, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1718253339640796, "total_loss": 0.6813409494207008} {"data_time": 0.01198568451218307, "eta_seconds": 6693.049231427722, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24300407399986643, "fast_rcnn/fg_cls_accuracy": 0.7430747460183962, "iteration": 84259, "loss_box_reg": 0.20254077017307281, "loss_cls": 0.15726917330175638, "loss_mask": 0.21366029232740402, "loss_rpn_cls": 0.017906089778989553, "loss_rpn_loc": 0.059213870437815785, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8980286942824172, "mask_rcnn/false_negative": 0.08540790683388734, "mask_rcnn/false_positive": 0.12056199781887006, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1787263001315296, "total_loss": 0.6670043370686471} {"data_time": 0.010990036418661475, "eta_seconds": 6671.034057391807, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24200100749118444, "fast_rcnn/fg_cls_accuracy": 0.7327588890156977, "iteration": 84279, "loss_box_reg": 0.20978221017867327, "loss_cls": 0.15324704349040985, "loss_mask": 0.22060463204979897, "loss_rpn_cls": 0.016979224339593202, "loss_rpn_loc": 0.0591337438672781, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9032690349726133, "mask_rcnn/false_negative": 0.10218360157846555, "mask_rcnn/false_positive": 0.10109751874120923, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.172009389847517, "total_loss": 0.6589163948956411} {"data_time": 0.012093562865629792, "eta_seconds": 6648.518531955779, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.283151567505309, "fast_rcnn/fg_cls_accuracy": 0.6961773512161109, "iteration": 84299, "loss_box_reg": 0.20885198935866356, "loss_cls": 0.16354336962103844, "loss_mask": 0.23096059821546078, "loss_rpn_cls": 0.020027087186463177, "loss_rpn_loc": 0.0697214340325445, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8907173024636519, "mask_rcnn/false_negative": 0.09318916323204332, "mask_rcnn/false_positive": 0.13017771980314827, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.1730435444042087, "total_loss": 0.706346221966669} {"data_time": 0.012773302849382162, "eta_seconds": 6624.922826383263, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.21889140271493213, "fast_rcnn/fg_cls_accuracy": 0.7594373219373219, "iteration": 84319, "loss_box_reg": 0.19619329180568457, "loss_cls": 0.15335844969376922, "loss_mask": 0.2165035344660282, "loss_rpn_cls": 0.017612050112802535, "loss_rpn_loc": 0.05570056149736047, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054261824587708, "mask_rcnn/false_negative": 0.08489609435244369, "mask_rcnn/false_positive": 0.09737587286221322, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1584630275610834, "total_loss": 0.6452112353872508} {"data_time": 0.01138317515142262, "eta_seconds": 6601.334285619669, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2592211709858768, "fast_rcnn/fg_cls_accuracy": 0.7245738636363637, "iteration": 84339, "loss_box_reg": 0.19294876791536808, "loss_cls": 0.14386963471770287, "loss_mask": 0.2195018045604229, "loss_rpn_cls": 0.016962572641205043, "loss_rpn_loc": 0.05845907982438803, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9048782376730495, "mask_rcnn/false_negative": 0.09144097438670366, "mask_rcnn/false_positive": 0.10076318480555235, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1628226405009627, "total_loss": 0.6192584373347927} {"data_time": 0.012465701904147863, "eta_seconds": 6578.008016059175, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23882454945191056, "fast_rcnn/fg_cls_accuracy": 0.7182548794489093, "iteration": 84359, "loss_box_reg": 0.21387753076851368, "loss_cls": 0.15482641384005547, "loss_mask": 0.2306130137294531, "loss_rpn_cls": 0.01734926796052605, "loss_rpn_loc": 0.06193676358088851, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9037105367977053, "mask_rcnn/false_negative": 0.08294328156872169, "mask_rcnn/false_positive": 0.11513849178067341, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1737723429687321, "total_loss": 0.7010817268164828} {"data_time": 0.011257710633799434, "eta_seconds": 6551.68030474335, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.24974404318689503, "fast_rcnn/fg_cls_accuracy": 0.7302379179519909, "iteration": 84379, "loss_box_reg": 0.2278923550620675, "loss_cls": 0.16287615802139044, "loss_mask": 0.2312370128929615, "loss_rpn_cls": 0.020446506328880787, "loss_rpn_loc": 0.06361226295121014, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8978571829428635, "mask_rcnn/false_negative": 0.09547905971728586, "mask_rcnn/false_positive": 0.10854567898303955, "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": 1.1628723756875843, "total_loss": 0.7207106264540926} {"data_time": 0.01164710707962513, "eta_seconds": 6527.482952922583, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.25828632561758413, "fast_rcnn/fg_cls_accuracy": 0.7283141386914971, "iteration": 84399, "loss_box_reg": 0.23798342421650887, "loss_cls": 0.1710143443197012, "loss_mask": 0.23225408233702183, "loss_rpn_cls": 0.020345145545434207, "loss_rpn_loc": 0.061776124872267246, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007375737439338, "mask_rcnn/false_negative": 0.07787539350786457, "mask_rcnn/false_positive": 0.11034759590016041, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.1653802248183638, "total_loss": 0.7402980902988929} {"data_time": 0.013120115967467427, "eta_seconds": 6500.181863056496, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.22540771001523846, "fast_rcnn/fg_cls_accuracy": 0.7613072658301722, "iteration": 84419, "loss_box_reg": 0.22611468564718962, "loss_cls": 0.16460378654301167, "loss_mask": 0.2283547054976225, "loss_rpn_cls": 0.019145463302265853, "loss_rpn_loc": 0.06423927191644907, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.912264714898835, "mask_rcnn/false_negative": 0.08219813407659754, "mask_rcnn/false_positive": 0.10042440248808131, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.1547627048566937, "total_loss": 0.7109918051137356} {"data_time": 0.01226595975458622, "eta_seconds": 6474.989060992375, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28868645973909135, "fast_rcnn/fg_cls_accuracy": 0.6968923246201808, "iteration": 84439, "loss_box_reg": 0.21573739778250456, "loss_cls": 0.15284597035497427, "loss_mask": 0.2381883431226015, "loss_rpn_cls": 0.019708680687472224, "loss_rpn_loc": 0.06254359660670161, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8959341757692583, "mask_rcnn/false_negative": 0.08940141370386086, "mask_rcnn/false_positive": 0.10806811748379772, "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": 1.1547342834528536, "total_loss": 0.6891782258171588} {"data_time": 0.012424958869814873, "eta_seconds": 6451.811583559029, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.23443754313319531, "fast_rcnn/fg_cls_accuracy": 0.7515750915750916, "iteration": 84459, "loss_box_reg": 0.2147362120449543, "loss_cls": 0.15290507674217224, "loss_mask": 0.2329879179596901, "loss_rpn_cls": 0.021080565406009555, "loss_rpn_loc": 0.05527427385095507, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062645904635146, "mask_rcnn/false_negative": 0.08594973185665242, "mask_rcnn/false_positive": 0.10634870816809389, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1536211906932294, "total_loss": 0.6835802526911721} {"data_time": 0.0111140594817698, "eta_seconds": 6430.28743442148, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2570428103467751, "fast_rcnn/fg_cls_accuracy": 0.7071341527105602, "iteration": 84479, "loss_box_reg": 0.22337538748979568, "loss_cls": 0.15998374903574586, "loss_mask": 0.22206584364175797, "loss_rpn_cls": 0.020368832745589316, "loss_rpn_loc": 0.054375687148422, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9032314399799999, "mask_rcnn/false_negative": 0.07816395596144092, "mask_rcnn/false_positive": 0.10762345592284646, "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": 1.175739690894261, "total_loss": 0.66467850227491} {"data_time": 0.012053391663357615, "eta_seconds": 6406.989291543141, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.228671363121336, "fast_rcnn/fg_cls_accuracy": 0.7648529026371728, "iteration": 84499, "loss_box_reg": 0.21082880906760693, "loss_cls": 0.16033086460083723, "loss_mask": 0.22766457125544548, "loss_rpn_cls": 0.02179672004422173, "loss_rpn_loc": 0.07479718560352921, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9119994149075201, "mask_rcnn/false_negative": 0.07908266805239603, "mask_rcnn/false_positive": 0.09659216609024311, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.168359539937228, "total_loss": 0.6835003170417622} {"data_time": 0.013032022397965193, "eta_seconds": 6385.847376026213, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.23921261294486446, "fast_rcnn/fg_cls_accuracy": 0.7489397012723584, "iteration": 84519, "loss_box_reg": 0.21885567251592875, "loss_cls": 0.17157428059726954, "loss_mask": 0.22362330742180347, "loss_rpn_cls": 0.020685947325546294, "loss_rpn_loc": 0.059118208242580295, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8962355788404448, "mask_rcnn/false_negative": 0.09092888539135147, "mask_rcnn/false_positive": 0.12042627999198424, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.1704644924029708, "total_loss": 0.6978300750488415} {"data_time": 0.01278022420592606, "eta_seconds": 6360.095307030715, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.24239989286192581, "fast_rcnn/fg_cls_accuracy": 0.7326515418674817, "iteration": 84539, "loss_box_reg": 0.21154230646789074, "loss_cls": 0.16209589317440987, "loss_mask": 0.23228571005165577, "loss_rpn_cls": 0.019160634139552712, "loss_rpn_loc": 0.06781815830618143, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041889464536172, "mask_rcnn/false_negative": 0.08735559769925524, "mask_rcnn/false_positive": 0.10913884690215257, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1654352257028222, "total_loss": 0.6892512046906631} {"data_time": 0.011818008031696081, "eta_seconds": 6340.6778793782, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.21400164781189596, "fast_rcnn/fg_cls_accuracy": 0.744947701446281, "iteration": 84559, "loss_box_reg": 0.19838911667466164, "loss_cls": 0.14472635462880135, "loss_mask": 0.23205286636948586, "loss_rpn_cls": 0.01817822194425389, "loss_rpn_loc": 0.06671989010646939, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9080886101202539, "mask_rcnn/false_negative": 0.08206325042481287, "mask_rcnn/false_positive": 0.11259535304053438, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.1741998184006661, "total_loss": 0.6583749504061416} {"data_time": 0.011416331166401505, "eta_seconds": 6316.150846495293, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2541221504038856, "fast_rcnn/fg_cls_accuracy": 0.7407118445127214, "iteration": 84579, "loss_box_reg": 0.2055042665451765, "loss_cls": 0.1528312498703599, "loss_mask": 0.21834508143365383, "loss_rpn_cls": 0.016141817352036014, "loss_rpn_loc": 0.06884555250871927, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9036927963894892, "mask_rcnn/false_negative": 0.0936197739759097, "mask_rcnn/false_positive": 0.09815526143660455, "roi_head/num_bg_samples": 424.875, "roi_head/num_fg_samples": 87.125, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.1579587263986468, "total_loss": 0.6526743375579827} {"data_time": 0.012460935162380338, "eta_seconds": 6295.2088337391615, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.27345222560533566, "fast_rcnn/fg_cls_accuracy": 0.7100826446280992, "iteration": 84599, "loss_box_reg": 0.22909675352275372, "loss_cls": 0.1654969984665513, "loss_mask": 0.23491749167442322, "loss_rpn_cls": 0.020539184857625514, "loss_rpn_loc": 0.052168487454764545, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970934279032372, "mask_rcnn/false_negative": 0.09053383765190504, "mask_rcnn/false_positive": 0.11411249427451378, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1729802833870053, "total_loss": 0.6858912452298682} {"data_time": 0.012103524757549167, "eta_seconds": 6274.943119916134, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.22385326926740468, "fast_rcnn/fg_cls_accuracy": 0.7537794012077192, "iteration": 84619, "loss_box_reg": 0.2016426268965006, "loss_cls": 0.1526170214638114, "loss_mask": 0.22630236484110355, "loss_rpn_cls": 0.02207906125113368, "loss_rpn_loc": 0.059986275620758533, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083432567001813, "mask_rcnn/false_negative": 0.08393935241188766, "mask_rcnn/false_positive": 0.0999072770216217, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.1828827580902725, "total_loss": 0.6512238061986864} {"data_time": 0.011301035759970546, "eta_seconds": 6251.267242059112, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26066985645933016, "fast_rcnn/fg_cls_accuracy": 0.7351263433052571, "iteration": 84639, "loss_box_reg": 0.21488676685839891, "loss_cls": 0.15292009385302663, "loss_mask": 0.2269938737154007, "loss_rpn_cls": 0.021133216243470088, "loss_rpn_loc": 0.061020822380669415, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9036760637399559, "mask_rcnn/false_negative": 0.08635527366333001, "mask_rcnn/false_positive": 0.10113451955636651, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1673044657800347, "total_loss": 0.67282103994512} {"data_time": 0.012299487134441733, "eta_seconds": 6227.941618021578, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2545042851577717, "fast_rcnn/fg_cls_accuracy": 0.7358419012304063, "iteration": 84659, "loss_box_reg": 0.1959483865648508, "loss_cls": 0.15613624081015587, "loss_mask": 0.219372121617198, "loss_rpn_cls": 0.02076155858230777, "loss_rpn_loc": 0.06368273519910872, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8982062268559242, "mask_rcnn/false_negative": 0.08164096054971938, "mask_rcnn/false_positive": 0.11699643407416428, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1621787024196237, "total_loss": 0.6644025864079595} {"data_time": 0.011176221305504441, "eta_seconds": 6203.568294066936, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22720146022979898, "fast_rcnn/fg_cls_accuracy": 0.7659594985535197, "iteration": 84679, "loss_box_reg": 0.18883475940674543, "loss_cls": 0.14551451057195663, "loss_mask": 0.21893738955259323, "loss_rpn_cls": 0.01334587624296546, "loss_rpn_loc": 0.04764158185571432, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9052998619560606, "mask_rcnn/false_negative": 0.08170323505601929, "mask_rcnn/false_positive": 0.11499282422067746, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.1608202154748142, "total_loss": 0.6310562154976651} {"data_time": 0.013148854486644268, "eta_seconds": 6179.963201587088, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24839684301393514, "fast_rcnn/fg_cls_accuracy": 0.7348814707305273, "iteration": 84699, "loss_box_reg": 0.20815135724842548, "loss_cls": 0.1472030095756054, "loss_mask": 0.22338404692709446, "loss_rpn_cls": 0.01878047810168937, "loss_rpn_loc": 0.05996045679785311, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8918613755779228, "mask_rcnn/false_negative": 0.08462888622533148, "mask_rcnn/false_positive": 0.12032424500542163, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1603056555613875, "total_loss": 0.6660425255540758} {"data_time": 0.01276595494709909, "eta_seconds": 6156.016911417246, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22047740835464621, "fast_rcnn/fg_cls_accuracy": 0.7441773231031543, "iteration": 84719, "loss_box_reg": 0.226400600746274, "loss_cls": 0.15663120802491903, "loss_mask": 0.230601841583848, "loss_rpn_cls": 0.021140306373126805, "loss_rpn_loc": 0.061324405833147466, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8980725517581751, "mask_rcnn/false_negative": 0.08281882675018302, "mask_rcnn/false_positive": 0.10740785798762884, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1704984619282186, "total_loss": 0.7021427053259686} {"data_time": 0.01043882267549634, "eta_seconds": 6133.321969876997, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.26429195804195804, "fast_rcnn/fg_cls_accuracy": 0.7183520122261844, "iteration": 84739, "loss_box_reg": 0.19378655403852463, "loss_cls": 0.15138749312609434, "loss_mask": 0.20988748781383038, "loss_rpn_cls": 0.019638072233647108, "loss_rpn_loc": 0.057294206926599145, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9124378434230516, "mask_rcnn/false_negative": 0.08289017762979042, "mask_rcnn/false_positive": 0.10072425623122194, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1569664042908698, "total_loss": 0.622039825640968} {"data_time": 0.012306422227993608, "eta_seconds": 6109.818128310144, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.7333333333333334, "iteration": 84759, "loss_box_reg": 0.20161491725593805, "loss_cls": 0.15987632889300585, "loss_mask": 0.21838460117578506, "loss_rpn_cls": 0.02413987589534372, "loss_rpn_loc": 0.07423334452323616, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9066543067235082, "mask_rcnn/false_negative": 0.08682521701502655, "mask_rcnn/false_positive": 0.10948890751101627, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 207.625, "rpn/num_pos_anchors": 48.375, "time": 1.1668703567702323, "total_loss": 0.692786464074743} {"data_time": 0.011557364603504539, "eta_seconds": 6086.680738166906, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.25936729222520105, "fast_rcnn/fg_cls_accuracy": 0.7189702576004325, "iteration": 84779, "loss_box_reg": 0.21070646308362484, "loss_cls": 0.15597219485789537, "loss_mask": 0.2275102399289608, "loss_rpn_cls": 0.02075838716700673, "loss_rpn_loc": 0.0632472601137124, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028421122200323, "mask_rcnn/false_negative": 0.09171601099533006, "mask_rcnn/false_positive": 0.11244640238049708, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.1642241820227355, "total_loss": 0.6871388667204883} {"data_time": 0.012901658657938242, "eta_seconds": 6061.518070939928, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.27591685423010726, "fast_rcnn/fg_cls_accuracy": 0.7069988925802879, "iteration": 84799, "loss_box_reg": 0.21517003513872623, "loss_cls": 0.15593956783413887, "loss_mask": 0.22299077548086643, "loss_rpn_cls": 0.019814452127320692, "loss_rpn_loc": 0.06259689922444522, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028985957108244, "mask_rcnn/false_negative": 0.08675148097391694, "mask_rcnn/false_positive": 0.10570939254901213, "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": 1.1373992629814893, "total_loss": 0.6993665332556702} {"data_time": 0.012827621540054679, "eta_seconds": 6037.460809252225, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2657518857326272, "fast_rcnn/fg_cls_accuracy": 0.7037776024062299, "iteration": 84819, "loss_box_reg": 0.2133003082126379, "loss_cls": 0.15797462686896324, "loss_mask": 0.22230719402432442, "loss_rpn_cls": 0.02108888071961701, "loss_rpn_loc": 0.060367227299138904, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903095706509816, "mask_rcnn/false_negative": 0.07806437208201039, "mask_rcnn/false_positive": 0.11253512406733612, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.13390943990089, "total_loss": 0.6818153914646246} {"data_time": 0.012481453828513622, "eta_seconds": 6014.891008855775, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2090909090909091, "fast_rcnn/fg_cls_accuracy": 0.7705356224940886, "iteration": 84839, "loss_box_reg": 0.2085919575765729, "loss_cls": 0.14157964242622256, "loss_mask": 0.22010650113224983, "loss_rpn_cls": 0.01564633590169251, "loss_rpn_loc": 0.055263051530346274, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9118265014615998, "mask_rcnn/false_negative": 0.08226765522235106, "mask_rcnn/false_positive": 0.09017438997681126, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1757287320215255, "total_loss": 0.6227580120321363} {"data_time": 0.011149243917316198, "eta_seconds": 5990.613213651814, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.22907577497129739, "fast_rcnn/fg_cls_accuracy": 0.747789975741129, "iteration": 84859, "loss_box_reg": 0.19536439701914787, "loss_cls": 0.14899310655891895, "loss_mask": 0.21755895856767893, "loss_rpn_cls": 0.019242033478803933, "loss_rpn_loc": 0.05567741836421192, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.898522767623533, "mask_rcnn/false_negative": 0.09167173077522296, "mask_rcnn/false_positive": 0.11547649779137259, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1675356863997877, "total_loss": 0.6316734594292939} {"data_time": 0.01226328988559544, "eta_seconds": 5969.898629188538, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.21323088455772116, "fast_rcnn/fg_cls_accuracy": 0.7845952023988005, "iteration": 84879, "loss_box_reg": 0.20228207856416702, "loss_cls": 0.15965362638235092, "loss_mask": 0.22271324694156647, "loss_rpn_cls": 0.021358323545427993, "loss_rpn_loc": 0.0660020625218749, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9056849650333363, "mask_rcnn/false_negative": 0.07616998628169738, "mask_rcnn/false_positive": 0.11057657380302315, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1735952619928867, "total_loss": 0.6835904943582136} {"data_time": 0.011515899794176221, "eta_seconds": 5943.292968417518, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.238395965714821, "fast_rcnn/fg_cls_accuracy": 0.7589655118577383, "iteration": 84899, "loss_box_reg": 0.2082816595211625, "loss_cls": 0.15257815178483725, "loss_mask": 0.22015034034848213, "loss_rpn_cls": 0.02174611738882959, "loss_rpn_loc": 0.065271528204903, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092970559957692, "mask_rcnn/false_negative": 0.08217334331588823, "mask_rcnn/false_positive": 0.09966158147828319, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.1268618230242282, "total_loss": 0.6710409389052074} {"data_time": 0.012883187038823962, "eta_seconds": 5919.1856341436505, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19548782156540778, "fast_rcnn/fg_cls_accuracy": 0.7940657011656658, "iteration": 84919, "loss_box_reg": 0.19463893119245768, "loss_cls": 0.14634178765118122, "loss_mask": 0.21707862615585327, "loss_rpn_cls": 0.015721951611340046, "loss_rpn_loc": 0.051899765618145466, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9165326456669625, "mask_rcnn/false_negative": 0.07483454554424587, "mask_rcnn/false_positive": 0.09343197313639, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.147387215634808, "total_loss": 0.6318739390699193} {"data_time": 0.013093261979520321, "eta_seconds": 5896.03119389154, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2108678955453149, "fast_rcnn/fg_cls_accuracy": 0.7732819524727039, "iteration": 84939, "loss_box_reg": 0.20457594748586416, "loss_cls": 0.14510950352996588, "loss_mask": 0.21975264512002468, "loss_rpn_cls": 0.02000392522313632, "loss_rpn_loc": 0.05657704430632293, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055432674033004, "mask_rcnn/false_negative": 0.0789221523507567, "mask_rcnn/false_positive": 0.10414430879485945, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.172614561393857, "total_loss": 0.651097752575879} {"data_time": 0.012652011588215828, "eta_seconds": 5871.658344939351, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.27904952833853947, "fast_rcnn/fg_cls_accuracy": 0.6918504359177584, "iteration": 84959, "loss_box_reg": 0.20503105781972408, "loss_cls": 0.15649974439293146, "loss_mask": 0.22568786889314651, "loss_rpn_cls": 0.01915817550616339, "loss_rpn_loc": 0.06015926203690469, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9061938817563842, "mask_rcnn/false_negative": 0.08707620408685715, "mask_rcnn/false_positive": 0.10119887416961987, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.160453830845654, "total_loss": 0.6684995734249242} {"data_time": 0.012560702627524734, "eta_seconds": 5848.123619770631, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26532091097308486, "fast_rcnn/fg_cls_accuracy": 0.7164669131709804, "iteration": 84979, "loss_box_reg": 0.19798927661031485, "loss_cls": 0.15008391253650188, "loss_mask": 0.21164947375655174, "loss_rpn_cls": 0.020160687738098204, "loss_rpn_loc": 0.06037959991954267, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063146504790941, "mask_rcnn/false_negative": 0.09575437833268496, "mask_rcnn/false_positive": 0.10342142139676574, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.156763592734933, "total_loss": 0.6385287960292771} {"data_time": 0.01219428307376802, "eta_seconds": 5824.062254978344, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.23103087388801674, "fast_rcnn/fg_cls_accuracy": 0.7443851912624346, "iteration": 84999, "loss_box_reg": 0.21275198832154274, "loss_cls": 0.1562720900401473, "loss_mask": 0.22586822137236595, "loss_rpn_cls": 0.019725426333025098, "loss_rpn_loc": 0.05735972570255399, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970827473304094, "mask_rcnn/false_negative": 0.08442839797013567, "mask_rcnn/false_positive": 0.11993152375149335, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.1716287021990865, "total_loss": 0.6815490531735122} {"data_time": 0.011858643963932991, "eta_seconds": 5800.7660059584305, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2545632539632413, "fast_rcnn/fg_cls_accuracy": 0.7208149580682476, "iteration": 85019, "loss_box_reg": 0.20995441637933254, "loss_cls": 0.1477898210287094, "loss_mask": 0.21485343016684055, "loss_rpn_cls": 0.018831274035619572, "loss_rpn_loc": 0.050613014958798885, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9078700001800308, "mask_rcnn/false_negative": 0.08128786263977145, "mask_rcnn/false_positive": 0.08978510533693407, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1486167337279767, "total_loss": 0.6491296870517544} {"data_time": 0.013152053579688072, "eta_seconds": 5779.240499660373, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2541407241733664, "fast_rcnn/fg_cls_accuracy": 0.7366710995587258, "iteration": 85039, "loss_box_reg": 0.208323298022151, "loss_cls": 0.1579900775104761, "loss_mask": 0.21800014190375805, "loss_rpn_cls": 0.020391585334436968, "loss_rpn_loc": 0.06349103036336601, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049867758064327, "mask_rcnn/false_negative": 0.08949803904626316, "mask_rcnn/false_positive": 0.11433997019789803, "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": 1.1685853607486933, "total_loss": 0.6891763736784924} {"data_time": 0.012036098167300224, "eta_seconds": 5757.515423237346, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2119190031152648, "fast_rcnn/fg_cls_accuracy": 0.768156316252133, "iteration": 85059, "loss_box_reg": 0.21887605264782906, "loss_cls": 0.1531305368989706, "loss_mask": 0.22608279064297676, "loss_rpn_cls": 0.02014984067500336, "loss_rpn_loc": 0.05795731395483017, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9042764633325857, "mask_rcnn/false_negative": 0.07753911628561366, "mask_rcnn/false_positive": 0.10097057347608762, "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": 1.1672855576034635, "total_loss": 0.6691234767204151} {"data_time": 0.012153074145317078, "eta_seconds": 5734.205644195899, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23899454242842583, "fast_rcnn/fg_cls_accuracy": 0.7487091586253598, "iteration": 85079, "loss_box_reg": 0.23913677036762238, "loss_cls": 0.17143539153039455, "loss_mask": 0.23020882159471512, "loss_rpn_cls": 0.02158377959858626, "loss_rpn_loc": 0.06805686431471258, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9022033597950181, "mask_rcnn/false_negative": 0.09128897266710823, "mask_rcnn/false_positive": 0.10274917709806991, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 1.1663678570184857, "total_loss": 0.7395937240653438} {"data_time": 0.01185472309589386, "eta_seconds": 5710.895865154453, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2016330053816952, "fast_rcnn/fg_cls_accuracy": 0.7855840670192218, "iteration": 85099, "loss_box_reg": 0.2081000693142414, "loss_cls": 0.16057611629366875, "loss_mask": 0.22544223442673683, "loss_rpn_cls": 0.01759302185382694, "loss_rpn_loc": 0.05672702728770673, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9017702463860617, "mask_rcnn/false_negative": 0.08708034582211949, "mask_rcnn/false_positive": 0.11080518840949335, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1525519415736198, "total_loss": 0.6749243311351165} {"data_time": 0.013198800617828965, "eta_seconds": 5686.91562468186, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.22878980041385755, "fast_rcnn/fg_cls_accuracy": 0.7687506302309166, "iteration": 85119, "loss_box_reg": 0.20956221967935562, "loss_cls": 0.14915369637310505, "loss_mask": 0.2266237586736679, "loss_rpn_cls": 0.02023600321263075, "loss_rpn_loc": 0.06124109774827957, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9013983304563873, "mask_rcnn/false_negative": 0.0923793398923578, "mask_rcnn/false_positive": 0.09915290855634501, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.157555572455749, "total_loss": 0.6808398537104949} {"data_time": 0.011380046606063843, "eta_seconds": 5664.276307071559, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.241767349754133, "fast_rcnn/fg_cls_accuracy": 0.7547115234853037, "iteration": 85139, "loss_box_reg": 0.19817164726555347, "loss_cls": 0.14312942791730165, "loss_mask": 0.21206258982419968, "loss_rpn_cls": 0.022289307875325903, "loss_rpn_loc": 0.06399120530113578, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9087537034237003, "mask_rcnn/false_negative": 0.0895941462868781, "mask_rcnn/false_positive": 0.09302881862884319, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1672927015461028, "total_loss": 0.6409989387902897} {"data_time": 0.012603184906765819, "eta_seconds": 5641.27551170066, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.25067577180253237, "fast_rcnn/fg_cls_accuracy": 0.7251114777928379, "iteration": 85159, "loss_box_reg": 0.22171468567103148, "loss_cls": 0.16538488678634167, "loss_mask": 0.2220589928328991, "loss_rpn_cls": 0.018042997893644497, "loss_rpn_loc": 0.05245091638062149, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970921119250073, "mask_rcnn/false_negative": 0.09169163486732682, "mask_rcnn/false_positive": 0.12072648831617677, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 1.172421358525753, "total_loss": 0.683224935142789} {"data_time": 0.0121709443628788, "eta_seconds": 5620.268421065994, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2462268559079493, "fast_rcnn/fg_cls_accuracy": 0.7295631096314468, "iteration": 85179, "loss_box_reg": 0.2193186953663826, "loss_cls": 0.16226618736982346, "loss_mask": 0.21083527617156506, "loss_rpn_cls": 0.018585046113003045, "loss_rpn_loc": 0.058309140033088624, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8969105359407248, "mask_rcnn/false_negative": 0.09228584681537164, "mask_rcnn/false_positive": 0.10577445434172625, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.181766566587612, "total_loss": 0.6755242218496278} {"data_time": 0.012342765228822827, "eta_seconds": 5597.821454331279, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2819043876090856, "fast_rcnn/fg_cls_accuracy": 0.7006973416369389, "iteration": 85199, "loss_box_reg": 0.20811518095433712, "loss_cls": 0.16627570195123553, "loss_mask": 0.22414099611341953, "loss_rpn_cls": 0.024507063324563205, "loss_rpn_loc": 0.0627825278788805, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072976575485776, "mask_rcnn/false_negative": 0.0811601675200874, "mask_rcnn/false_positive": 0.1061035434800987, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.1658067046664655, "total_loss": 0.7095332756871358} {"data_time": 0.012686533853411674, "eta_seconds": 5573.460048343986, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26745260343118105, "fast_rcnn/fg_cls_accuracy": 0.7021884065346837, "iteration": 85219, "loss_box_reg": 0.20753149408847094, "loss_cls": 0.15157529432326555, "loss_mask": 0.22893541492521763, "loss_rpn_cls": 0.020108483731746674, "loss_rpn_loc": 0.06365334871225059, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8960891692609751, "mask_rcnn/false_negative": 0.09180557291818689, "mask_rcnn/false_positive": 0.11889292482231625, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.1539604542776942, "total_loss": 0.6650462130783126} {"data_time": 0.011920043034479022, "eta_seconds": 5548.031288366765, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.25220722260195944, "fast_rcnn/fg_cls_accuracy": 0.7358737753474596, "iteration": 85239, "loss_box_reg": 0.23164307978004217, "loss_cls": 0.16506653372198343, "loss_mask": 0.232803326100111, "loss_rpn_cls": 0.023904295376269147, "loss_rpn_loc": 0.0642743407515809, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008419818299827, "mask_rcnn/false_negative": 0.08543466345617223, "mask_rcnn/false_positive": 0.10657887437780389, "roi_head/num_bg_samples": 426.875, "roi_head/num_fg_samples": 85.125, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1582012029830366, "total_loss": 0.7237198496004567} {"data_time": 0.012080185813829303, "eta_seconds": 5525.021515628323, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2789267676767677, "fast_rcnn/fg_cls_accuracy": 0.6948826860841424, "iteration": 85259, "loss_box_reg": 0.19017527159303427, "loss_cls": 0.14398455247282982, "loss_mask": 0.21503139473497868, "loss_rpn_cls": 0.016276077556540258, "loss_rpn_loc": 0.06847326271235943, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8936179695758901, "mask_rcnn/false_negative": 0.09827932977800344, "mask_rcnn/false_positive": 0.11192699089679756, "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": 1.184006049996242, "total_loss": 0.6277816381771117} {"data_time": 0.012787930434569716, "eta_seconds": 5499.267532099038, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2582674969792732, "fast_rcnn/fg_cls_accuracy": 0.7113982941328508, "iteration": 85279, "loss_box_reg": 0.20311468420550227, "loss_cls": 0.14581706188619137, "loss_mask": 0.22303687036037445, "loss_rpn_cls": 0.018971751327626407, "loss_rpn_loc": 0.0539902460295707, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9050231235221154, "mask_rcnn/false_negative": 0.08043635328360393, "mask_rcnn/false_positive": 0.11979603933491279, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1545790552627295, "total_loss": 0.6473600154859014} {"data_time": 0.011504426831379533, "eta_seconds": 5477.798074739985, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.21106536350110305, "fast_rcnn/fg_cls_accuracy": 0.7702624006577145, "iteration": 85299, "loss_box_reg": 0.21083725802600384, "loss_cls": 0.15854259300976992, "loss_mask": 0.2185791302472353, "loss_rpn_cls": 0.018859979521948844, "loss_rpn_loc": 0.051668256521224976, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9166412657528991, "mask_rcnn/false_negative": 0.07307043745036913, "mask_rcnn/false_positive": 0.08758213415789322, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1831999868154526, "total_loss": 0.6473820804385468} {"data_time": 0.011605942156165838, "eta_seconds": 5454.488295698538, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2572903363133248, "fast_rcnn/fg_cls_accuracy": 0.7180859374999999, "iteration": 85319, "loss_box_reg": 0.20385432243347168, "loss_cls": 0.15694382414221764, "loss_mask": 0.2241872474551201, "loss_rpn_cls": 0.02193409577012062, "loss_rpn_loc": 0.057600792963057756, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.896971027368279, "mask_rcnn/false_negative": 0.10315934110825725, "mask_rcnn/false_positive": 0.1087240355738747, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1563062728382647, "total_loss": 0.6565818829985801} {"data_time": 0.011870652670040727, "eta_seconds": 5431.178516657092, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2362862731359841, "fast_rcnn/fg_cls_accuracy": 0.7317567010794712, "iteration": 85339, "loss_box_reg": 0.20009962655603886, "loss_cls": 0.14255866967141628, "loss_mask": 0.21941975317895412, "loss_rpn_cls": 0.01917044418223668, "loss_rpn_loc": 0.056743145221844316, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8948966734374313, "mask_rcnn/false_negative": 0.09444984010226051, "mask_rcnn/false_positive": 0.10481444420889702, "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": 1.1558675521519035, "total_loss": 0.642829745891504} {"data_time": 0.012860663700848818, "eta_seconds": 5406.63730032742, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.27559559622131413, "fast_rcnn/fg_cls_accuracy": 0.7185340041811289, "iteration": 85359, "loss_box_reg": 0.22466925252228975, "loss_cls": 0.15756697300821543, "loss_mask": 0.23115955479443073, "loss_rpn_cls": 0.01860592485172674, "loss_rpn_loc": 0.06839424709323794, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8912670681874574, "mask_rcnn/false_negative": 0.09897659950692526, "mask_rcnn/false_positive": 0.11295576589226831, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 1.1630971522536129, "total_loss": 0.6884662250522524} {"data_time": 0.01399115496315062, "eta_seconds": 5384.558958574198, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25483570613323725, "fast_rcnn/fg_cls_accuracy": 0.7181165168341266, "iteration": 85379, "loss_box_reg": 0.2006739671342075, "loss_cls": 0.15444428380578756, "loss_mask": 0.21611357852816582, "loss_rpn_cls": 0.019981416000518948, "loss_rpn_loc": 0.07733234344050288, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901206612460058, "mask_rcnn/false_negative": 0.0976659837973233, "mask_rcnn/false_positive": 0.10727213571516073, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.1698592277243733, "total_loss": 0.6840647446806543} {"data_time": 0.013194160535931587, "eta_seconds": 5361.832685675472, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22328805885681946, "fast_rcnn/fg_cls_accuracy": 0.7503772941921036, "iteration": 85399, "loss_box_reg": 0.2151647862046957, "loss_cls": 0.15885945549234748, "loss_mask": 0.22491014190018177, "loss_rpn_cls": 0.018392055659205653, "loss_rpn_loc": 0.06097040604799986, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069067987779273, "mask_rcnn/false_negative": 0.08656201980326894, "mask_rcnn/false_positive": 0.10759919548409479, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.1729780903551728, "total_loss": 0.6814030784298666} {"data_time": 0.012153486954048276, "eta_seconds": 5342.38211216405, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2336714380510001, "fast_rcnn/fg_cls_accuracy": 0.7410078413856422, "iteration": 85419, "loss_box_reg": 0.21856848150491714, "loss_cls": 0.1541028213687241, "loss_mask": 0.22605739161372185, "loss_rpn_cls": 0.019173961482010782, "loss_rpn_loc": 0.0676562056178227, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084594480448743, "mask_rcnn/false_negative": 0.08243280231881357, "mask_rcnn/false_positive": 0.10118793019029745, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 1.1792088467627764, "total_loss": 0.6720040758955292} {"data_time": 0.011937961680814624, "eta_seconds": 5320.028031561524, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.23933559420924042, "fast_rcnn/fg_cls_accuracy": 0.7493545493545493, "iteration": 85439, "loss_box_reg": 0.21522491611540318, "loss_cls": 0.15924076829105616, "loss_mask": 0.2191102784126997, "loss_rpn_cls": 0.02049497731786687, "loss_rpn_loc": 0.07070297049358487, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9027053483566557, "mask_rcnn/false_negative": 0.08040740637407125, "mask_rcnn/false_positive": 0.10883213362509167, "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": 1.1564711660612375, "total_loss": 0.6911077492404729} {"data_time": 0.011803412809967995, "eta_seconds": 5297.473758319393, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.24565037817186813, "fast_rcnn/fg_cls_accuracy": 0.7303649803649803, "iteration": 85459, "loss_box_reg": 0.21045839600265026, "loss_cls": 0.15088101103901863, "loss_mask": 0.2120125275105238, "loss_rpn_cls": 0.021702480276871938, "loss_rpn_loc": 0.05850738822482526, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9045074067395495, "mask_rcnn/false_negative": 0.09698153677484297, "mask_rcnn/false_positive": 0.10063531262636367, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1722588853444904, "total_loss": 0.6604583164444193} {"data_time": 0.011866272194311023, "eta_seconds": 5272.394573576748, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2516904784221309, "fast_rcnn/fg_cls_accuracy": 0.7289225602076257, "iteration": 85479, "loss_box_reg": 0.2001158930361271, "loss_cls": 0.14465294498950243, "loss_mask": 0.21896601095795631, "loss_rpn_cls": 0.02072143671102822, "loss_rpn_loc": 0.059968300396576524, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904236268052002, "mask_rcnn/false_negative": 0.07822918412337794, "mask_rcnn/false_positive": 0.10772802175536855, "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": 1.1615818918216974, "total_loss": 0.6455830161576159} {"data_time": 0.012379357125610113, "eta_seconds": 5250.505717238411, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.25744917850181004, "fast_rcnn/fg_cls_accuracy": 0.7225982985786907, "iteration": 85499, "loss_box_reg": 0.21870153583586216, "loss_cls": 0.1561423521488905, "loss_mask": 0.225476436316967, "loss_rpn_cls": 0.02013006212655455, "loss_rpn_loc": 0.06546988990157843, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8958973684453428, "mask_rcnn/false_negative": 0.09957197591108882, "mask_rcnn/false_positive": 0.11668925710971681, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.175980358850211, "total_loss": 0.6763650188804604} {"data_time": 0.012539032846689224, "eta_seconds": 5227.734554857016, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26813990312965724, "fast_rcnn/fg_cls_accuracy": 0.7138576277241873, "iteration": 85519, "loss_box_reg": 0.21983951330184937, "loss_cls": 0.17299925442785025, "loss_mask": 0.22583218663930893, "loss_rpn_cls": 0.021054964163340628, "loss_rpn_loc": 0.06119003565981984, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.894668815333229, "mask_rcnn/false_negative": 0.09440510660726531, "mask_rcnn/false_positive": 0.11026885754431523, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1696833679452538, "total_loss": 0.7228528165724128} {"data_time": 0.012727601919323206, "eta_seconds": 5204.39645416569, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.23268986537973074, "fast_rcnn/fg_cls_accuracy": 0.734888980263158, "iteration": 85539, "loss_box_reg": 0.2317112348973751, "loss_cls": 0.1789746955037117, "loss_mask": 0.2335561215877533, "loss_rpn_cls": 0.022403868671972305, "loss_rpn_loc": 0.06302624614909291, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8939110508468158, "mask_rcnn/false_negative": 0.08420431624997401, "mask_rcnn/false_positive": 0.12469795508835901, "roi_head/num_bg_samples": 420.375, "roi_head/num_fg_samples": 91.625, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.152498351642862, "total_loss": 0.7321143110166304} {"data_time": 0.012234760681167245, "eta_seconds": 5180.498974341899, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22210326602520666, "fast_rcnn/fg_cls_accuracy": 0.7725843610245291, "iteration": 85559, "loss_box_reg": 0.2174459621310234, "loss_cls": 0.16132821515202522, "loss_mask": 0.2179155144840479, "loss_rpn_cls": 0.02080489636864513, "loss_rpn_loc": 0.05027250666171312, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9104393959990528, "mask_rcnn/false_negative": 0.07848091898492955, "mask_rcnn/false_positive": 0.09521520182573417, "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": 1.1623949673958123, "total_loss": 0.6657808021263918} {"data_time": 0.01099763112142682, "eta_seconds": 5157.452425500378, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.25854384973259703, "fast_rcnn/fg_cls_accuracy": 0.7343471455280663, "iteration": 85579, "loss_box_reg": 0.2086763884872198, "loss_cls": 0.15556623972952366, "loss_mask": 0.21882609091699123, "loss_rpn_cls": 0.01680425464292057, "loss_rpn_loc": 0.05196323886048049, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054908292058925, "mask_rcnn/false_negative": 0.09014955181845155, "mask_rcnn/false_positive": 0.10598094512869727, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.169992963084951, "total_loss": 0.6525689093978144} {"data_time": 0.01175885135307908, "eta_seconds": 5131.336333137006, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22237460815047022, "fast_rcnn/fg_cls_accuracy": 0.7683745348219032, "iteration": 85599, "loss_box_reg": 0.20844008959829807, "loss_cls": 0.15223818086087704, "loss_mask": 0.22785628400743008, "loss_rpn_cls": 0.01791801187209785, "loss_rpn_loc": 0.06435158709064126, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005086594129024, "mask_rcnn/false_negative": 0.0875800856598358, "mask_rcnn/false_positive": 0.10747063474330157, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.1491429726593196, "total_loss": 0.6935940721596126} {"data_time": 0.01233319565653801, "eta_seconds": 5108.012077077292, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.20572916666666669, "fast_rcnn/fg_cls_accuracy": 0.7595591142744167, "iteration": 85619, "loss_box_reg": 0.22012906521558762, "loss_cls": 0.1629095682874322, "loss_mask": 0.22412429936230183, "loss_rpn_cls": 0.024308997992193326, "loss_rpn_loc": 0.05954869790002704, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084516351796649, "mask_rcnn/false_negative": 0.0785753339501098, "mask_rcnn/false_positive": 0.10579263918551358, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1840260215103626, "total_loss": 0.6885005298536271} {"data_time": 0.011652606539428234, "eta_seconds": 5084.687821017578, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.26820175438596494, "fast_rcnn/fg_cls_accuracy": 0.6939821029082774, "iteration": 85639, "loss_box_reg": 0.20051194168627262, "loss_cls": 0.15036563016474247, "loss_mask": 0.22448555566370487, "loss_rpn_cls": 0.017239938031707425, "loss_rpn_loc": 0.058010005159303546, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8944515999162332, "mask_rcnn/false_negative": 0.10044936101888366, "mask_rcnn/false_positive": 0.11270441898125251, "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": 1.1663818694651127, "total_loss": 0.6775765595957637} {"data_time": 0.011898354394361377, "eta_seconds": 5063.821069514379, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.23978527426243385, "fast_rcnn/fg_cls_accuracy": 0.7494023012872605, "iteration": 85659, "loss_box_reg": 0.21795297972857952, "loss_cls": 0.14925247803330421, "loss_mask": 0.2289906833320856, "loss_rpn_cls": 0.01852646571933292, "loss_rpn_loc": 0.059919758001342416, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8976761605837966, "mask_rcnn/false_negative": 0.09353165873081945, "mask_rcnn/false_positive": 0.10917705375134144, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.180949875852093, "total_loss": 0.680918279569596} {"data_time": 0.013068669242784381, "eta_seconds": 5040.518630594015, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2128998199944614, "fast_rcnn/fg_cls_accuracy": 0.7633550305818977, "iteration": 85679, "loss_box_reg": 0.21044278144836426, "loss_cls": 0.1512924525886774, "loss_mask": 0.21814517863094807, "loss_rpn_cls": 0.01907417338952655, "loss_rpn_loc": 0.060597038362175226, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9125658468020412, "mask_rcnn/false_negative": 0.08264359953582183, "mask_rcnn/false_positive": 0.09818859560582295, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1669462353456765, "total_loss": 0.6793745178147219} {"data_time": 0.011788461590185761, "eta_seconds": 5014.715052838437, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.28216518267538676, "fast_rcnn/fg_cls_accuracy": 0.6897531467676892, "iteration": 85699, "loss_box_reg": 0.22064737230539322, "loss_cls": 0.17009203135967255, "loss_mask": 0.22935565374791622, "loss_rpn_cls": 0.019333261298015714, "loss_rpn_loc": 0.05886444682255387, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9009654203341191, "mask_rcnn/false_negative": 0.09163638259608389, "mask_rcnn/false_positive": 0.10784625978894435, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.1520142138469964, "total_loss": 0.7014699511346407} {"data_time": 0.011222347849979997, "eta_seconds": 4990.029164450243, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.20209424083769634, "fast_rcnn/fg_cls_accuracy": 0.793254596371606, "iteration": 85719, "loss_box_reg": 0.19383243843913078, "loss_cls": 0.14894627314060926, "loss_mask": 0.22542310319840908, "loss_rpn_cls": 0.019213058229070157, "loss_rpn_loc": 0.05460600974038243, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9075161593253507, "mask_rcnn/false_negative": 0.08227849054729094, "mask_rcnn/false_positive": 0.10391532475053561, "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": 1.112926831934601, "total_loss": 0.6453185698046582} {"data_time": 0.012753578368574381, "eta_seconds": 4965.752575406805, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.23779735078575068, "fast_rcnn/fg_cls_accuracy": 0.7352264213956259, "iteration": 85739, "loss_box_reg": 0.19003164488822222, "loss_cls": 0.14780038967728615, "loss_mask": 0.21787529438734055, "loss_rpn_cls": 0.017013079137541354, "loss_rpn_loc": 0.053628729307092726, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9064277905673518, "mask_rcnn/false_negative": 0.08045913640336066, "mask_rcnn/false_positive": 0.09938991921371301, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.129598140483722, "total_loss": 0.641451295115985} {"data_time": 0.012501898454502225, "eta_seconds": 4943.569534178823, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2482809562181037, "fast_rcnn/fg_cls_accuracy": 0.723627509371825, "iteration": 85759, "loss_box_reg": 0.22036845237016678, "loss_cls": 0.16257681231945753, "loss_mask": 0.23208440095186234, "loss_rpn_cls": 0.025299751898273826, "loss_rpn_loc": 0.06388654350303113, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8999165136159792, "mask_rcnn/false_negative": 0.08401496909895632, "mask_rcnn/false_positive": 0.10701708505440058, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1728520460892469, "total_loss": 0.7002344724023715} {"data_time": 0.012347094947472215, "eta_seconds": 4919.427819196135, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2739596469104666, "fast_rcnn/fg_cls_accuracy": 0.6985756179304566, "iteration": 85779, "loss_box_reg": 0.20658018253743649, "loss_cls": 0.16518188267946243, "loss_mask": 0.22946891374886036, "loss_rpn_cls": 0.020431731129065156, "loss_rpn_loc": 0.053926431806758046, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020315553260132, "mask_rcnn/false_negative": 0.08246499601875712, "mask_rcnn/false_positive": 0.11384004867148081, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.154984007589519, "total_loss": 0.6977554272016278} {"data_time": 0.013048101915046573, "eta_seconds": 4895.812398288399, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24324490297224272, "fast_rcnn/fg_cls_accuracy": 0.7518115942028986, "iteration": 85799, "loss_box_reg": 0.19616790302097797, "loss_cls": 0.1568081872537732, "loss_mask": 0.22489064559340477, "loss_rpn_cls": 0.018078337365295738, "loss_rpn_loc": 0.059470562962815166, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049499290093428, "mask_rcnn/false_negative": 0.0862854188309449, "mask_rcnn/false_positive": 0.10644649467423109, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1601832553278655, "total_loss": 0.6501415077946149} {"data_time": 0.012179170968011022, "eta_seconds": 4872.798171620816, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.23385046326222797, "fast_rcnn/fg_cls_accuracy": 0.7406687675070027, "iteration": 85819, "loss_box_reg": 0.23130329232662916, "loss_cls": 0.15753313712775707, "loss_mask": 0.22395692020654678, "loss_rpn_cls": 0.022712280799169093, "loss_rpn_loc": 0.06682998465839773, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.902002664543249, "mask_rcnn/false_negative": 0.08131846933158651, "mask_rcnn/false_positive": 0.10225924680163048, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1558731535915285, "total_loss": 0.6748333440918941} {"data_time": 0.011650993023067713, "eta_seconds": 4847.079603075981, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24648373983739835, "fast_rcnn/fg_cls_accuracy": 0.7360294117647059, "iteration": 85839, "loss_box_reg": 0.20442442409694195, "loss_cls": 0.14876562263816595, "loss_mask": 0.21368188131600618, "loss_rpn_cls": 0.016210958012379706, "loss_rpn_loc": 0.04986881325021386, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9031106925978923, "mask_rcnn/false_negative": 0.08481245766162275, "mask_rcnn/false_positive": 0.10347527871821074, "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": 1.1449739139061421, "total_loss": 0.6322449442232028} {"data_time": 0.011596169089898467, "eta_seconds": 4824.58496728912, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2415768194070081, "fast_rcnn/fg_cls_accuracy": 0.7409927866362946, "iteration": 85859, "loss_box_reg": 0.21770739741623402, "loss_cls": 0.16557665169239044, "loss_mask": 0.2158453967422247, "loss_rpn_cls": 0.020640880684368312, "loss_rpn_loc": 0.06757026189006865, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9118625351926485, "mask_rcnn/false_negative": 0.07103812309805776, "mask_rcnn/false_positive": 0.093679843044368, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.1732373950071633, "total_loss": 0.6858853194280528} {"data_time": 0.012357369065284729, "eta_seconds": 4800.164617653936, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.25849058061127544, "fast_rcnn/fg_cls_accuracy": 0.7194029850746269, "iteration": 85879, "loss_box_reg": 0.2251998819410801, "loss_cls": 0.15656980220228434, "loss_mask": 0.23202317208051682, "loss_rpn_cls": 0.022027478960808367, "loss_rpn_loc": 0.07203837437555194, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8927930102127395, "mask_rcnn/false_negative": 0.09251933662958853, "mask_rcnn/false_positive": 0.1141788092509864, "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": 1.154034512815997, "total_loss": 0.7126582878408954} {"data_time": 0.01222545956261456, "eta_seconds": 4778.7158909020945, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24649532710280375, "fast_rcnn/fg_cls_accuracy": 0.7223239191073919, "iteration": 85899, "loss_box_reg": 0.1800276879221201, "loss_cls": 0.14399531669914722, "loss_mask": 0.20791134238243103, "loss_rpn_cls": 0.01750247977906838, "loss_rpn_loc": 0.05887315212748945, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072125852971139, "mask_rcnn/false_negative": 0.07936501137733534, "mask_rcnn/false_positive": 0.11398165326814731, "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": 1.1610611809883267, "total_loss": 0.6137026771903038} {"data_time": 0.011741409311071038, "eta_seconds": 4756.224052682519, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24168806161745826, "fast_rcnn/fg_cls_accuracy": 0.7395409706879811, "iteration": 85919, "loss_box_reg": 0.21032226271927357, "loss_cls": 0.1579733667895198, "loss_mask": 0.22543615102767944, "loss_rpn_cls": 0.016798693512100726, "loss_rpn_loc": 0.0619598429184407, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8938634664392073, "mask_rcnn/false_negative": 0.102928145157106, "mask_rcnn/false_positive": 0.109805082901597, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.170808414928615, "total_loss": 0.6713170903967693} {"data_time": 0.012462850427255034, "eta_seconds": 4729.795263642445, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2830964970257766, "fast_rcnn/fg_cls_accuracy": 0.700255405084343, "iteration": 85939, "loss_box_reg": 0.21762294322252274, "loss_cls": 0.16325811902061105, "loss_mask": 0.22583533637225628, "loss_rpn_cls": 0.02063956402707845, "loss_rpn_loc": 0.06551948701962829, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8912545313927098, "mask_rcnn/false_negative": 0.09867281480094305, "mask_rcnn/false_positive": 0.11232904892432818, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 205.125, "rpn/num_pos_anchors": 50.875, "time": 1.1393748936243355, "total_loss": 0.693392883928027} {"data_time": 0.012063490925356746, "eta_seconds": 4706.658435268328, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23780044867001388, "fast_rcnn/fg_cls_accuracy": 0.7427998948889765, "iteration": 85959, "loss_box_reg": 0.21181123610585928, "loss_cls": 0.15960873942822218, "loss_mask": 0.2296193316578865, "loss_rpn_cls": 0.020860440272372216, "loss_rpn_loc": 0.07699798955582082, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8896741403907534, "mask_rcnn/false_negative": 0.08761072806765313, "mask_rcnn/false_positive": 0.11397652921790853, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.14429138507694, "total_loss": 0.6852859854116105} {"data_time": 0.012540595140308142, "eta_seconds": 4683.358145984821, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.23900926728448563, "fast_rcnn/fg_cls_accuracy": 0.7464964330955397, "iteration": 85979, "loss_box_reg": 0.2163055334240198, "loss_cls": 0.1567535689100623, "loss_mask": 0.23255816474556923, "loss_rpn_cls": 0.022771958727389574, "loss_rpn_loc": 0.0638903679791838, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9132316829793141, "mask_rcnn/false_negative": 0.07531180369820528, "mask_rcnn/false_positive": 0.10383158513035393, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1532496290747076, "total_loss": 0.6908437728416175} {"data_time": 0.013281527440994978, "eta_seconds": 4660.057856701314, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26948985256924307, "fast_rcnn/fg_cls_accuracy": 0.7135375307241445, "iteration": 85999, "loss_box_reg": 0.21968217939138412, "loss_cls": 0.15616728737950325, "loss_mask": 0.23208816349506378, "loss_rpn_cls": 0.019108743756078184, "loss_rpn_loc": 0.05372548464220017, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8879356776359327, "mask_rcnn/false_negative": 0.0995457353999627, "mask_rcnn/false_positive": 0.11663530002845293, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1738096612971276, "total_loss": 0.705102103529498} {"data_time": 0.01317889685742557, "eta_seconds": 4637.052227733657, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.25689655172413794, "fast_rcnn/fg_cls_accuracy": 0.7259854217930266, "iteration": 86019, "loss_box_reg": 0.20327104721218348, "loss_cls": 0.1538360482081771, "loss_mask": 0.21958311647176743, "loss_rpn_cls": 0.015954714472172782, "loss_rpn_loc": 0.05764866294339299, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9080123969189158, "mask_rcnn/false_negative": 0.0786207379655821, "mask_rcnn/false_positive": 0.1078958712963551, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.17039728583768, "total_loss": 0.6548635076906066} {"data_time": 0.01232908759266138, "eta_seconds": 4613.457278134301, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23748332280036516, "fast_rcnn/fg_cls_accuracy": 0.7312887579050777, "iteration": 86039, "loss_box_reg": 0.20438329316675663, "loss_cls": 0.1510975444689393, "loss_mask": 0.22445953264832497, "loss_rpn_cls": 0.018160424195230007, "loss_rpn_loc": 0.06440627877600491, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9016298735256376, "mask_rcnn/false_negative": 0.08251222056941893, "mask_rcnn/false_positive": 0.11091757868459487, "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": 1.1669321504887193, "total_loss": 0.6586477066157386} {"data_time": 0.011973046464845538, "eta_seconds": 4589.51902047731, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.24035352232824805, "fast_rcnn/fg_cls_accuracy": 0.73320395124185, "iteration": 86059, "loss_box_reg": 0.20641838293522596, "loss_cls": 0.16072141379117966, "loss_mask": 0.22856822423636913, "loss_rpn_cls": 0.01977247290778905, "loss_rpn_loc": 0.06345060747116804, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8918467395350218, "mask_rcnn/false_negative": 0.09251820771466844, "mask_rcnn/false_positive": 0.1108602696725289, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1487814551219344, "total_loss": 0.6942596340377349} {"data_time": 0.010874054860323668, "eta_seconds": 4566.515508200973, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.19884976140962474, "fast_rcnn/fg_cls_accuracy": 0.7767857142857143, "iteration": 86079, "loss_box_reg": 0.20988945849239826, "loss_cls": 0.16287065483629704, "loss_mask": 0.21989758126437664, "loss_rpn_cls": 0.016972524113953114, "loss_rpn_loc": 0.06008155405288562, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9119827803458308, "mask_rcnn/false_negative": 0.0766605792994558, "mask_rcnn/false_positive": 0.09929106924084796, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.1729568873997778, "total_loss": 0.6745290692197159} {"data_time": 0.012585419695824385, "eta_seconds": 4543.556410283782, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.23728813559322035, "fast_rcnn/fg_cls_accuracy": 0.7457627118644068, "iteration": 86099, "loss_box_reg": 0.21539896726608276, "loss_cls": 0.1569010317325592, "loss_mask": 0.22137702628970146, "loss_rpn_cls": 0.020833974733250216, "loss_rpn_loc": 0.06352714775130153, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134986844334297, "mask_rcnn/false_negative": 0.08320202145281214, "mask_rcnn/false_positive": 0.08092039658309474, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1550982794724405, "total_loss": 0.6963014392531477} {"data_time": 0.012272704159840941, "eta_seconds": 4520.672959936783, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25741283805799936, "fast_rcnn/fg_cls_accuracy": 0.718433734939759, "iteration": 86119, "loss_box_reg": 0.20912772044539452, "loss_cls": 0.15135742630809546, "loss_mask": 0.22135131619870663, "loss_rpn_cls": 0.018691212870180607, "loss_rpn_loc": 0.06558204651810229, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035851235588425, "mask_rcnn/false_negative": 0.09032849777058374, "mask_rcnn/false_positive": 0.09906344249405054, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 1.1712510813958943, "total_loss": 0.6458940008014906} {"data_time": 0.012165460968390107, "eta_seconds": 4497.370521998964, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.21115063068348489, "fast_rcnn/fg_cls_accuracy": 0.7438677171966332, "iteration": 86139, "loss_box_reg": 0.2058430016040802, "loss_cls": 0.15466212946921587, "loss_mask": 0.22399896942079067, "loss_rpn_cls": 0.019893978264008183, "loss_rpn_loc": 0.06385258981026709, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9079679048639409, "mask_rcnn/false_negative": 0.08907913234175388, "mask_rcnn/false_positive": 0.10458709171528724, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 206.875, "rpn/num_pos_anchors": 49.125, "time": 1.164573961403221, "total_loss": 0.6679181630024686} {"data_time": 0.013288422487676144, "eta_seconds": 4471.658167541027, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2289117432197973, "fast_rcnn/fg_cls_accuracy": 0.7529896168993913, "iteration": 86159, "loss_box_reg": 0.20321239158511162, "loss_cls": 0.14060784596949816, "loss_mask": 0.22140705585479736, "loss_rpn_cls": 0.01734693731123116, "loss_rpn_loc": 0.05360802949871868, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904256393353331, "mask_rcnn/false_negative": 0.09667441956830466, "mask_rcnn/false_positive": 0.09743335901416146, "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": 1.152587071992457, "total_loss": 0.6288099555531517} {"data_time": 0.012623895425349474, "eta_seconds": 4445.089605874382, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22276437456703113, "fast_rcnn/fg_cls_accuracy": 0.7682750519562664, "iteration": 86179, "loss_box_reg": 0.20241420902311802, "loss_cls": 0.1720895366743207, "loss_mask": 0.21905982494354248, "loss_rpn_cls": 0.020043470547534525, "loss_rpn_loc": 0.06037696520797908, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910335303087859, "mask_rcnn/false_negative": 0.0872047473654588, "mask_rcnn/false_positive": 0.10581147658033638, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1634515835903585, "total_loss": 0.6828352672164328} {"data_time": 0.011584964813664556, "eta_seconds": 4421.024788636714, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24063467820627044, "fast_rcnn/fg_cls_accuracy": 0.7395141969577129, "iteration": 86199, "loss_box_reg": 0.21209832839667797, "loss_cls": 0.1664301697164774, "loss_mask": 0.21623141318559647, "loss_rpn_cls": 0.0201073448988609, "loss_rpn_loc": 0.06373139098286629, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9019888502975975, "mask_rcnn/false_negative": 0.086524936950296, "mask_rcnn/false_positive": 0.10699199825729833, "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": 1.154540081275627, "total_loss": 0.6968066723202355} {"data_time": 0.011137562803924084, "eta_seconds": 4400.557761224918, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21840056045051598, "fast_rcnn/fg_cls_accuracy": 0.7550544047428865, "iteration": 86219, "loss_box_reg": 0.21723365038633347, "loss_cls": 0.15651031350716949, "loss_mask": 0.21950628608465195, "loss_rpn_cls": 0.021147579769603908, "loss_rpn_loc": 0.06267778109759092, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9012056746890809, "mask_rcnn/false_negative": 0.08015108395800734, "mask_rcnn/false_positive": 0.10333755219903308, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1669934501405805, "total_loss": 0.6855394640588202} {"data_time": 0.011942594079300761, "eta_seconds": 4377.495662979782, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.24916107382550334, "fast_rcnn/fg_cls_accuracy": 0.7310430605592726, "iteration": 86239, "loss_box_reg": 0.2098662257194519, "loss_cls": 0.1473362660035491, "loss_mask": 0.23728984221816063, "loss_rpn_cls": 0.019999380805529654, "loss_rpn_loc": 0.06194254383444786, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8990117390362842, "mask_rcnn/false_negative": 0.08529615433134419, "mask_rcnn/false_positive": 0.11714646392391492, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.1654881045687944, "total_loss": 0.6796700255945325} {"data_time": 0.01222322043031454, "eta_seconds": 4353.991012428887, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2564336233478914, "fast_rcnn/fg_cls_accuracy": 0.6922768234300196, "iteration": 86259, "loss_box_reg": 0.23281355760991573, "loss_cls": 0.17721365299075842, "loss_mask": 0.240709962323308, "loss_rpn_cls": 0.02500919165322557, "loss_rpn_loc": 0.06987869832664728, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057910624275294, "mask_rcnn/false_negative": 0.08660448481832445, "mask_rcnn/false_positive": 0.11074603571394534, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1779017504304647, "total_loss": 0.7672133794985712} {"data_time": 0.011880977777764201, "eta_seconds": 4330.926560182124, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.23455400981996727, "fast_rcnn/fg_cls_accuracy": 0.7432692307692308, "iteration": 86279, "loss_box_reg": 0.20479705883190036, "loss_cls": 0.14870740193873644, "loss_mask": 0.2201582109555602, "loss_rpn_cls": 0.01853443014260847, "loss_rpn_loc": 0.0625033985124901, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9033941110427622, "mask_rcnn/false_negative": 0.09486444543989003, "mask_rcnn/false_positive": 0.1104422216994164, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.1566584091633558, "total_loss": 0.6734764582142816} {"data_time": 0.0118420603685081, "eta_seconds": 4303.189832507633, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2344281255920154, "fast_rcnn/fg_cls_accuracy": 0.7394872213603332, "iteration": 86299, "loss_box_reg": 0.19705965742468834, "loss_cls": 0.1531028551980853, "loss_mask": 0.2114651072770357, "loss_rpn_cls": 0.019613125157775357, "loss_rpn_loc": 0.05992255522869527, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9051040027869441, "mask_rcnn/false_negative": 0.08015377587859585, "mask_rcnn/false_positive": 0.10137002467974543, "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": 1.1250600011553615, "total_loss": 0.6453923359513283} {"data_time": 0.012461514910683036, "eta_seconds": 4278.488948829472, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2663614291300276, "fast_rcnn/fg_cls_accuracy": 0.7232274960052081, "iteration": 86319, "loss_box_reg": 0.21471329778432846, "loss_cls": 0.16165398061275482, "loss_mask": 0.23173716105520725, "loss_rpn_cls": 0.01993771456182003, "loss_rpn_loc": 0.05936525599099696, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8980600484874801, "mask_rcnn/false_negative": 0.09872206233822162, "mask_rcnn/false_positive": 0.11459698091359757, "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": 1.1528383262921125, "total_loss": 0.6666133861290291} {"data_time": 0.011972801061347127, "eta_seconds": 4255.873772059567, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2765215892017045, "fast_rcnn/fg_cls_accuracy": 0.6842747630438155, "iteration": 86339, "loss_box_reg": 0.20157079119235277, "loss_cls": 0.16073013469576836, "loss_mask": 0.22204478830099106, "loss_rpn_cls": 0.018876566813560203, "loss_rpn_loc": 0.06503745284862816, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8981193237885654, "mask_rcnn/false_negative": 0.09044015652087334, "mask_rcnn/false_positive": 0.11817893106135606, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1622808219399303, "total_loss": 0.6635973607189953} {"data_time": 0.012250907020643353, "eta_seconds": 4231.983634168282, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2307428319292712, "fast_rcnn/fg_cls_accuracy": 0.7260777122800701, "iteration": 86359, "loss_box_reg": 0.2222043303772807, "loss_cls": 0.1630777707323432, "loss_mask": 0.22515324223786592, "loss_rpn_cls": 0.02115499641513452, "loss_rpn_loc": 0.06082178605720401, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018649505256648, "mask_rcnn/false_negative": 0.08845423859296511, "mask_rcnn/false_positive": 0.1067911500562789, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1518083256669343, "total_loss": 0.6870619282708503} {"data_time": 0.011513421777635813, "eta_seconds": 4208.155137915164, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2625463272373777, "fast_rcnn/fg_cls_accuracy": 0.6931980246493114, "iteration": 86379, "loss_box_reg": 0.19677343778312206, "loss_cls": 0.13822558289393783, "loss_mask": 0.21553706005215645, "loss_rpn_cls": 0.023799990478437394, "loss_rpn_loc": 0.059931545867584646, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9023304702038737, "mask_rcnn/false_negative": 0.09474724099405896, "mask_rcnn/false_positive": 0.11548175964021526, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1638382009696215, "total_loss": 0.6313193259993568} {"data_time": 0.011484072310850024, "eta_seconds": 4185.7122257351875, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2668600508905853, "fast_rcnn/fg_cls_accuracy": 0.7106847843119697, "iteration": 86399, "loss_box_reg": 0.20501162484288216, "loss_cls": 0.14928320981562138, "loss_mask": 0.2202618308365345, "loss_rpn_cls": 0.01844745984999463, "loss_rpn_loc": 0.06282105797436088, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062896402403327, "mask_rcnn/false_negative": 0.09068200057973264, "mask_rcnn/false_positive": 0.10864078360996018, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.1798744790721685, "total_loss": 0.6551411217078567} {"data_time": 0.011452581034973264, "eta_seconds": 4160.107587184757, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2564141598668453, "fast_rcnn/fg_cls_accuracy": 0.7131904063914437, "iteration": 86419, "loss_box_reg": 0.2030834499746561, "loss_cls": 0.14152904599905014, "loss_mask": 0.22427168861031532, "loss_rpn_cls": 0.020046381396241486, "loss_rpn_loc": 0.0608694339171052, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8976331808259262, "mask_rcnn/false_negative": 0.08384726535090792, "mask_rcnn/false_positive": 0.11485777662636232, "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": 1.1473153161350638, "total_loss": 0.6736668386729434} {"data_time": 0.012073762016370893, "eta_seconds": 4136.379744336009, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23624484904549659, "fast_rcnn/fg_cls_accuracy": 0.7360681114551084, "iteration": 86439, "loss_box_reg": 0.19343444611877203, "loss_cls": 0.14488130621612072, "loss_mask": 0.21270077116787434, "loss_rpn_cls": 0.016673139354679734, "loss_rpn_loc": 0.05480130738578737, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9016811290995248, "mask_rcnn/false_negative": 0.07922564092540318, "mask_rcnn/false_positive": 0.10549330605906346, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.1416593722533435, "total_loss": 0.623619903519284} {"data_time": 0.012643028981983662, "eta_seconds": 4113.695918605663, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3068459493117027, "fast_rcnn/fg_cls_accuracy": 0.6876745986335027, "iteration": 86459, "loss_box_reg": 0.23841354623436928, "loss_cls": 0.17391821183264256, "loss_mask": 0.2303228247910738, "loss_rpn_cls": 0.019321535248309374, "loss_rpn_loc": 0.07118357997387648, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8973610388588029, "mask_rcnn/false_negative": 0.08333136081780079, "mask_rcnn/false_positive": 0.12200838947447976, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1754026794806123, "total_loss": 0.7419264070922509} {"data_time": 0.012012607185170054, "eta_seconds": 4091.083191111684, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2255286090657299, "fast_rcnn/fg_cls_accuracy": 0.76409061226328, "iteration": 86479, "loss_box_reg": 0.20079075172543526, "loss_cls": 0.1449766457080841, "loss_mask": 0.2216948326677084, "loss_rpn_cls": 0.018450810690410435, "loss_rpn_loc": 0.0649027752224356, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90030317288243, "mask_rcnn/false_negative": 0.0892529490679282, "mask_rcnn/false_positive": 0.11150064895377469, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.1637294655665755, "total_loss": 0.6466424305690452} {"data_time": 0.012879614951089025, "eta_seconds": 4066.6654789820313, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.25490084556174875, "fast_rcnn/fg_cls_accuracy": 0.7288562165851439, "iteration": 86499, "loss_box_reg": 0.2030738778412342, "loss_cls": 0.1424438189715147, "loss_mask": 0.224255483597517, "loss_rpn_cls": 0.017863340151961893, "loss_rpn_loc": 0.05369475646875799, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053281606949424, "mask_rcnn/false_negative": 0.09095061144089796, "mask_rcnn/false_positive": 0.10688335784379374, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1783935248386115, "total_loss": 0.6387761984369718} {"data_time": 0.012044440023601055, "eta_seconds": 4042.2836974449456, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2726580252014047, "fast_rcnn/fg_cls_accuracy": 0.6997310088180568, "iteration": 86519, "loss_box_reg": 0.2056734822690487, "loss_cls": 0.15209482796490192, "loss_mask": 0.23025445267558098, "loss_rpn_cls": 0.020477143465541303, "loss_rpn_loc": 0.05802483833394945, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8912479619507377, "mask_rcnn/false_negative": 0.09884981517229295, "mask_rcnn/false_positive": 0.11683309497711124, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1626475183293223, "total_loss": 0.6595140802673995} {"data_time": 0.01167438947595656, "eta_seconds": 4020.4041741462424, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.26227889757301526, "fast_rcnn/fg_cls_accuracy": 0.7292101341281669, "iteration": 86539, "loss_box_reg": 0.22032122686505318, "loss_cls": 0.1627260511741042, "loss_mask": 0.22396801225841045, "loss_rpn_cls": 0.02526919392403215, "loss_rpn_loc": 0.06420602137222886, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020168723226996, "mask_rcnn/false_negative": 0.08968427231196627, "mask_rcnn/false_positive": 0.11183413783541693, "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": 1.1720589532051235, "total_loss": 0.6917310047429055} {"data_time": 0.01079178717918694, "eta_seconds": 3997.0359231717885, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22643037201130548, "fast_rcnn/fg_cls_accuracy": 0.7677181603773585, "iteration": 86559, "loss_box_reg": 0.21933944895863533, "loss_cls": 0.1515543321147561, "loss_mask": 0.22655200771987438, "loss_rpn_cls": 0.019587953749578446, "loss_rpn_loc": 0.0727734100073576, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9059810281692025, "mask_rcnn/false_negative": 0.08768846872526037, "mask_rcnn/false_positive": 0.10327101343174105, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.1622326960787177, "total_loss": 0.6967702237743651} {"data_time": 0.012503040488809347, "eta_seconds": 3973.467616676353, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26171875, "fast_rcnn/fg_cls_accuracy": 0.7108216084766371, "iteration": 86579, "loss_box_reg": 0.20425473898649216, "loss_cls": 0.1484808661043644, "loss_mask": 0.21224009059369564, "loss_rpn_cls": 0.018934903055196628, "loss_rpn_loc": 0.06010188756044954, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084375410520134, "mask_rcnn/false_negative": 0.07647374036560275, "mask_rcnn/false_positive": 0.10594976760396665, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1662420309148729, "total_loss": 0.6487118882068899} {"data_time": 0.0119528837967664, "eta_seconds": 3951.3369888067245, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22500364910232082, "fast_rcnn/fg_cls_accuracy": 0.7677711283024375, "iteration": 86599, "loss_box_reg": 0.2109624044969678, "loss_cls": 0.14721859339624643, "loss_mask": 0.21931923367083073, "loss_rpn_cls": 0.016600191360339522, "loss_rpn_loc": 0.05923692474607378, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024484904738216, "mask_rcnn/false_negative": 0.08065381949563685, "mask_rcnn/false_positive": 0.10518561712565347, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.1712615841533989, "total_loss": 0.6458237106489833} {"data_time": 0.011879470897838473, "eta_seconds": 3927.320180325769, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2512517693786576, "fast_rcnn/fg_cls_accuracy": 0.7111169697315168, "iteration": 86619, "loss_box_reg": 0.22170360013842583, "loss_cls": 0.16480938345193863, "loss_mask": 0.21656219847500324, "loss_rpn_cls": 0.021986178297083825, "loss_rpn_loc": 0.058591670356690884, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8978797963345353, "mask_rcnn/false_negative": 0.08178187963775588, "mask_rcnn/false_positive": 0.10938516666406431, "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": 1.1750403905753046, "total_loss": 0.6793716556858271} {"data_time": 0.012332946062088013, "eta_seconds": 3904.20752171427, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.21778254065455535, "fast_rcnn/fg_cls_accuracy": 0.738419032492886, "iteration": 86639, "loss_box_reg": 0.221033894456923, "loss_cls": 0.165195697452873, "loss_mask": 0.22040819004178047, "loss_rpn_cls": 0.019712810404598713, "loss_rpn_loc": 0.06138491060119122, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9071303595760117, "mask_rcnn/false_negative": 0.07446309721404662, "mask_rcnn/false_positive": 0.10626974213749721, "roi_head/num_bg_samples": 426.125, "roi_head/num_fg_samples": 85.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.172651470405981, "total_loss": 0.6811108839465305} {"data_time": 0.013199928449466825, "eta_seconds": 3881.6075125336647, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.25410753100626515, "fast_rcnn/fg_cls_accuracy": 0.733402995471961, "iteration": 86659, "loss_box_reg": 0.2319055926054716, "loss_cls": 0.1646017786115408, "loss_mask": 0.22004729509353638, "loss_rpn_cls": 0.0201580926659517, "loss_rpn_loc": 0.06426111911423504, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9042741813624404, "mask_rcnn/false_negative": 0.09592368076333216, "mask_rcnn/false_positive": 0.09932734670330123, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1873163438867778, "total_loss": 0.7096194381592795} {"data_time": 0.013558526523411274, "eta_seconds": 3860.1568304002285, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2614186592122997, "fast_rcnn/fg_cls_accuracy": 0.7369090999850247, "iteration": 86679, "loss_box_reg": 0.2094346322119236, "loss_cls": 0.15415160078555346, "loss_mask": 0.21716563031077385, "loss_rpn_cls": 0.01654510578373447, "loss_rpn_loc": 0.0633171140216291, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8990285915862317, "mask_rcnn/false_negative": 0.09805889199034343, "mask_rcnn/false_positive": 0.11297486226776884, "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": 1.1795917400158942, "total_loss": 0.6652528382255696} {"data_time": 0.013346474384889007, "eta_seconds": 3837.543733092025, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.20942548864535082, "fast_rcnn/fg_cls_accuracy": 0.7532282885052857, "iteration": 86699, "loss_box_reg": 0.2049607690423727, "loss_cls": 0.14935949770733714, "loss_mask": 0.22047929279506207, "loss_rpn_cls": 0.018466211738996208, "loss_rpn_loc": 0.055706126149743795, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8943384683751225, "mask_rcnn/false_negative": 0.09388701599814006, "mask_rcnn/false_positive": 0.12475083902459452, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1564044165425003, "total_loss": 0.6465679053217173} {"data_time": 0.011854059062898159, "eta_seconds": 3815.245377868414, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24608426445922377, "fast_rcnn/fg_cls_accuracy": 0.7210057593856656, "iteration": 86719, "loss_box_reg": 0.2197162453085184, "loss_cls": 0.1617835694923997, "loss_mask": 0.21952288411557674, "loss_rpn_cls": 0.021105009131133556, "loss_rpn_loc": 0.0667822863906622, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9022398298281051, "mask_rcnn/false_negative": 0.07924497327892953, "mask_rcnn/false_positive": 0.11786387379501528, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1579112000763416, "total_loss": 0.7054069657751825} {"data_time": 0.012591460719704628, "eta_seconds": 3793.742475663312, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.21472880061115354, "fast_rcnn/fg_cls_accuracy": 0.7514705882352941, "iteration": 86739, "loss_box_reg": 0.20900611113756895, "loss_cls": 0.1484201904386282, "loss_mask": 0.21729991398751736, "loss_rpn_cls": 0.01720660424325615, "loss_rpn_loc": 0.054524218663573265, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9104554321728691, "mask_rcnn/false_negative": 0.0886115768711123, "mask_rcnn/false_positive": 0.09325528364901767, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.1921469860244542, "total_loss": 0.6426277706050314} {"data_time": 0.010506890714168549, "eta_seconds": 3769.6168700885028, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.27923787905762265, "fast_rcnn/fg_cls_accuracy": 0.7053495018032887, "iteration": 86759, "loss_box_reg": 0.20737663935869932, "loss_cls": 0.1429478283971548, "loss_mask": 0.2141379825770855, "loss_rpn_cls": 0.01865219441242516, "loss_rpn_loc": 0.0577236982062459, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8987528646853198, "mask_rcnn/false_negative": 0.09939979436445295, "mask_rcnn/false_positive": 0.11029673534812737, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.1707213427871466, "total_loss": 0.660738741455134} {"data_time": 0.013145303120836616, "eta_seconds": 3748.3792459545657, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.27370129870129867, "fast_rcnn/fg_cls_accuracy": 0.6989587730406641, "iteration": 86779, "loss_box_reg": 0.22094419971108437, "loss_cls": 0.154913485981524, "loss_mask": 0.23314731754362583, "loss_rpn_cls": 0.017733783948642667, "loss_rpn_loc": 0.06123070901958272, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8919842975514171, "mask_rcnn/false_negative": 0.08928957709210222, "mask_rcnn/false_positive": 0.12080194666484878, "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": 1.167528998106718, "total_loss": 0.685213788645342} {"data_time": 0.01272178185172379, "eta_seconds": 3726.1354111135006, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.23996328029375763, "fast_rcnn/fg_cls_accuracy": 0.7061765154985493, "iteration": 86799, "loss_box_reg": 0.20816152915358543, "loss_cls": 0.15870131645351648, "loss_mask": 0.21361771412193775, "loss_rpn_cls": 0.020330040308181196, "loss_rpn_loc": 0.0609405436553061, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9064099363328186, "mask_rcnn/false_negative": 0.09239946380082478, "mask_rcnn/false_positive": 0.10311148819594496, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.1680920745711774, "total_loss": 0.6611583064077422} {"data_time": 0.012394698802381754, "eta_seconds": 3702.847064794041, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.24848561856258233, "fast_rcnn/fg_cls_accuracy": 0.7340637192837394, "iteration": 86819, "loss_box_reg": 0.22501352056860924, "loss_cls": 0.16587843652814627, "loss_mask": 0.2369583621621132, "loss_rpn_cls": 0.021524110750760883, "loss_rpn_loc": 0.06797211291268468, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8942855841316117, "mask_rcnn/false_negative": 0.0910019749710757, "mask_rcnn/false_positive": 0.11962030734666328, "roi_head/num_bg_samples": 420.625, "roi_head/num_fg_samples": 91.375, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 1.1632086443714797, "total_loss": 0.7473539958009496} {"data_time": 0.01147626992315054, "eta_seconds": 3681.9616736099124, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.23944997629208153, "fast_rcnn/fg_cls_accuracy": 0.7529491833030852, "iteration": 86839, "loss_box_reg": 0.23400388099253178, "loss_cls": 0.15882193483412266, "loss_mask": 0.22379878163337708, "loss_rpn_cls": 0.020894959263387136, "loss_rpn_loc": 0.06577154574915767, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8987826242290529, "mask_rcnn/false_negative": 0.09269169245204456, "mask_rcnn/false_positive": 0.12616774984581397, "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": 1.1893073392566293, "total_loss": 0.7160947819356807} {"data_time": 0.013324219034984708, "eta_seconds": 3657.9980096546933, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2402643826399013, "fast_rcnn/fg_cls_accuracy": 0.7380064338663808, "iteration": 86859, "loss_box_reg": 0.2197222951799631, "loss_cls": 0.15618073288351297, "loss_mask": 0.22247766517102718, "loss_rpn_cls": 0.01685332840133924, "loss_rpn_loc": 0.05680409353226423, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081439314168155, "mask_rcnn/false_negative": 0.08830961207555493, "mask_rcnn/false_positive": 0.10031733930393386, "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": 1.156996042234823, "total_loss": 0.6600712389481487} {"data_time": 0.012448241002857685, "eta_seconds": 3634.9065683595836, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.22086909871244637, "fast_rcnn/fg_cls_accuracy": 0.7715579710144927, "iteration": 86879, "loss_box_reg": 0.2084762006998062, "loss_cls": 0.16197590250521898, "loss_mask": 0.225367471575737, "loss_rpn_cls": 0.020282963931094855, "loss_rpn_loc": 0.06264276010915637, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9145167979340108, "mask_rcnn/false_negative": 0.08604902067895556, "mask_rcnn/false_positive": 0.10044685503749842, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.167716060532257, "total_loss": 0.6605959394364618} {"data_time": 0.01145417895168066, "eta_seconds": 3612.9751472501084, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.27945624617536496, "fast_rcnn/fg_cls_accuracy": 0.71452050004371, "iteration": 86899, "loss_box_reg": 0.2299201712012291, "loss_cls": 0.16760069131851196, "loss_mask": 0.23366400599479675, "loss_rpn_cls": 0.02306392032187432, "loss_rpn_loc": 0.059957777382805943, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8963899188200336, "mask_rcnn/false_negative": 0.09681382500832925, "mask_rcnn/false_positive": 0.10500488059344842, "roi_head/num_bg_samples": 425.125, "roi_head/num_fg_samples": 86.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.184872779995203, "total_loss": 0.7030657673021778} {"data_time": 0.012663283850997686, "eta_seconds": 3589.29261745885, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.18611542945977458, "fast_rcnn/fg_cls_accuracy": 0.7569665303649856, "iteration": 86919, "loss_box_reg": 0.19914119597524405, "loss_cls": 0.154077491723001, "loss_mask": 0.21710515208542347, "loss_rpn_cls": 0.019496952299959958, "loss_rpn_loc": 0.054258534917607903, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9148871459865435, "mask_rcnn/false_negative": 0.0807569017929029, "mask_rcnn/false_positive": 0.08914366164472118, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1689727203920484, "total_loss": 0.6514832009852398} {"data_time": 0.011665415950119495, "eta_seconds": 3568.674480789341, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.7543103448275862, "iteration": 86939, "loss_box_reg": 0.23084326926618814, "loss_cls": 0.1623371271416545, "loss_mask": 0.23052198253571987, "loss_rpn_cls": 0.020592650107573718, "loss_rpn_loc": 0.05782523192465305, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024470275531596, "mask_rcnn/false_negative": 0.09091263921262449, "mask_rcnn/false_positive": 0.10072199366290434, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1722358600236475, "total_loss": 0.7377841990673915} {"data_time": 0.01215990330092609, "eta_seconds": 3545.076344795525, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.22074287422221014, "fast_rcnn/fg_cls_accuracy": 0.7617458980742002, "iteration": 86959, "loss_box_reg": 0.1986497351899743, "loss_cls": 0.14979061670601368, "loss_mask": 0.22921355068683624, "loss_rpn_cls": 0.01927278973744251, "loss_rpn_loc": 0.05893823516089469, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9073259295775609, "mask_rcnn/false_negative": 0.08224922287275771, "mask_rcnn/false_positive": 0.09620747064996857, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.1486506797373295, "total_loss": 0.6687084642471746} {"data_time": 0.011674577370285988, "eta_seconds": 3523.774865148589, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28457301777729305, "fast_rcnn/fg_cls_accuracy": 0.6985019172601044, "iteration": 86979, "loss_box_reg": 0.22545922175049782, "loss_cls": 0.16329842992126942, "loss_mask": 0.23308860696852207, "loss_rpn_cls": 0.020124223752645776, "loss_rpn_loc": 0.05965779069811106, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8942373472572712, "mask_rcnn/false_negative": 0.09554986049555397, "mask_rcnn/false_positive": 0.11815968867931845, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.176343925530091, "total_loss": 0.715340286900755} {"data_time": 0.012032910948619246, "eta_seconds": 3499.8489303980023, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2230001012179898, "fast_rcnn/fg_cls_accuracy": 0.748998468245552, "iteration": 86999, "loss_box_reg": 0.20900260005146265, "loss_cls": 0.15493253152817488, "loss_mask": 0.2288116943091154, "loss_rpn_cls": 0.018849451560527086, "loss_rpn_loc": 0.061412088689394295, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041166855631142, "mask_rcnn/false_negative": 0.07970436273489093, "mask_rcnn/false_positive": 0.10730408215234993, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.163289723917842, "total_loss": 0.6727227091905661} {"data_time": 0.012176993070170283, "eta_seconds": 3476.516604195349, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.22256620308630215, "fast_rcnn/fg_cls_accuracy": 0.7774337969136978, "iteration": 87019, "loss_box_reg": 0.18952091317623854, "loss_cls": 0.1459761941805482, "loss_mask": 0.22235245443880558, "loss_rpn_cls": 0.019213311839848757, "loss_rpn_loc": 0.06885050074197352, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9106160379923349, "mask_rcnn/false_negative": 0.06949608600219681, "mask_rcnn/false_positive": 0.11099352736372159, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.169786716112867, "total_loss": 0.647071457511629} {"data_time": 0.010844770586118102, "eta_seconds": 3453.3850061148405, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.212562843792512, "fast_rcnn/fg_cls_accuracy": 0.7565905792320886, "iteration": 87039, "loss_box_reg": 0.2125610876828432, "loss_cls": 0.16191886365413666, "loss_mask": 0.22315798699855804, "loss_rpn_cls": 0.021862184803467244, "loss_rpn_loc": 0.07016065157949924, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134610616401608, "mask_rcnn/false_negative": 0.07202148854516899, "mask_rcnn/false_positive": 0.10393762421881034, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.176685570506379, "total_loss": 0.6856173718115315} {"data_time": 0.01195234339684248, "eta_seconds": 3430.7875860203058, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29200779727095516, "fast_rcnn/fg_cls_accuracy": 0.6944669365721997, "iteration": 87059, "loss_box_reg": 0.22369225043803453, "loss_cls": 0.16355224326252937, "loss_mask": 0.233577286824584, "loss_rpn_cls": 0.02200937719317153, "loss_rpn_loc": 0.05962214688770473, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9032681750910547, "mask_rcnn/false_negative": 0.09247129079393901, "mask_rcnn/false_positive": 0.11592910712017906, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.141636733431369, "total_loss": 0.7032700357958674} {"data_time": 0.01144849811680615, "eta_seconds": 3407.093578223139, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.23324979114452798, "fast_rcnn/fg_cls_accuracy": 0.7300546448087432, "iteration": 87079, "loss_box_reg": 0.22645882051438093, "loss_cls": 0.16875452362000942, "loss_mask": 0.22424785047769547, "loss_rpn_cls": 0.021463418590428773, "loss_rpn_loc": 0.05882850056514144, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9077714365660794, "mask_rcnn/false_negative": 0.08416898189622285, "mask_rcnn/false_positive": 0.09760410918629228, "roi_head/num_bg_samples": 428.125, "roi_head/num_fg_samples": 83.875, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.169083958491683, "total_loss": 0.7015999168870621} {"data_time": 0.012378504266962409, "eta_seconds": 3384.1102038975805, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24775132275132275, "fast_rcnn/fg_cls_accuracy": 0.7377947295423024, "iteration": 87099, "loss_box_reg": 0.2250162772834301, "loss_cls": 0.16150699788704515, "loss_mask": 0.2115802001208067, "loss_rpn_cls": 0.018970027362229303, "loss_rpn_loc": 0.06798963248729706, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9051891719297107, "mask_rcnn/false_negative": 0.08541273821841983, "mask_rcnn/false_positive": 0.10160716690182228, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.1688147680833936, "total_loss": 0.6662107817828655} {"data_time": 0.010391924297437072, "eta_seconds": 3360.8058156073093, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2654100866021396, "fast_rcnn/fg_cls_accuracy": 0.7263591560141691, "iteration": 87119, "loss_box_reg": 0.2203586883842945, "loss_cls": 0.15870296210050583, "loss_mask": 0.22397390380501747, "loss_rpn_cls": 0.022125002753455192, "loss_rpn_loc": 0.051833163015544415, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015793286315674, "mask_rcnn/false_negative": 0.0834452856937879, "mask_rcnn/false_positive": 0.11065406930429333, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.1712435889057815, "total_loss": 0.6851268970640376} {"data_time": 0.011690485524013638, "eta_seconds": 3337.912849294953, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24536405781292608, "fast_rcnn/fg_cls_accuracy": 0.740685800637799, "iteration": 87139, "loss_box_reg": 0.22218591533601284, "loss_cls": 0.15120564866811037, "loss_mask": 0.22317642346024513, "loss_rpn_cls": 0.017907576984725893, "loss_rpn_loc": 0.06769816158339381, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005230827427841, "mask_rcnn/false_negative": 0.08109831935157191, "mask_rcnn/false_positive": 0.1088233281917738, "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": 1.168720724992454, "total_loss": 0.685826963337604} {"data_time": 0.01123214396648109, "eta_seconds": 3315.203496059403, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2710557156884483, "fast_rcnn/fg_cls_accuracy": 0.7142906265043669, "iteration": 87159, "loss_box_reg": 0.23059210926294327, "loss_cls": 0.15986190270632505, "loss_mask": 0.22823542170226574, "loss_rpn_cls": 0.021894180681556463, "loss_rpn_loc": 0.0632072004955262, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9056006274604576, "mask_rcnn/false_negative": 0.08054172638548088, "mask_rcnn/false_positive": 0.11197984133161934, "roi_head/num_bg_samples": 426.125, "roi_head/num_fg_samples": 85.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1531939781270921, "total_loss": 0.7032336057745852} {"data_time": 0.011629148852080107, "eta_seconds": 3291.5800815587863, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.25878095975232196, "fast_rcnn/fg_cls_accuracy": 0.7160060975609757, "iteration": 87179, "loss_box_reg": 0.20605465210974216, "loss_cls": 0.15296362061053514, "loss_mask": 0.22567911073565483, "loss_rpn_cls": 0.018996371189132333, "loss_rpn_loc": 0.06130170449614525, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8940694990156588, "mask_rcnn/false_negative": 0.10045484603976435, "mask_rcnn/false_positive": 0.10471513718661986, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1508352914825082, "total_loss": 0.6689061263459735} {"data_time": 0.01086010062135756, "eta_seconds": 3268.7481636181474, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24572928158325813, "fast_rcnn/fg_cls_accuracy": 0.7262722903472129, "iteration": 87199, "loss_box_reg": 0.2055716933682561, "loss_cls": 0.15495493542402983, "loss_mask": 0.22890540398657322, "loss_rpn_cls": 0.018392446916550398, "loss_rpn_loc": 0.05499112978577614, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9037987665304217, "mask_rcnn/false_negative": 0.08945073011934833, "mask_rcnn/false_positive": 0.10736240048849363, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.1681384320836514, "total_loss": 0.656056072213687} {"data_time": 0.012643269961699843, "eta_seconds": 3246.630115667358, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24117787165761995, "fast_rcnn/fg_cls_accuracy": 0.7505348264211629, "iteration": 87219, "loss_box_reg": 0.21202359814196825, "loss_cls": 0.1604590192437172, "loss_mask": 0.223459979519248, "loss_rpn_cls": 0.022543575381860137, "loss_rpn_loc": 0.06903402600437403, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970987377438802, "mask_rcnn/false_negative": 0.08529151571079346, "mask_rcnn/false_positive": 0.10657683096274337, "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": 1.184897089144215, "total_loss": 0.6795586174121127} {"data_time": 0.0118525221478194, "eta_seconds": 3223.053982425481, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23408965135583842, "fast_rcnn/fg_cls_accuracy": 0.7558116157855548, "iteration": 87239, "loss_box_reg": 0.19670391827821732, "loss_cls": 0.137736284872517, "loss_mask": 0.2232468295842409, "loss_rpn_cls": 0.01577222114428878, "loss_rpn_loc": 0.06024279957637191, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.916443679367539, "mask_rcnn/false_negative": 0.07753614769249988, "mask_rcnn/false_positive": 0.09396732230059188, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1566383289173245, "total_loss": 0.6691171280690469} {"data_time": 0.011771023739129305, "eta_seconds": 3199.6985187847167, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2676805765041059, "fast_rcnn/fg_cls_accuracy": 0.7208381721322052, "iteration": 87259, "loss_box_reg": 0.20855494122952223, "loss_cls": 0.1496917512267828, "loss_mask": 0.22441132739186287, "loss_rpn_cls": 0.02024383604293689, "loss_rpn_loc": 0.060700468020513654, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8996745496037921, "mask_rcnn/false_negative": 0.09291891977310401, "mask_rcnn/false_positive": 0.10287538329472692, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1700243649538606, "total_loss": 0.6435967971046921} {"data_time": 0.012196619063615799, "eta_seconds": 3176.5589620918036, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24339549780796402, "fast_rcnn/fg_cls_accuracy": 0.6959797420115079, "iteration": 87279, "loss_box_reg": 0.20121059473603964, "loss_cls": 0.15086039621382952, "loss_mask": 0.21849593333899975, "loss_rpn_cls": 0.01856259591295384, "loss_rpn_loc": 0.06012951931916177, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9120585152665718, "mask_rcnn/false_negative": 0.07450149828018214, "mask_rcnn/false_positive": 0.1080135181353912, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1606583262328058, "total_loss": 0.6508846988435835} {"data_time": 0.012124441331252456, "eta_seconds": 3154.056630539708, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25270162799401197, "fast_rcnn/fg_cls_accuracy": 0.7259063186898238, "iteration": 87299, "loss_box_reg": 0.20778687484562397, "loss_cls": 0.15189633145928383, "loss_mask": 0.22933836467564106, "loss_rpn_cls": 0.017327055567875504, "loss_rpn_loc": 0.06532764388248324, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8995156167935925, "mask_rcnn/false_negative": 0.0847783290580878, "mask_rcnn/false_positive": 0.10840202357413806, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1629396157804877, "total_loss": 0.6715465401066467} {"data_time": 0.012576714158058167, "eta_seconds": 3131.702252374962, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22236663652802893, "fast_rcnn/fg_cls_accuracy": 0.7515902010236629, "iteration": 87319, "loss_box_reg": 0.2131880922242999, "loss_cls": 0.16332788299769163, "loss_mask": 0.21896065026521683, "loss_rpn_cls": 0.020682691218098626, "loss_rpn_loc": 0.05407425563316792, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9052529878946652, "mask_rcnn/false_negative": 0.08366488266158112, "mask_rcnn/false_positive": 0.09678298235832151, "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": 1.169002500595525, "total_loss": 0.665105187377776} {"data_time": 0.012828340288251638, "eta_seconds": 3110.0048668589443, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2371468844454778, "fast_rcnn/fg_cls_accuracy": 0.7407482755948229, "iteration": 87339, "loss_box_reg": 0.21441208571195602, "loss_cls": 0.16171194752678275, "loss_mask": 0.2328247707337141, "loss_rpn_cls": 0.02280284813605249, "loss_rpn_loc": 0.06247693672776222, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9032119810498407, "mask_rcnn/false_negative": 0.09374515884299421, "mask_rcnn/false_positive": 0.1099851910596129, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1735269261989743, "total_loss": 0.7045997802051716} {"data_time": 0.012836448149755597, "eta_seconds": 3086.89655514434, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.24332948865820836, "fast_rcnn/fg_cls_accuracy": 0.7298375417994154, "iteration": 87359, "loss_box_reg": 0.2196559403091669, "loss_cls": 0.1582789635285735, "loss_mask": 0.226836534217, "loss_rpn_cls": 0.021603705128654838, "loss_rpn_loc": 0.05744777154177427, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020427165964424, "mask_rcnn/false_negative": 0.08225486597743777, "mask_rcnn/false_positive": 0.11819833318257685, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.1744362411554903, "total_loss": 0.6904946920039947} {"data_time": 0.013178313849493861, "eta_seconds": 3064.0806767111644, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.28967760955168564, "fast_rcnn/fg_cls_accuracy": 0.6960875150034744, "iteration": 87379, "loss_box_reg": 0.2124791368842125, "loss_cls": 0.15768799744546413, "loss_mask": 0.22022817842662334, "loss_rpn_cls": 0.015582691441522911, "loss_rpn_loc": 0.05875806137919426, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9000361999383526, "mask_rcnn/false_negative": 0.0930549153081058, "mask_rcnn/false_positive": 0.10782856916779518, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1743090176023543, "total_loss": 0.6711174994707108} {"data_time": 0.012898260960355401, "eta_seconds": 3040.4810167849064, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2598738282464792, "fast_rcnn/fg_cls_accuracy": 0.7057363776212453, "iteration": 87399, "loss_box_reg": 0.230083916336298, "loss_cls": 0.16634416859596968, "loss_mask": 0.22828887961804867, "loss_rpn_cls": 0.018161219340981916, "loss_rpn_loc": 0.06571554718539119, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9031454293962231, "mask_rcnn/false_negative": 0.079360433981972, "mask_rcnn/false_positive": 0.09913512571354707, "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": 1.1870735308621079, "total_loss": 0.7003579425363569} {"data_time": 0.01249873312190175, "eta_seconds": 3017.85656909924, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20922762849868762, "fast_rcnn/fg_cls_accuracy": 0.7776405995816872, "iteration": 87419, "loss_box_reg": 0.1925954408943653, "loss_cls": 0.1553788250312209, "loss_mask": 0.21224117279052734, "loss_rpn_cls": 0.01578728145977948, "loss_rpn_loc": 0.049934707349166274, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046097078941466, "mask_rcnn/false_negative": 0.08462375760773252, "mask_rcnn/false_positive": 0.10429195394132988, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.1734563875943422, "total_loss": 0.6079932528664358} {"data_time": 0.012989001581445336, "eta_seconds": 2994.6692913770676, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26489376973873097, "fast_rcnn/fg_cls_accuracy": 0.7196467991169978, "iteration": 87439, "loss_box_reg": 0.2049228698015213, "loss_cls": 0.15530972369015217, "loss_mask": 0.21612576581537724, "loss_rpn_cls": 0.01729519007494673, "loss_rpn_loc": 0.059212256921455264, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9141301801332777, "mask_rcnn/false_negative": 0.07654660294438853, "mask_rcnn/false_positive": 0.09303583860432127, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.163373518968001, "total_loss": 0.6636886647902429} {"data_time": 0.01106943073682487, "eta_seconds": 2970.5209613917395, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2775155170906548, "fast_rcnn/fg_cls_accuracy": 0.6949908208759508, "iteration": 87459, "loss_box_reg": 0.20314788818359375, "loss_cls": 0.16216376423835754, "loss_mask": 0.21658708527684212, "loss_rpn_cls": 0.019358486286364496, "loss_rpn_loc": 0.05460320599377155, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8972058372097191, "mask_rcnn/false_negative": 0.09296969211256684, "mask_rcnn/false_positive": 0.10970379422098828, "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": 1.164356414694339, "total_loss": 0.6529310502810404} {"data_time": 0.01272535091266036, "eta_seconds": 2947.9053121246397, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19872033215591497, "fast_rcnn/fg_cls_accuracy": 0.7946954204622916, "iteration": 87479, "loss_box_reg": 0.20054109953343868, "loss_cls": 0.14898807322606444, "loss_mask": 0.2167237550020218, "loss_rpn_cls": 0.018895229150075465, "loss_rpn_loc": 0.05677109211683273, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.912140603547136, "mask_rcnn/false_negative": 0.07907534694303114, "mask_rcnn/false_positive": 0.09616999438151605, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.1753302745055407, "total_loss": 0.6456496353202965} {"data_time": 0.013607158092781901, "eta_seconds": 2924.023548257537, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23852078008953534, "fast_rcnn/fg_cls_accuracy": 0.7175091336340715, "iteration": 87499, "loss_box_reg": 0.21748735196888447, "loss_cls": 0.16734986286610365, "loss_mask": 0.23242577351629734, "loss_rpn_cls": 0.017855406389571726, "loss_rpn_loc": 0.055587167385965586, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9037820154392671, "mask_rcnn/false_negative": 0.08820287354374387, "mask_rcnn/false_positive": 0.1013898252669629, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1486473444383591, "total_loss": 0.6802522831421811} {"data_time": 0.012718718033283949, "eta_seconds": 2900.631359871477, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27063104159878354, "fast_rcnn/fg_cls_accuracy": 0.7138428668173711, "iteration": 87519, "loss_box_reg": 0.22384276799857616, "loss_cls": 0.15353049524128437, "loss_mask": 0.2261390220373869, "loss_rpn_cls": 0.01876815181458369, "loss_rpn_loc": 0.05717080179601908, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8838847854009277, "mask_rcnn/false_negative": 0.1008220988526736, "mask_rcnn/false_positive": 0.12214461008071818, "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": 1.1469054708722979, "total_loss": 0.6845173904439434} {"data_time": 0.013967284467071295, "eta_seconds": 2877.601761636324, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.21886809163911197, "fast_rcnn/fg_cls_accuracy": 0.7659228294252425, "iteration": 87539, "loss_box_reg": 0.20038920640945435, "loss_cls": 0.14768532197922468, "loss_mask": 0.22342787310481071, "loss_rpn_cls": 0.019066864042542875, "loss_rpn_loc": 0.05585756013169885, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9112847834328297, "mask_rcnn/false_negative": 0.07164231691924947, "mask_rcnn/false_positive": 0.10241708579703543, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.1769636559765786, "total_loss": 0.6316913983318955} {"data_time": 0.013379023876041174, "eta_seconds": 2854.4558111950755, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.29635482511588707, "fast_rcnn/fg_cls_accuracy": 0.6807436836550996, "iteration": 87559, "loss_box_reg": 0.2120853876695037, "loss_cls": 0.16219625435769558, "loss_mask": 0.21541175432503223, "loss_rpn_cls": 0.019054661272093654, "loss_rpn_loc": 0.0719957035034895, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.900960526508566, "mask_rcnn/false_negative": 0.0853503830857189, "mask_rcnn/false_positive": 0.11660795612449673, "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": 1.168560401070863, "total_loss": 0.6783713077893481} {"data_time": 0.01251038396731019, "eta_seconds": 2831.058632414788, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22564935064935066, "fast_rcnn/fg_cls_accuracy": 0.7326482764447448, "iteration": 87579, "loss_box_reg": 0.19244740344583988, "loss_cls": 0.14753551688045263, "loss_mask": 0.21971214935183525, "loss_rpn_cls": 0.02156023411953356, "loss_rpn_loc": 0.06762890476966277, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8982827588665786, "mask_rcnn/false_negative": 0.0928094216709246, "mask_rcnn/false_positive": 0.09919651949228181, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1593885391484946, "total_loss": 0.6501377278764267} {"data_time": 0.012222283519804478, "eta_seconds": 2806.711195036769, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.2985679127182528, "fast_rcnn/fg_cls_accuracy": 0.6811231905121795, "iteration": 87599, "loss_box_reg": 0.2063224483281374, "loss_cls": 0.14464274980127811, "loss_mask": 0.22138168290257454, "loss_rpn_cls": 0.019171077146893367, "loss_rpn_loc": 0.0586362563772127, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8951161722702987, "mask_rcnn/false_negative": 0.09085636584874662, "mask_rcnn/false_positive": 0.12078930046249103, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.1450074666645378, "total_loss": 0.638326965199667} {"data_time": 0.01188544649630785, "eta_seconds": 2782.8897642390803, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24540585949805732, "fast_rcnn/fg_cls_accuracy": 0.7331933006590428, "iteration": 87619, "loss_box_reg": 0.2097118692472577, "loss_cls": 0.15191554091870785, "loss_mask": 0.22340586595237255, "loss_rpn_cls": 0.01730970889911987, "loss_rpn_loc": 0.06182971689850092, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9027011375967502, "mask_rcnn/false_negative": 0.08788729777111007, "mask_rcnn/false_positive": 0.11236000528634743, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.1574422316625714, "total_loss": 0.6568722100491868} {"data_time": 0.011812256649136543, "eta_seconds": 2759.498435659334, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.21152633690605835, "fast_rcnn/fg_cls_accuracy": 0.7827228230836031, "iteration": 87639, "loss_box_reg": 0.21135870646685362, "loss_cls": 0.15471999999135733, "loss_mask": 0.2215900495648384, "loss_rpn_cls": 0.020672384096542373, "loss_rpn_loc": 0.057187100406736135, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028359928844931, "mask_rcnn/false_negative": 0.09083040662457517, "mask_rcnn/false_positive": 0.10533475109157421, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.1607587321195751, "total_loss": 0.675726076180581} {"data_time": 0.012793319532647729, "eta_seconds": 2735.9407388046384, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.20509455548825628, "fast_rcnn/fg_cls_accuracy": 0.7474969474969475, "iteration": 87659, "loss_box_reg": 0.1972908340394497, "loss_cls": 0.14004744123667479, "loss_mask": 0.21416417695581913, "loss_rpn_cls": 0.017928126377228182, "loss_rpn_loc": 0.05658756475895643, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8967920513484935, "mask_rcnn/false_negative": 0.09197354646923656, "mask_rcnn/false_positive": 0.10167487735011269, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.1704945443198085, "total_loss": 0.6307934616343118} {"data_time": 0.013152934378013015, "eta_seconds": 2711.7839797772467, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.2791304347826087, "fast_rcnn/fg_cls_accuracy": 0.7032165351082262, "iteration": 87679, "loss_box_reg": 0.21122668590396643, "loss_cls": 0.15682368259876966, "loss_mask": 0.2206224910914898, "loss_rpn_cls": 0.020290193613618612, "loss_rpn_loc": 0.061328662442974746, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9112718789908953, "mask_rcnn/false_negative": 0.07587782813302699, "mask_rcnn/false_positive": 0.09783014101253251, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 234.875, "rpn/num_pos_anchors": 21.125, "time": 1.1546999206766486, "total_loss": 0.6933813146733883} {"data_time": 0.013255923055112362, "eta_seconds": 2687.817281112075, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22069088956506178, "fast_rcnn/fg_cls_accuracy": 0.7521864192604416, "iteration": 87699, "loss_box_reg": 0.19370236666873097, "loss_cls": 0.14855294674634933, "loss_mask": 0.23179133981466293, "loss_rpn_cls": 0.018675688887014985, "loss_rpn_loc": 0.054664194816723466, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8993186157512623, "mask_rcnn/false_negative": 0.09023353717657427, "mask_rcnn/false_positive": 0.1154729151581469, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1476937532424927, "total_loss": 0.6616419727215543} {"data_time": 0.013356314739212394, "eta_seconds": 2664.7839458752424, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2058542413381123, "fast_rcnn/fg_cls_accuracy": 0.7554987212276214, "iteration": 87719, "loss_box_reg": 0.18201574217528105, "loss_cls": 0.1308562126941979, "loss_mask": 0.21834852918982506, "loss_rpn_cls": 0.018809414810675662, "loss_rpn_loc": 0.06057872995734215, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9096195964607521, "mask_rcnn/false_negative": 0.07817673926212818, "mask_rcnn/false_positive": 0.09620622846153723, "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": 1.1638007231522352, "total_loss": 0.5991692629468162} {"data_time": 0.012462861835956573, "eta_seconds": 2639.5657074684277, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2332095994475138, "fast_rcnn/fg_cls_accuracy": 0.7270737685783208, "iteration": 87739, "loss_box_reg": 0.2061813734471798, "loss_cls": 0.16025799699127674, "loss_mask": 0.22565068863332272, "loss_rpn_cls": 0.020779589991434477, "loss_rpn_loc": 0.06561241811141372, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063929772395971, "mask_rcnn/false_negative": 0.09265772774382966, "mask_rcnn/false_positive": 0.09112839752977855, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.1682348328176886, "total_loss": 0.7054994913632981} {"data_time": 0.01301593892276287, "eta_seconds": 2617.1759813278913, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22902915813165414, "fast_rcnn/fg_cls_accuracy": 0.7545005070993915, "iteration": 87759, "loss_box_reg": 0.21910591702908278, "loss_cls": 0.16019190102815628, "loss_mask": 0.23402222245931625, "loss_rpn_cls": 0.02127298660343513, "loss_rpn_loc": 0.07213402073830366, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9030952514785178, "mask_rcnn/false_negative": 0.07647269113708366, "mask_rcnn/false_positive": 0.11744155028417769, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.1823180094361305, "total_loss": 0.6961144167580642} {"data_time": 0.012432634364813566, "eta_seconds": 2594.327984377742, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.23683310533515733, "fast_rcnn/fg_cls_accuracy": 0.720173076923077, "iteration": 87779, "loss_box_reg": 0.20664078183472157, "loss_cls": 0.1492191106081009, "loss_mask": 0.2134265024214983, "loss_rpn_cls": 0.018766506225802004, "loss_rpn_loc": 0.05479196459054947, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003790467079689, "mask_rcnn/false_negative": 0.0911452580425911, "mask_rcnn/false_positive": 0.11160197439436825, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.1718577824067324, "total_loss": 0.6527031632722355} {"data_time": 0.012301488080993295, "eta_seconds": 2570.0103900860995, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2684521425710853, "fast_rcnn/fg_cls_accuracy": 0.7293452142571085, "iteration": 87799, "loss_box_reg": 0.2006367240101099, "loss_cls": 0.16142482869327068, "loss_mask": 0.22196726314723492, "loss_rpn_cls": 0.018017634720308706, "loss_rpn_loc": 0.06232515536248684, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.898967417943296, "mask_rcnn/false_negative": 0.08423713662557664, "mask_rcnn/false_positive": 0.10757782437999516, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1569257234223187, "total_loss": 0.6526932355191093} {"data_time": 0.012863854877650738, "eta_seconds": 2547.9970930097625, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22209998239746523, "fast_rcnn/fg_cls_accuracy": 0.7457093821510298, "iteration": 87819, "loss_box_reg": 0.22035562992095947, "loss_cls": 0.17127656284719706, "loss_mask": 0.2227242086082697, "loss_rpn_cls": 0.017427461687475443, "loss_rpn_loc": 0.0657738302834332, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9051873497448032, "mask_rcnn/false_negative": 0.08706879960983824, "mask_rcnn/false_positive": 0.09223241126855276, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.1753249014727771, "total_loss": 0.7073385217227042} {"data_time": 0.011717544868588448, "eta_seconds": 2521.2013299018145, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2471641886695719, "fast_rcnn/fg_cls_accuracy": 0.7435064935064934, "iteration": 87839, "loss_box_reg": 0.21346027217805386, "loss_cls": 0.16475491970777512, "loss_mask": 0.22153932973742485, "loss_rpn_cls": 0.020584248355589807, "loss_rpn_loc": 0.05015328130684793, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101257894462134, "mask_rcnn/false_negative": 0.06932358214499976, "mask_rcnn/false_positive": 0.10612456922750665, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1447203799616545, "total_loss": 0.6782341428188374} {"data_time": 0.011596892727538943, "eta_seconds": 2497.3659713426605, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.24857741838873915, "fast_rcnn/fg_cls_accuracy": 0.7313366443110494, "iteration": 87859, "loss_box_reg": 0.23255831189453602, "loss_cls": 0.1728394189849496, "loss_mask": 0.22462652064859867, "loss_rpn_cls": 0.01729857042664662, "loss_rpn_loc": 0.04789363779127598, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8931855647798831, "mask_rcnn/false_negative": 0.0915118882531613, "mask_rcnn/false_positive": 0.12333634190146267, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.14302870281972, "total_loss": 0.70644082990475} {"data_time": 0.012444422580301762, "eta_seconds": 2473.8506983872503, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2874104300586276, "fast_rcnn/fg_cls_accuracy": 0.7040566118902176, "iteration": 87879, "loss_box_reg": 0.2030862644314766, "loss_cls": 0.15706997457891703, "loss_mask": 0.212838402017951, "loss_rpn_cls": 0.01931277452968061, "loss_rpn_loc": 0.06055902736261487, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8971295621423172, "mask_rcnn/false_negative": 0.09208007025312859, "mask_rcnn/false_positive": 0.10531114279267831, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.153298842953518, "total_loss": 0.6438704876345582} {"data_time": 0.011848587775602937, "eta_seconds": 2449.815689167008, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23949084350721422, "fast_rcnn/fg_cls_accuracy": 0.7349401254257447, "iteration": 87899, "loss_box_reg": 0.188821773044765, "loss_cls": 0.1407313086092472, "loss_mask": 0.21228989399969578, "loss_rpn_cls": 0.017245322233065963, "loss_rpn_loc": 0.06496301654260606, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9137270251974121, "mask_rcnn/false_negative": 0.07146644911574282, "mask_rcnn/false_positive": 0.09411720764056425, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1399682145565748, "total_loss": 0.6262769904569723} {"data_time": 0.012076000915840268, "eta_seconds": 2426.484111174941, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23980186480186483, "fast_rcnn/fg_cls_accuracy": 0.6964245431987368, "iteration": 87919, "loss_box_reg": 0.22330669686198235, "loss_cls": 0.15712530026212335, "loss_mask": 0.22282002307474613, "loss_rpn_cls": 0.019872438482707366, "loss_rpn_loc": 0.05985021428205073, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.895765105739228, "mask_rcnn/false_negative": 0.09091716265630495, "mask_rcnn/false_positive": 0.10789020342600078, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.1535458508878946, "total_loss": 0.69495826784987} {"data_time": 0.01222996274009347, "eta_seconds": 2402.4714358802885, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22692739886652336, "fast_rcnn/fg_cls_accuracy": 0.7619001547987616, "iteration": 87939, "loss_box_reg": 0.21608460322022438, "loss_cls": 0.14903716323897243, "loss_mask": 0.2287743128836155, "loss_rpn_cls": 0.019743146665859967, "loss_rpn_loc": 0.06867594923824072, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9050091089346015, "mask_rcnn/false_negative": 0.08643767998110202, "mask_rcnn/false_positive": 0.1071815251675377, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1563017629086971, "total_loss": 0.6763180838897824} {"data_time": 0.01202787202782929, "eta_seconds": 2379.512511016801, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26434919939594453, "fast_rcnn/fg_cls_accuracy": 0.7103175323614314, "iteration": 87959, "loss_box_reg": 0.19018169958144426, "loss_cls": 0.15409812983125448, "loss_mask": 0.21528289839625359, "loss_rpn_cls": 0.018690236436668783, "loss_rpn_loc": 0.05640407494502142, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9077297595956986, "mask_rcnn/false_negative": 0.07832526699224673, "mask_rcnn/false_positive": 0.0974894814074212, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.17068395530805, "total_loss": 0.6335097290575504} {"data_time": 0.011183655820786953, "eta_seconds": 2356.123159462586, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.25210084033613445, "fast_rcnn/fg_cls_accuracy": 0.7098609233146611, "iteration": 87979, "loss_box_reg": 0.20316354045644403, "loss_cls": 0.15758778993040323, "loss_mask": 0.21639335714280605, "loss_rpn_cls": 0.017127263534348458, "loss_rpn_loc": 0.057618978433310986, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068788378350077, "mask_rcnn/false_negative": 0.08322783492653256, "mask_rcnn/false_positive": 0.10829374290326924, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.168238528072834, "total_loss": 0.6384563038591295} {"data_time": 0.013471958925947547, "eta_seconds": 2333.6744671687484, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.24895624089172477, "fast_rcnn/fg_cls_accuracy": 0.7425654739711233, "iteration": 87999, "loss_box_reg": 0.23360742814838886, "loss_cls": 0.17341468622907996, "loss_mask": 0.22215169481933117, "loss_rpn_cls": 0.019815443782135844, "loss_rpn_loc": 0.06861400161869824, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9038877512899521, "mask_rcnn/false_negative": 0.083109710048245, "mask_rcnn/false_positive": 0.12355494785740329, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.1850945779588073, "total_loss": 0.7003827967564575} {"data_time": 0.012164303567260504, "eta_seconds": 2309.8262212146074, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.24146958203183103, "fast_rcnn/fg_cls_accuracy": 0.7461601372376925, "iteration": 88019, "loss_box_reg": 0.21887563727796078, "loss_cls": 0.16459015104919672, "loss_mask": 0.2185998298227787, "loss_rpn_cls": 0.020313935732701793, "loss_rpn_loc": 0.06122085964307189, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901138684238174, "mask_rcnn/false_negative": 0.09000082151364401, "mask_rcnn/false_positive": 0.10272260504666188, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1633206773549318, "total_loss": 0.678097775526112} {"data_time": 0.012852189363911748, "eta_seconds": 2286.2276910152286, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23247601279317698, "fast_rcnn/fg_cls_accuracy": 0.7250333155650319, "iteration": 88039, "loss_box_reg": 0.195377959869802, "loss_cls": 0.14389584539458156, "loss_mask": 0.22150596976280212, "loss_rpn_cls": 0.01871470082551241, "loss_rpn_loc": 0.05896470323204994, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008146234699503, "mask_rcnn/false_negative": 0.09127998300827718, "mask_rcnn/false_positive": 0.11098875102024963, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1704436230938882, "total_loss": 0.6537492294446565} {"data_time": 0.011846878565847874, "eta_seconds": 2262.2508449899033, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.26278703703703704, "fast_rcnn/fg_cls_accuracy": 0.7174485428488988, "iteration": 88059, "loss_box_reg": 0.2012840174138546, "loss_cls": 0.15041471365839243, "loss_mask": 0.21769498474895954, "loss_rpn_cls": 0.01734254986513406, "loss_rpn_loc": 0.0494990770239383, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054378837519408, "mask_rcnn/false_negative": 0.08111593071510378, "mask_rcnn/false_positive": 0.11325138388078489, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1350509824696928, "total_loss": 0.6463670780649409} {"data_time": 0.012896666303277016, "eta_seconds": 2238.7066000699997, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22115176984535656, "fast_rcnn/fg_cls_accuracy": 0.7669381291709083, "iteration": 88079, "loss_box_reg": 0.19049742072820663, "loss_cls": 0.12974993884563446, "loss_mask": 0.21210390608757734, "loss_rpn_cls": 0.0176167287863791, "loss_rpn_loc": 0.05395650665741414, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046542461060825, "mask_rcnn/false_negative": 0.08421218207670049, "mask_rcnn/false_positive": 0.10838354892869084, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1569767405744642, "total_loss": 0.5977872327785008} {"data_time": 0.0124472351744771, "eta_seconds": 2215.386739652604, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.22402597402597402, "fast_rcnn/fg_cls_accuracy": 0.7496791860491763, "iteration": 88099, "loss_box_reg": 0.20762650482356548, "loss_cls": 0.15191245498135686, "loss_mask": 0.20989259891211987, "loss_rpn_cls": 0.018853267887607217, "loss_rpn_loc": 0.06194853933993727, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903612091225349, "mask_rcnn/false_negative": 0.08140327426308613, "mask_rcnn/false_positive": 0.10604564776106604, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1657217482570559, "total_loss": 0.6398521907976829} {"data_time": 0.012576882494613528, "eta_seconds": 2191.2412802502513, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23027979553403283, "fast_rcnn/fg_cls_accuracy": 0.7353765178830454, "iteration": 88119, "loss_box_reg": 0.18957027047872543, "loss_cls": 0.13699334021657705, "loss_mask": 0.21795795671641827, "loss_rpn_cls": 0.017918925936101004, "loss_rpn_loc": 0.05209054774604738, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8961555055808513, "mask_rcnn/false_negative": 0.08125696652994147, "mask_rcnn/false_positive": 0.10968921277948593, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1458983970806003, "total_loss": 0.6232497497694567} {"data_time": 0.01249331934377551, "eta_seconds": 2166.0657241707668, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22621178576475576, "fast_rcnn/fg_cls_accuracy": 0.7702670874746809, "iteration": 88139, "loss_box_reg": 0.19529154803603888, "loss_cls": 0.14387639798223972, "loss_mask": 0.2139757890254259, "loss_rpn_cls": 0.016610106569714844, "loss_rpn_loc": 0.052321585128083825, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081438384376818, "mask_rcnn/false_negative": 0.07377773572226284, "mask_rcnn/false_positive": 0.09742325807331594, "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": 1.1500109443441033, "total_loss": 0.6364712917711586} {"data_time": 0.011532994685694575, "eta_seconds": 2142.969384212047, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.25918551555697145, "fast_rcnn/fg_cls_accuracy": 0.7303336703741152, "iteration": 88159, "loss_box_reg": 0.21211851947009563, "loss_cls": 0.15528350044041872, "loss_mask": 0.2227993831038475, "loss_rpn_cls": 0.022895469795912504, "loss_rpn_loc": 0.05828096647746861, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8996163224325875, "mask_rcnn/false_negative": 0.0963022291539905, "mask_rcnn/false_positive": 0.1121442109724366, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.1627791794016957, "total_loss": 0.6632218593003927} {"data_time": 0.01151971728540957, "eta_seconds": 2121.308047901839, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.25113311068702293, "fast_rcnn/fg_cls_accuracy": 0.7428093905472637, "iteration": 88179, "loss_box_reg": 0.22809799201786518, "loss_cls": 0.16264344844967127, "loss_mask": 0.2281190436333418, "loss_rpn_cls": 0.016431818949058652, "loss_rpn_loc": 0.06787254195660353, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034653468385814, "mask_rcnn/false_negative": 0.08803781467178301, "mask_rcnn/false_positive": 0.11798539444947895, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 1.177147344686091, "total_loss": 0.7151870481320657} {"data_time": 0.01186723099090159, "eta_seconds": 2098.1672944966704, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24618366405168435, "fast_rcnn/fg_cls_accuracy": 0.7289455060155696, "iteration": 88199, "loss_box_reg": 0.22230850905179977, "loss_cls": 0.16364927776157856, "loss_mask": 0.22974176332354546, "loss_rpn_cls": 0.02353784430306405, "loss_rpn_loc": 0.06682343012653291, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8908145680688058, "mask_rcnn/false_negative": 0.0928155531847644, "mask_rcnn/false_positive": 0.11472962409963951, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1712109493091702, "total_loss": 0.7123356410884298} {"data_time": 0.012054320191964507, "eta_seconds": 2073.388578509912, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2501182207773016, "fast_rcnn/fg_cls_accuracy": 0.7465434413263812, "iteration": 88219, "loss_box_reg": 0.2221222259104252, "loss_cls": 0.1644529616460204, "loss_mask": 0.21554164960980415, "loss_rpn_cls": 0.018828772008419037, "loss_rpn_loc": 0.06098629371263087, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8996636258151685, "mask_rcnn/false_negative": 0.09377102872075861, "mask_rcnn/false_positive": 0.10771072926848825, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.1802488535176963, "total_loss": 0.7077294487971812} {"data_time": 0.012020544381812215, "eta_seconds": 2049.610577709973, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.27026057735767484, "fast_rcnn/fg_cls_accuracy": 0.7109727056237406, "iteration": 88239, "loss_box_reg": 0.21226255409419537, "loss_cls": 0.16250464227050543, "loss_mask": 0.22341777570545673, "loss_rpn_cls": 0.01773689509718679, "loss_rpn_loc": 0.0515902079641819, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081165302210028, "mask_rcnn/false_negative": 0.08577799927665772, "mask_rcnn/false_positive": 0.10247228984103329, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1389297705609351, "total_loss": 0.6844383883289993} {"data_time": 0.011370205320417881, "eta_seconds": 2025.7870593946427, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27008432938063964, "fast_rcnn/fg_cls_accuracy": 0.7234503158944802, "iteration": 88259, "loss_box_reg": 0.21366535034030676, "loss_cls": 0.15586000587791204, "loss_mask": 0.22139613889157772, "loss_rpn_cls": 0.019884558103512973, "loss_rpn_loc": 0.06285673612728715, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9066431768776854, "mask_rcnn/false_negative": 0.0849480043331595, "mask_rcnn/false_positive": 0.10703178529927548, "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": 1.1104127776343375, "total_loss": 0.6880725712398998} {"data_time": 0.01262554689310491, "eta_seconds": 2002.8482317179441, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2526393201503514, "fast_rcnn/fg_cls_accuracy": 0.7382027292041182, "iteration": 88279, "loss_box_reg": 0.19615300372242928, "loss_cls": 0.14551554434001446, "loss_mask": 0.21840332634747028, "loss_rpn_cls": 0.019011368043720722, "loss_rpn_loc": 0.05448846938088536, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9037695301534625, "mask_rcnn/false_negative": 0.09035099456619385, "mask_rcnn/false_positive": 0.10218188175300498, "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": 1.1665114550851285, "total_loss": 0.6229395604459569} {"data_time": 0.011772341094911098, "eta_seconds": 1979.7374898334965, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23330084384851119, "fast_rcnn/fg_cls_accuracy": 0.7538351230574268, "iteration": 88299, "loss_box_reg": 0.22884097136557102, "loss_cls": 0.16081069596111774, "loss_mask": 0.2339018825441599, "loss_rpn_cls": 0.01876789575908333, "loss_rpn_loc": 0.06122862012125552, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8991208817968913, "mask_rcnn/false_negative": 0.09517571685206253, "mask_rcnn/false_positive": 0.1058446089747773, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.175771330948919, "total_loss": 0.7114873584359884} {"data_time": 0.012796492548659444, "eta_seconds": 1956.3577734678984, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2583477113569471, "fast_rcnn/fg_cls_accuracy": 0.7028173868091155, "iteration": 88319, "loss_box_reg": 0.21643895842134953, "loss_cls": 0.1541797947138548, "loss_mask": 0.23415925540030003, "loss_rpn_cls": 0.018215965712442994, "loss_rpn_loc": 0.05916402512229979, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9038825391992916, "mask_rcnn/false_negative": 0.0942225206571389, "mask_rcnn/false_positive": 0.11120749060161143, "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": 1.1667638719081879, "total_loss": 0.7144924211897887} {"data_time": 0.011398226954042912, "eta_seconds": 1933.3310748869553, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24234202490016443, "fast_rcnn/fg_cls_accuracy": 0.7470405411581882, "iteration": 88339, "loss_box_reg": 0.20161176659166813, "loss_cls": 0.14339633285999298, "loss_mask": 0.21331817097961903, "loss_rpn_cls": 0.02001057253801264, "loss_rpn_loc": 0.06834103469736874, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9103097539317537, "mask_rcnn/false_negative": 0.0876559961851178, "mask_rcnn/false_positive": 0.0943456568868671, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.1851192386820912, "total_loss": 0.650754854286788} {"data_time": 0.011764146387577057, "eta_seconds": 1909.7093797288835, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.23543018647466565, "fast_rcnn/fg_cls_accuracy": 0.7428655486907914, "iteration": 88359, "loss_box_reg": 0.195233516395092, "loss_cls": 0.1348916431888938, "loss_mask": 0.21396645717322826, "loss_rpn_cls": 0.015197814267594367, "loss_rpn_loc": 0.059455037117004395, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9074655009824939, "mask_rcnn/false_negative": 0.08337462310639948, "mask_rcnn/false_positive": 0.09503458080447258, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1620076505932957, "total_loss": 0.592405145871453} {"data_time": 0.012882599607110023, "eta_seconds": 1885.7220937125385, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2338888136205573, "fast_rcnn/fg_cls_accuracy": 0.7439915436540316, "iteration": 88379, "loss_box_reg": 0.2131796684116125, "loss_cls": 0.1677673403173685, "loss_mask": 0.21945512294769287, "loss_rpn_cls": 0.019485914846882224, "loss_rpn_loc": 0.06663958402350545, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9045538101604278, "mask_rcnn/false_negative": 0.07557365456632475, "mask_rcnn/false_positive": 0.11600425435537677, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.1645176706369966, "total_loss": 0.6965705644688569} {"data_time": 0.011888454435393214, "eta_seconds": 1862.666354328394, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23066075745366638, "fast_rcnn/fg_cls_accuracy": 0.7481524873828407, "iteration": 88399, "loss_box_reg": 0.19988360069692135, "loss_cls": 0.14770862739533186, "loss_mask": 0.22282920219004154, "loss_rpn_cls": 0.01808131323195994, "loss_rpn_loc": 0.054807478561997414, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018320603656901, "mask_rcnn/false_negative": 0.08016564136345963, "mask_rcnn/false_positive": 0.1186495069188248, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.1698789226356894, "total_loss": 0.6461352970800363} {"data_time": 0.012297069188207388, "eta_seconds": 1839.383024899289, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.21212184313986804, "fast_rcnn/fg_cls_accuracy": 0.7685372564178358, "iteration": 88419, "loss_box_reg": 0.21879506018012762, "loss_cls": 0.1613088697195053, "loss_mask": 0.2195846363902092, "loss_rpn_cls": 0.01811929210089147, "loss_rpn_loc": 0.06775934947654605, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.900641276823678, "mask_rcnn/false_negative": 0.08507552157751794, "mask_rcnn/false_positive": 0.10213578137811447, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.1707261090632528, "total_loss": 0.6841314181947382} {"data_time": 0.012840861221775413, "eta_seconds": 1816.3260726258159, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.24780701754385964, "fast_rcnn/fg_cls_accuracy": 0.7117198024247867, "iteration": 88439, "loss_box_reg": 0.21212343871593475, "loss_cls": 0.1650139414705336, "loss_mask": 0.22417162731289864, "loss_rpn_cls": 0.02338723442517221, "loss_rpn_loc": 0.07062649843282998, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9056151539128849, "mask_rcnn/false_negative": 0.08065853679881493, "mask_rcnn/false_positive": 0.11022118026017944, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1832862957380712, "total_loss": 0.6967544630169868} {"data_time": 0.012429444817826152, "eta_seconds": 1793.1482520140707, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2424746657072615, "fast_rcnn/fg_cls_accuracy": 0.7440524697037407, "iteration": 88459, "loss_box_reg": 0.21247156336903572, "loss_cls": 0.15000377874821424, "loss_mask": 0.22769850678741932, "loss_rpn_cls": 0.017813346232287586, "loss_rpn_loc": 0.062447970267385244, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9032889804289936, "mask_rcnn/false_negative": 0.07846883507504732, "mask_rcnn/false_positive": 0.11175866880908804, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.1651663950178772, "total_loss": 0.6782437722431496} {"data_time": 0.011782770045101643, "eta_seconds": 1769.8606123775244, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2149014778325123, "fast_rcnn/fg_cls_accuracy": 0.7638298240154894, "iteration": 88479, "loss_box_reg": 0.22773296758532524, "loss_cls": 0.16742614097893238, "loss_mask": 0.22949167154729366, "loss_rpn_cls": 0.02039176889229566, "loss_rpn_loc": 0.06104536633938551, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041871217071326, "mask_rcnn/false_negative": 0.08709529786459219, "mask_rcnn/false_positive": 0.10241312098376895, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.1672427484299988, "total_loss": 0.7174890303285792} {"data_time": 0.01096969353966415, "eta_seconds": 1746.2497071828693, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24119583564860925, "fast_rcnn/fg_cls_accuracy": 0.7482220963529376, "iteration": 88499, "loss_box_reg": 0.2018697066232562, "loss_cls": 0.14916864968836308, "loss_mask": 0.21403215639293194, "loss_rpn_cls": 0.01959100755630061, "loss_rpn_loc": 0.058671203441917896, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9037828141930309, "mask_rcnn/false_negative": 0.08674286736034495, "mask_rcnn/false_positive": 0.09607629923285446, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.14391445601359, "total_loss": 0.6382744838483632} {"data_time": 0.011728531448170543, "eta_seconds": 1723.454745290801, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.27056510909036346, "fast_rcnn/fg_cls_accuracy": 0.7255342399222924, "iteration": 88519, "loss_box_reg": 0.2223526369780302, "loss_cls": 0.1691107675433159, "loss_mask": 0.22571190632879734, "loss_rpn_cls": 0.020050706807523966, "loss_rpn_loc": 0.07275615364778787, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8990114327615459, "mask_rcnn/false_negative": 0.107403113522819, "mask_rcnn/false_positive": 0.11595827706871882, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1722626409027725, "total_loss": 0.7331450609490275} {"data_time": 0.0121887291315943, "eta_seconds": 1700.1949486183003, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2562446069303783, "fast_rcnn/fg_cls_accuracy": 0.7137012012012012, "iteration": 88539, "loss_box_reg": 0.21757028065621853, "loss_cls": 0.16587688215076923, "loss_mask": 0.22410771064460278, "loss_rpn_cls": 0.021797924884594977, "loss_rpn_loc": 0.05792267923243344, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020131939431721, "mask_rcnn/false_negative": 0.07976279319535269, "mask_rcnn/false_positive": 0.11606697367959708, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.1838131237309426, "total_loss": 0.7049839845276438} {"data_time": 0.012406773399561644, "eta_seconds": 1676.8288642913103, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2411606357094787, "fast_rcnn/fg_cls_accuracy": 0.7482914128969269, "iteration": 88559, "loss_box_reg": 0.19325456116348505, "loss_cls": 0.14945575315505266, "loss_mask": 0.2126008626073599, "loss_rpn_cls": 0.016183707397431135, "loss_rpn_loc": 0.054615156492218375, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9066673762238804, "mask_rcnn/false_negative": 0.08507910577556449, "mask_rcnn/false_positive": 0.09486385690904392, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.1616570856422186, "total_loss": 0.6126352955470793} {"data_time": 0.011507060844451189, "eta_seconds": 1653.6142650945112, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.263228603159818, "fast_rcnn/fg_cls_accuracy": 0.7133210640492194, "iteration": 88579, "loss_box_reg": 0.19461964443325996, "loss_cls": 0.14191587176173925, "loss_mask": 0.22813630849123, "loss_rpn_cls": 0.01829925982747227, "loss_rpn_loc": 0.06309606321156025, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8980796597162355, "mask_rcnn/false_negative": 0.09138230782817353, "mask_rcnn/false_positive": 0.12240950909011927, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1676486895885319, "total_loss": 0.643204159772722} {"data_time": 0.0112144211307168, "eta_seconds": 1630.8079925831407, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.21415768039463118, "fast_rcnn/fg_cls_accuracy": 0.7750535952765868, "iteration": 88599, "loss_box_reg": 0.21558945439755917, "loss_cls": 0.16013947781175375, "loss_mask": 0.22195057570934296, "loss_rpn_cls": 0.019722268101759255, "loss_rpn_loc": 0.0625491114333272, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9074815971164585, "mask_rcnn/false_negative": 0.07754673731849643, "mask_rcnn/false_positive": 0.10396340000015292, "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": 1.1742692315019667, "total_loss": 0.6911600345047191} {"data_time": 0.012764072278514504, "eta_seconds": 1607.2661578422412, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.23099489795918365, "fast_rcnn/fg_cls_accuracy": 0.7414261303283609, "iteration": 88619, "loss_box_reg": 0.22147410549223423, "loss_cls": 0.16163020953536034, "loss_mask": 0.23613357916474342, "loss_rpn_cls": 0.019942127430113032, "loss_rpn_loc": 0.05711396085098386, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8961649613808098, "mask_rcnn/false_negative": 0.10191576877348135, "mask_rcnn/false_positive": 0.10615086263509825, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.1465985639952123, "total_loss": 0.6971973848994821} {"data_time": 0.011408579535782337, "eta_seconds": 1583.84355885908, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2443650126156434, "fast_rcnn/fg_cls_accuracy": 0.7400456566142016, "iteration": 88639, "loss_box_reg": 0.21257625427097082, "loss_cls": 0.15417026821523905, "loss_mask": 0.22198837995529175, "loss_rpn_cls": 0.018859949108446017, "loss_rpn_loc": 0.056209486443549395, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9016583074551656, "mask_rcnn/false_negative": 0.09321571328238874, "mask_rcnn/false_positive": 0.10062543701196422, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.1539332314860076, "total_loss": 0.6620455866359407} {"data_time": 0.011373816523700953, "eta_seconds": 1560.4989625746384, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.20090788840788842, "fast_rcnn/fg_cls_accuracy": 0.766489433301925, "iteration": 88659, "loss_box_reg": 0.20997921098023653, "loss_cls": 0.14938948210328817, "loss_mask": 0.21905441023409367, "loss_rpn_cls": 0.022219191305339336, "loss_rpn_loc": 0.07358912983909249, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9056133322894375, "mask_rcnn/false_negative": 0.07772957719269194, "mask_rcnn/false_positive": 0.10253746457769121, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1671431069262326, "total_loss": 0.677262204582803} {"data_time": 0.011445924639701843, "eta_seconds": 1537.2599247749895, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2145235361653272, "fast_rcnn/fg_cls_accuracy": 0.7590482098546615, "iteration": 88679, "loss_box_reg": 0.2223462350666523, "loss_cls": 0.16062127705663443, "loss_mask": 0.23577996902167797, "loss_rpn_cls": 0.02262980304658413, "loss_rpn_loc": 0.06213318137452006, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9077752288667589, "mask_rcnn/false_negative": 0.08315733905300689, "mask_rcnn/false_positive": 0.09633968397375059, "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": 1.1705931674223393, "total_loss": 0.7122208332875744} {"data_time": 0.01280638505704701, "eta_seconds": 1514.5638754824176, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2761424165965798, "fast_rcnn/fg_cls_accuracy": 0.7207227871651758, "iteration": 88699, "loss_box_reg": 0.22601004596799612, "loss_cls": 0.1607822896912694, "loss_mask": 0.2205264177173376, "loss_rpn_cls": 0.020954292558599263, "loss_rpn_loc": 0.06278338795527816, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084011606686619, "mask_rcnn/false_negative": 0.08111161816700277, "mask_rcnn/false_positive": 0.10399047396252306, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 206.125, "rpn/num_pos_anchors": 49.875, "time": 1.1778443993534893, "total_loss": 0.697423012170475} {"data_time": 0.01284578419290483, "eta_seconds": 1492.2197684645653, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2194139194139194, "fast_rcnn/fg_cls_accuracy": 0.7619047619047619, "iteration": 88719, "loss_box_reg": 0.2236121241003275, "loss_cls": 0.16403933707624674, "loss_mask": 0.22521229833364487, "loss_rpn_cls": 0.021496917819604278, "loss_rpn_loc": 0.06961413798853755, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060031579263332, "mask_rcnn/false_negative": 0.08396533745545087, "mask_rcnn/false_positive": 0.10473272291567859, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.184933140873909, "total_loss": 0.6951555770210689} {"data_time": 0.01233701896853745, "eta_seconds": 1468.9664243487641, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2662047104479609, "fast_rcnn/fg_cls_accuracy": 0.7176474611682482, "iteration": 88739, "loss_box_reg": 0.22707859240472317, "loss_cls": 0.16230752877891064, "loss_mask": 0.22002359107136726, "loss_rpn_cls": 0.021586928283795714, "loss_rpn_loc": 0.06196997780352831, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9085077742498424, "mask_rcnn/false_negative": 0.08294252952224478, "mask_rcnn/false_positive": 0.11127618413285789, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.1664348884951323, "total_loss": 0.6928672172361985} {"data_time": 0.012281830422580242, "eta_seconds": 1445.3148142434657, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.25395301112894314, "fast_rcnn/fg_cls_accuracy": 0.7382988239627457, "iteration": 88759, "loss_box_reg": 0.18885130994021893, "loss_cls": 0.13746166322380304, "loss_mask": 0.22213357873260975, "loss_rpn_cls": 0.0162104943592567, "loss_rpn_loc": 0.052101617213338614, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8978019689800356, "mask_rcnn/false_negative": 0.0914911173952945, "mask_rcnn/false_positive": 0.12346055912493495, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.156179292825982, "total_loss": 0.6075907061749604} {"data_time": 0.01267463224940002, "eta_seconds": 1421.6775907902047, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.26886099064140606, "fast_rcnn/fg_cls_accuracy": 0.7074665551839465, "iteration": 88779, "loss_box_reg": 0.21539051085710526, "loss_cls": 0.158959720749408, "loss_mask": 0.2184751071035862, "loss_rpn_cls": 0.021044335910119116, "loss_rpn_loc": 0.06710933148860931, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024827928318411, "mask_rcnn/false_negative": 0.09929753412251295, "mask_rcnn/false_positive": 0.1044856612613276, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.1696219905279577, "total_loss": 0.6808827298518736} {"data_time": 0.011848370777443051, "eta_seconds": 1398.8289082422853, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.23428776429964798, "fast_rcnn/fg_cls_accuracy": 0.7563537305150583, "iteration": 88799, "loss_box_reg": 0.21027284115552902, "loss_cls": 0.15304169850423932, "loss_mask": 0.22387529350817204, "loss_rpn_cls": 0.020834028196986765, "loss_rpn_loc": 0.05923203588463366, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018024451214262, "mask_rcnn/false_negative": 0.0888067015666072, "mask_rcnn/false_positive": 0.10510113123710232, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.1825331998988986, "total_loss": 0.6835793669888517} {"data_time": 0.011949780629947782, "eta_seconds": 1374.5948418742046, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.27000476303881876, "fast_rcnn/fg_cls_accuracy": 0.7254452239611442, "iteration": 88819, "loss_box_reg": 0.21589214727282524, "loss_cls": 0.15844436269253492, "loss_mask": 0.2112406212836504, "loss_rpn_cls": 0.01744107887498103, "loss_rpn_loc": 0.05188386654481292, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9121163927070431, "mask_rcnn/false_negative": 0.07937380578762238, "mask_rcnn/false_positive": 0.09377178135900871, "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": 1.1356519104447216, "total_loss": 0.664073104999261} {"data_time": 0.0118177670519799, "eta_seconds": 1351.3811876438558, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23750442125740562, "fast_rcnn/fg_cls_accuracy": 0.7490725359911407, "iteration": 88839, "loss_box_reg": 0.20844375900924206, "loss_cls": 0.15415833285078406, "loss_mask": 0.2322256825864315, "loss_rpn_cls": 0.017578312224941328, "loss_rpn_loc": 0.057287217350676656, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8959266554797404, "mask_rcnn/false_negative": 0.09444457532655784, "mask_rcnn/false_positive": 0.11461479774037317, "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": 1.1584024615585804, "total_loss": 0.6820527466479689} {"data_time": 0.011658201226964593, "eta_seconds": 1328.452830738388, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2623755972852056, "fast_rcnn/fg_cls_accuracy": 0.7253457701195971, "iteration": 88859, "loss_box_reg": 0.19716236740350723, "loss_cls": 0.14385072141885757, "loss_mask": 0.22619422897696495, "loss_rpn_cls": 0.01641703594941646, "loss_rpn_loc": 0.05771701131016016, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026127351450784, "mask_rcnn/false_negative": 0.09046320578525804, "mask_rcnn/false_positive": 0.11384722551060139, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.1582997841760516, "total_loss": 0.6586898256791756} {"data_time": 0.011439003515988588, "eta_seconds": 1305.5736476927996, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2354496644295302, "fast_rcnn/fg_cls_accuracy": 0.76, "iteration": 88879, "loss_box_reg": 0.19591441191732883, "loss_cls": 0.15120700746774673, "loss_mask": 0.22013485990464687, "loss_rpn_cls": 0.020434414444025606, "loss_rpn_loc": 0.056132510770112276, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003845072454778, "mask_rcnn/false_negative": 0.08742045085536544, "mask_rcnn/false_positive": 0.10972069349722163, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.1760004232637584, "total_loss": 0.6445783958770335} {"data_time": 0.012932731304317713, "eta_seconds": 1282.5179890263826, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.20338105699063203, "fast_rcnn/fg_cls_accuracy": 0.7716450216450217, "iteration": 88899, "loss_box_reg": 0.21534277498722076, "loss_cls": 0.15115176513791084, "loss_mask": 0.2278334852308035, "loss_rpn_cls": 0.020372993079945445, "loss_rpn_loc": 0.05185270635411143, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9077992275181577, "mask_rcnn/false_negative": 0.08837799238582503, "mask_rcnn/false_positive": 0.09174798056831286, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.176081676967442, "total_loss": 0.6898246789351106} {"data_time": 0.0120222307741642, "eta_seconds": 1259.1377499327064, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24298905021796588, "fast_rcnn/fg_cls_accuracy": 0.7390112172829248, "iteration": 88919, "loss_box_reg": 0.2225334607064724, "loss_cls": 0.15598020609468222, "loss_mask": 0.22919036075472832, "loss_rpn_cls": 0.022449408563261386, "loss_rpn_loc": 0.06331027508713305, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.902537006925533, "mask_rcnn/false_negative": 0.09036759016529183, "mask_rcnn/false_positive": 0.10232786011232786, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.1629412253387272, "total_loss": 0.7077234355965629} {"data_time": 0.012582108611240983, "eta_seconds": 1235.9560612775385, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2532084923664122, "fast_rcnn/fg_cls_accuracy": 0.7340579710144928, "iteration": 88939, "loss_box_reg": 0.20786036364734173, "loss_cls": 0.15735164284706116, "loss_mask": 0.21461710706353188, "loss_rpn_cls": 0.018111166577000404, "loss_rpn_loc": 0.05958181922324002, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90867978775563, "mask_rcnn/false_negative": 0.0844625652195014, "mask_rcnn/false_positive": 0.10587896021341321, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.1655019603203982, "total_loss": 0.6742287925444543} {"data_time": 0.011644545709714293, "eta_seconds": 1212.7261506393552, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.25049019607843137, "fast_rcnn/fg_cls_accuracy": 0.7214731631635329, "iteration": 88959, "loss_box_reg": 0.2117956504225731, "loss_cls": 0.15881625190377235, "loss_mask": 0.23129102401435375, "loss_rpn_cls": 0.01752410204790067, "loss_rpn_loc": 0.05662570893764496, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8947796545328228, "mask_rcnn/false_negative": 0.08810011062520631, "mask_rcnn/false_positive": 0.1063874256289716, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.1772289252839983, "total_loss": 0.6875994910951704} {"data_time": 0.012097356608137488, "eta_seconds": 1189.3162099085748, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23404879193056533, "fast_rcnn/fg_cls_accuracy": 0.7525026598317053, "iteration": 88979, "loss_box_reg": 0.20978441461920738, "loss_cls": 0.16222709137946367, "loss_mask": 0.2141799759119749, "loss_rpn_cls": 0.020481126062804833, "loss_rpn_loc": 0.05427988455630839, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9089318072041742, "mask_rcnn/false_negative": 0.08151104109466471, "mask_rcnn/false_positive": 0.09864491193085212, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1629529651254416, "total_loss": 0.6733482725685462} {"data_time": 0.011801174841821194, "eta_seconds": 1165.996284224093, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.23450673140587067, "fast_rcnn/fg_cls_accuracy": 0.7311580882352942, "iteration": 88999, "loss_box_reg": 0.2086716489866376, "loss_cls": 0.15321274753659964, "loss_mask": 0.21832277812063694, "loss_rpn_cls": 0.02005049999570474, "loss_rpn_loc": 0.060671182349324226, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9249975150785036, "mask_rcnn/false_negative": 0.06935474783134182, "mask_rcnn/false_positive": 0.09403577214816038, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.1786431921646, "total_loss": 0.6668882114463486} {"data_time": 0.011877035489305854, "eta_seconds": 1142.7316074585542, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24335591716572902, "fast_rcnn/fg_cls_accuracy": 0.7360111306031094, "iteration": 89019, "loss_box_reg": 0.19189171493053436, "loss_cls": 0.15512324310839176, "loss_mask": 0.2134535349905491, "loss_rpn_cls": 0.01822328331763856, "loss_rpn_loc": 0.0566277900361456, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9013667589011412, "mask_rcnn/false_negative": 0.08276485675123711, "mask_rcnn/false_positive": 0.11996671732647911, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.1761060983408242, "total_loss": 0.640044233558001} {"data_time": 0.01274729985743761, "eta_seconds": 1119.3564328551292, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.23692888792038935, "fast_rcnn/fg_cls_accuracy": 0.7445507925194312, "iteration": 89039, "loss_box_reg": 0.22442275285720825, "loss_cls": 0.1659193765372038, "loss_mask": 0.2262880690395832, "loss_rpn_cls": 0.020993063284549862, "loss_rpn_loc": 0.07282806828152388, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060384552063958, "mask_rcnn/false_negative": 0.08570334536960997, "mask_rcnn/false_positive": 0.10763963800668214, "roi_head/num_bg_samples": 429.375, "roi_head/num_fg_samples": 82.625, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.1716391944792122, "total_loss": 0.7004626262933016} {"data_time": 0.012909007491543889, "eta_seconds": 1096.149401483126, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2972680817610063, "fast_rcnn/fg_cls_accuracy": 0.6797270460348509, "iteration": 89059, "loss_box_reg": 0.21658508107066154, "loss_cls": 0.15823556017130613, "loss_mask": 0.21821656543761492, "loss_rpn_cls": 0.02204002544749528, "loss_rpn_loc": 0.05883986293338239, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8945538735453324, "mask_rcnn/false_negative": 0.09703443855785812, "mask_rcnn/false_positive": 0.1197834573238861, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.1530904120299965, "total_loss": 0.6749237467010971} {"data_time": 0.010947796050459146, "eta_seconds": 1072.8666707221419, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2287586525149977, "fast_rcnn/fg_cls_accuracy": 0.757437070938215, "iteration": 89079, "loss_box_reg": 0.2277164775878191, "loss_cls": 0.16210127156227827, "loss_mask": 0.22779224254190922, "loss_rpn_cls": 0.02360683842562139, "loss_rpn_loc": 0.06678937841206789, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9006736085931835, "mask_rcnn/false_negative": 0.08736056438516614, "mask_rcnn/false_positive": 0.11556363339307393, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1615018211305141, "total_loss": 0.7179786558263004} {"data_time": 0.01173583627678454, "eta_seconds": 1049.6670327382162, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2528357918309722, "fast_rcnn/fg_cls_accuracy": 0.7369220661903588, "iteration": 89099, "loss_box_reg": 0.22070542350411415, "loss_cls": 0.16464427206665277, "loss_mask": 0.23006984125822783, "loss_rpn_cls": 0.021059571648947895, "loss_rpn_loc": 0.06306205526925623, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9001843227601118, "mask_rcnn/false_negative": 0.09625221294635299, "mask_rcnn/false_positive": 0.10461842931111777, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.1737194117158651, "total_loss": 0.7060387680539861} {"data_time": 0.013125127647072077, "eta_seconds": 1026.6974528320134, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.23922375490450737, "fast_rcnn/fg_cls_accuracy": 0.7430353707682155, "iteration": 89119, "loss_box_reg": 0.2202366143465042, "loss_cls": 0.15971439983695745, "loss_mask": 0.23612388223409653, "loss_rpn_cls": 0.020992499601561576, "loss_rpn_loc": 0.06879868544638157, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9011686511777249, "mask_rcnn/false_negative": 0.0885234043288092, "mask_rcnn/false_positive": 0.10868770963966598, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.168065651319921, "total_loss": 0.7056869110674597} {"data_time": 0.011676531285047531, "eta_seconds": 1003.4405092382804, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2397833207357017, "fast_rcnn/fg_cls_accuracy": 0.7446624759315891, "iteration": 89139, "loss_box_reg": 0.20506655983626842, "loss_cls": 0.1517589259892702, "loss_mask": 0.23399395309388638, "loss_rpn_cls": 0.017890227492898703, "loss_rpn_loc": 0.05654918565414846, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003471399283713, "mask_rcnn/false_negative": 0.08779890440586373, "mask_rcnn/false_positive": 0.11684346966573844, "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": 1.1569436490535736, "total_loss": 0.6661417026625713} {"data_time": 0.012923021800816059, "eta_seconds": 980.2550860494375, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2281124497991968, "fast_rcnn/fg_cls_accuracy": 0.7596097099090102, "iteration": 89159, "loss_box_reg": 0.21052280254662037, "loss_cls": 0.15474218502640724, "loss_mask": 0.2245958410203457, "loss_rpn_cls": 0.02123919955920428, "loss_rpn_loc": 0.06028584414161742, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060247530361167, "mask_rcnn/false_negative": 0.08892811731588043, "mask_rcnn/false_positive": 0.10653661342405261, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.1736062671989202, "total_loss": 0.6476074101519771} {"data_time": 0.011720909969881177, "eta_seconds": 956.9156792387366, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23844430953006038, "fast_rcnn/fg_cls_accuracy": 0.7399511927708713, "iteration": 89179, "loss_box_reg": 0.20156731735914946, "loss_cls": 0.14850648771971464, "loss_mask": 0.22388539277017117, "loss_rpn_cls": 0.019938194775022566, "loss_rpn_loc": 0.06034247064962983, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8976096316757783, "mask_rcnn/false_negative": 0.08266278149244102, "mask_rcnn/false_positive": 0.12240919339056167, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.1857072736602277, "total_loss": 0.6610192373409518} {"data_time": 0.01264907862059772, "eta_seconds": 933.7089812383056, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.24419070148303157, "fast_rcnn/fg_cls_accuracy": 0.7389663728929581, "iteration": 89199, "loss_box_reg": 0.19764100015163422, "loss_cls": 0.15214357431977987, "loss_mask": 0.20820011384785175, "loss_rpn_cls": 0.019057942554354668, "loss_rpn_loc": 0.061058158753439784, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015521588402143, "mask_rcnn/false_negative": 0.08783938492585577, "mask_rcnn/false_positive": 0.11215117942133795, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 1.175335341366008, "total_loss": 0.6271004732698202} {"data_time": 0.01222504978068173, "eta_seconds": 910.5022398009896, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23959922430510666, "fast_rcnn/fg_cls_accuracy": 0.7401298701298702, "iteration": 89219, "loss_box_reg": 0.21378322876989841, "loss_cls": 0.16856116894632578, "loss_mask": 0.22612127475440502, "loss_rpn_cls": 0.01996662642341107, "loss_rpn_loc": 0.06228944309987128, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055940850273052, "mask_rcnn/false_negative": 0.0850270974790346, "mask_rcnn/false_positive": 0.10297706191496504, "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": 1.1756774059031159, "total_loss": 0.6904577389359474} {"data_time": 0.012327446835115552, "eta_seconds": 887.4790193047374, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.27007415629501924, "fast_rcnn/fg_cls_accuracy": 0.7001444772747023, "iteration": 89239, "loss_box_reg": 0.21229369286447763, "loss_cls": 0.15591468894854188, "loss_mask": 0.22592301666736603, "loss_rpn_cls": 0.018451517447829247, "loss_rpn_loc": 0.06667904742062092, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9093952642227248, "mask_rcnn/false_negative": 0.08615391387120148, "mask_rcnn/false_positive": 0.10413312524331567, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.1684116180986166, "total_loss": 0.6716323316650232} {"data_time": 0.011683780932798982, "eta_seconds": 864.4883472798392, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25217770034843207, "fast_rcnn/fg_cls_accuracy": 0.7325840643274854, "iteration": 89259, "loss_box_reg": 0.21439439710229635, "loss_cls": 0.15336378291249275, "loss_mask": 0.21963431686162949, "loss_rpn_cls": 0.018778708879835904, "loss_rpn_loc": 0.061284278985112906, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8992790331862693, "mask_rcnn/false_negative": 0.09118557402174587, "mask_rcnn/false_positive": 0.1111534955527965, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1707766239997, "total_loss": 0.6889998216938693} {"data_time": 0.012685296591371298, "eta_seconds": 841.1523489654064, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24749660794581685, "fast_rcnn/fg_cls_accuracy": 0.7399668083293152, "iteration": 89279, "loss_box_reg": 0.2080017328262329, "loss_cls": 0.14855656772851944, "loss_mask": 0.22526774369180202, "loss_rpn_cls": 0.01768954216822749, "loss_rpn_loc": 0.05482809047680348, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8995257726984599, "mask_rcnn/false_negative": 0.1000464610616034, "mask_rcnn/false_positive": 0.09925954467820647, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.1674221639987081, "total_loss": 0.6348446474730736} {"data_time": 0.01212464482523501, "eta_seconds": 817.8027673857287, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.22919474744667548, "fast_rcnn/fg_cls_accuracy": 0.7458165591502158, "iteration": 89299, "loss_box_reg": 0.2186188492923975, "loss_cls": 0.15665645152330399, "loss_mask": 0.22256234101951122, "loss_rpn_cls": 0.018330477527342737, "loss_rpn_loc": 0.06169818644411862, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053284572725817, "mask_rcnn/false_negative": 0.08678603434349277, "mask_rcnn/false_positive": 0.10825663720040801, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.175327243283391, "total_loss": 0.6846679389709607} {"data_time": 0.012134994147345424, "eta_seconds": 794.4711419567466, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2284432250135757, "fast_rcnn/fg_cls_accuracy": 0.7615559484718364, "iteration": 89319, "loss_box_reg": 0.2141206692904234, "loss_cls": 0.15916256420314312, "loss_mask": 0.22822723910212517, "loss_rpn_cls": 0.019484629621729255, "loss_rpn_loc": 0.05982127750758082, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8990592560553633, "mask_rcnn/false_negative": 0.08182306976832836, "mask_rcnn/false_positive": 0.11426408528674808, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.1732707121409476, "total_loss": 0.6815723478648579} {"data_time": 0.011488303542137146, "eta_seconds": 770.5369208240882, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2348956260627329, "fast_rcnn/fg_cls_accuracy": 0.759703556516252, "iteration": 89339, "loss_box_reg": 0.218802141956985, "loss_cls": 0.1588430032134056, "loss_mask": 0.22306598164141178, "loss_rpn_cls": 0.020245198451448232, "loss_rpn_loc": 0.055541414534673095, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081236460565054, "mask_rcnn/false_negative": 0.0885883874177015, "mask_rcnn/false_positive": 0.09837049380484778, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.1392215313389897, "total_loss": 0.6870199508266523} {"data_time": 0.01273252908140421, "eta_seconds": 747.431265860796, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2575702109436517, "fast_rcnn/fg_cls_accuracy": 0.727938637085745, "iteration": 89359, "loss_box_reg": 0.21691740304231644, "loss_cls": 0.1572228535078466, "loss_mask": 0.21692366153001785, "loss_rpn_cls": 0.018985160335432738, "loss_rpn_loc": 0.0594652621075511, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9090925257473137, "mask_rcnn/false_negative": 0.08054354623374897, "mask_rcnn/false_positive": 0.10583137029471713, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.1763056153431535, "total_loss": 0.6674686564365402} {"data_time": 0.013546378817409277, "eta_seconds": 724.0740388026461, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.24970802144715187, "fast_rcnn/fg_cls_accuracy": 0.7353851103851103, "iteration": 89379, "loss_box_reg": 0.19649578258395195, "loss_cls": 0.15260304044932127, "loss_mask": 0.2217942774295807, "loss_rpn_cls": 0.021732369321398437, "loss_rpn_loc": 0.052065936964936554, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9025909182452885, "mask_rcnn/false_negative": 0.08285412013263045, "mask_rcnn/false_positive": 0.10846289201257608, "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": 1.1663192741107196, "total_loss": 0.6648195444140583} {"data_time": 0.012746050721034408, "eta_seconds": 700.6522480398417, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2391351943076081, "fast_rcnn/fg_cls_accuracy": 0.7417580607976814, "iteration": 89399, "loss_box_reg": 0.20104489754885435, "loss_cls": 0.14988078642636538, "loss_mask": 0.2172944899648428, "loss_rpn_cls": 0.01642762590199709, "loss_rpn_loc": 0.06171961547806859, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092451972845157, "mask_rcnn/false_negative": 0.08311528799871767, "mask_rcnn/false_positive": 0.09449201032427909, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.1484234794043005, "total_loss": 0.6496232349309139} {"data_time": 0.012200936442241073, "eta_seconds": 677.4451963091269, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.27575757575757576, "fast_rcnn/fg_cls_accuracy": 0.7116161616161616, "iteration": 89419, "loss_box_reg": 0.21588896587491035, "loss_cls": 0.17283311672508717, "loss_mask": 0.22874262183904648, "loss_rpn_cls": 0.01818672892113682, "loss_rpn_loc": 0.06502667255699635, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8866687814783357, "mask_rcnn/false_negative": 0.09902372559450065, "mask_rcnn/false_positive": 0.11739689933547846, "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": 1.184479373972863, "total_loss": 0.7024022147525102} {"data_time": 0.013125664088875055, "eta_seconds": 653.9092892222106, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28345986328715744, "fast_rcnn/fg_cls_accuracy": 0.6917594884488449, "iteration": 89439, "loss_box_reg": 0.20676178857684135, "loss_cls": 0.15316222701221704, "loss_mask": 0.2251894399523735, "loss_rpn_cls": 0.019494947453495115, "loss_rpn_loc": 0.0627595866099, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008514456444021, "mask_rcnn/false_negative": 0.09321142595949676, "mask_rcnn/false_positive": 0.10961355804234985, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.1438294004183263, "total_loss": 0.689428168698214} {"data_time": 0.011765990871936083, "eta_seconds": 630.6451305700466, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2677761114293622, "fast_rcnn/fg_cls_accuracy": 0.7164173306210092, "iteration": 89459, "loss_box_reg": 0.21594615653157234, "loss_cls": 0.1593765038996935, "loss_mask": 0.23000381886959076, "loss_rpn_cls": 0.020154324651230127, "loss_rpn_loc": 0.05846183770336211, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8958660529320003, "mask_rcnn/false_negative": 0.09050205635338586, "mask_rcnn/false_positive": 0.10460993420743811, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.1760015550535172, "total_loss": 0.6874575967667624} {"data_time": 0.011511992430314422, "eta_seconds": 607.2879035118967, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.24182845825305505, "fast_rcnn/fg_cls_accuracy": 0.7378111765313501, "iteration": 89479, "loss_box_reg": 0.20550740091130137, "loss_cls": 0.14792575500905514, "loss_mask": 0.22353574633598328, "loss_rpn_cls": 0.019992144429124892, "loss_rpn_loc": 0.062127246521413326, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028371682280512, "mask_rcnn/false_negative": 0.0872116441927748, "mask_rcnn/false_positive": 0.1004565055306121, "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": 1.1677227320615202, "total_loss": 0.6571793741313741} {"data_time": 0.011653468944132328, "eta_seconds": 584.144833846949, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2027063969382176, "fast_rcnn/fg_cls_accuracy": 0.7798547572621368, "iteration": 89499, "loss_box_reg": 0.2042405754327774, "loss_cls": 0.16247820435091853, "loss_mask": 0.2149849273264408, "loss_rpn_cls": 0.018795722164213657, "loss_rpn_loc": 0.05789037700742483, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.908875114946132, "mask_rcnn/false_negative": 0.06968033956782768, "mask_rcnn/false_positive": 0.11084097471190416, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.1708936996292323, "total_loss": 0.6667756329989061} {"data_time": 0.01355879264883697, "eta_seconds": 560.7491982355714, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.21824456820142757, "fast_rcnn/fg_cls_accuracy": 0.7647751196172249, "iteration": 89519, "loss_box_reg": 0.20265115424990654, "loss_cls": 0.15037737507373095, "loss_mask": 0.21775301173329353, "loss_rpn_cls": 0.01724007894517854, "loss_rpn_loc": 0.0695097609423101, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9107226582172463, "mask_rcnn/false_negative": 0.08568097065037864, "mask_rcnn/false_positive": 0.0964451357542796, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.1680266277398914, "total_loss": 0.6587766123266192} {"data_time": 0.012020256137475371, "eta_seconds": 537.2162223374471, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.19305833667067146, "fast_rcnn/fg_cls_accuracy": 0.7897812102556541, "iteration": 89539, "loss_box_reg": 0.2103961855173111, "loss_cls": 0.1587776867672801, "loss_mask": 0.23111896961927414, "loss_rpn_cls": 0.0169876073487103, "loss_rpn_loc": 0.06547157606109977, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054667829098808, "mask_rcnn/false_negative": 0.08681564778012518, "mask_rcnn/false_positive": 0.11018751111617116, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.1700188156682998, "total_loss": 0.6610861347871833} {"data_time": 0.011540040140971541, "eta_seconds": 514.0474537853152, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2441820276497696, "fast_rcnn/fg_cls_accuracy": 0.7238035816667229, "iteration": 89559, "loss_box_reg": 0.2241685874760151, "loss_cls": 0.17131082527339458, "loss_mask": 0.23306893557310104, "loss_rpn_cls": 0.017782708047889173, "loss_rpn_loc": 0.056051117135211825, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8950443342659644, "mask_rcnn/false_negative": 0.0972415099135905, "mask_rcnn/false_positive": 0.11588919285622604, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.1732605893630534, "total_loss": 0.6873328530346043} {"data_time": 0.011822975473478436, "eta_seconds": 490.70276414975524, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2227697961911126, "fast_rcnn/fg_cls_accuracy": 0.7165254715915509, "iteration": 89579, "loss_box_reg": 0.21805952675640583, "loss_cls": 0.1605714736506343, "loss_mask": 0.21318258717656136, "loss_rpn_cls": 0.01783117710147053, "loss_rpn_loc": 0.0547096049413085, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901417478490323, "mask_rcnn/false_negative": 0.09511583447135194, "mask_rcnn/false_positive": 0.11306545851907515, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.1713731745257974, "total_loss": 0.6824470080027822} {"data_time": 0.012441573198884726, "eta_seconds": 467.31586707755923, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24192550852116546, "fast_rcnn/fg_cls_accuracy": 0.742604800540906, "iteration": 89599, "loss_box_reg": 0.21516693755984306, "loss_cls": 0.1579863652586937, "loss_mask": 0.22609598748385906, "loss_rpn_cls": 0.020312888082116842, "loss_rpn_loc": 0.06842891732230783, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041961116744834, "mask_rcnn/false_negative": 0.09078127799284899, "mask_rcnn/false_positive": 0.10523814767172224, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.1702091763727367, "total_loss": 0.6854280875995755} {"data_time": 0.012114521814510226, "eta_seconds": 444.35593840200454, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2278078918225797, "fast_rcnn/fg_cls_accuracy": 0.7527743778049776, "iteration": 89619, "loss_box_reg": 0.23406715877354145, "loss_cls": 0.16460985969752073, "loss_mask": 0.2238064631819725, "loss_rpn_cls": 0.020225037937052548, "loss_rpn_loc": 0.06375855254009366, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901374520179534, "mask_rcnn/false_negative": 0.09380800686826912, "mask_rcnn/false_positive": 0.10401821112029623, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.1862964290194213, "total_loss": 0.6874489383772016} {"data_time": 0.012616283725947142, "eta_seconds": 421.0697008576244, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23535396648931947, "fast_rcnn/fg_cls_accuracy": 0.7209560867148416, "iteration": 89639, "loss_box_reg": 0.20947063155472279, "loss_cls": 0.14615593571215868, "loss_mask": 0.21784456260502338, "loss_rpn_cls": 0.019456308684311807, "loss_rpn_loc": 0.06366106658242643, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9154578576628861, "mask_rcnn/false_negative": 0.0757737244200185, "mask_rcnn/false_positive": 0.11004435994148698, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.1703102653846145, "total_loss": 0.6836439266917296} {"data_time": 0.011850279523059726, "eta_seconds": 397.7022522781044, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2216549295774648, "fast_rcnn/fg_cls_accuracy": 0.7730382293762575, "iteration": 89659, "loss_box_reg": 0.20223857089877129, "loss_cls": 0.1497558606788516, "loss_mask": 0.22498828545212746, "loss_rpn_cls": 0.01676868792856112, "loss_rpn_loc": 0.06052460172213614, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.900527669988183, "mask_rcnn/false_negative": 0.0809096584059579, "mask_rcnn/false_positive": 0.11388175611740023, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.177308902842924, "total_loss": 0.6449563562346157} {"data_time": 0.01250490453094244, "eta_seconds": 374.292576611042, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.22966248527271466, "fast_rcnn/fg_cls_accuracy": 0.7377685095518971, "iteration": 89679, "loss_box_reg": 0.2054081093519926, "loss_cls": 0.15801400505006313, "loss_mask": 0.22166095301508904, "loss_rpn_cls": 0.022193947166670114, "loss_rpn_loc": 0.05563353840261698, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069659426281178, "mask_rcnn/false_negative": 0.08447429570700066, "mask_rcnn/false_positive": 0.10518328514590304, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.161573185119778, "total_loss": 0.66565818968229} {"data_time": 0.012011912651360035, "eta_seconds": 350.8992905728519, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2584880655204331, "fast_rcnn/fg_cls_accuracy": 0.7315703742143804, "iteration": 89699, "loss_box_reg": 0.22578470222651958, "loss_cls": 0.16568998247385025, "loss_mask": 0.22902203910052776, "loss_rpn_cls": 0.021412753500044346, "loss_rpn_loc": 0.06813575862906873, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057681756696078, "mask_rcnn/false_negative": 0.09566211457944067, "mask_rcnn/false_positive": 0.10158932167045162, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.1763424833770841, "total_loss": 0.6924054961418733} {"data_time": 0.01078216452151537, "eta_seconds": 327.4689628276974, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2741750095783845, "fast_rcnn/fg_cls_accuracy": 0.7121789788324284, "iteration": 89719, "loss_box_reg": 0.21882610954344273, "loss_cls": 0.15603389032185078, "loss_mask": 0.22636462561786175, "loss_rpn_cls": 0.02373410647851415, "loss_rpn_loc": 0.07023717067204416, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8983725590828047, "mask_rcnn/false_negative": 0.09871875042799624, "mask_rcnn/false_positive": 0.0961846468073621, "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": 1.181586621562019, "total_loss": 0.6994216569000855} {"data_time": 0.011688557686284184, "eta_seconds": 304.10589506383985, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2433357969943336, "fast_rcnn/fg_cls_accuracy": 0.7427327028372325, "iteration": 89739, "loss_box_reg": 0.19536810554564, "loss_cls": 0.14107756596058607, "loss_mask": 0.22066844627261162, "loss_rpn_cls": 0.018714664271101356, "loss_rpn_loc": 0.06226183025864884, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9104971215075995, "mask_rcnn/false_negative": 0.07402403344496714, "mask_rcnn/false_positive": 0.1139760215995324, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.1654154304414988, "total_loss": 0.6401629077245161} {"data_time": 0.011811875505372882, "eta_seconds": 280.7194324582815, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.23991704541255587, "fast_rcnn/fg_cls_accuracy": 0.7280017216857548, "iteration": 89759, "loss_box_reg": 0.22776343673467636, "loss_cls": 0.17106409324333072, "loss_mask": 0.22984284907579422, "loss_rpn_cls": 0.021779037022497505, "loss_rpn_loc": 0.06879792455583811, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8991902421345896, "mask_rcnn/false_negative": 0.08959774488288588, "mask_rcnn/false_positive": 0.10866309166772653, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.1580565373878926, "total_loss": 0.7202162529574707} {"data_time": 0.011407100828364491, "eta_seconds": 257.29704222176224, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.19877795229837575, "fast_rcnn/fg_cls_accuracy": 0.7815067684737114, "iteration": 89779, "loss_box_reg": 0.2168184220790863, "loss_cls": 0.15620772819966078, "loss_mask": 0.21186533570289612, "loss_rpn_cls": 0.017600844847038388, "loss_rpn_loc": 0.05566164571791887, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9076824281135433, "mask_rcnn/false_negative": 0.08299959215952346, "mask_rcnn/false_positive": 0.11258203566294568, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.1352928660344332, "total_loss": 0.6588045707030687} {"data_time": 0.01249297964386642, "eta_seconds": 233.90640201978385, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2659804954911793, "fast_rcnn/fg_cls_accuracy": 0.7266121562490019, "iteration": 89799, "loss_box_reg": 0.2144746226258576, "loss_cls": 0.15499142836779356, "loss_mask": 0.22203977964818478, "loss_rpn_cls": 0.02049200919282157, "loss_rpn_loc": 0.06216118604061194, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007224934940086, "mask_rcnn/false_negative": 0.08589473263864886, "mask_rcnn/false_positive": 0.10711607024263717, "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": 1.180015857797116, "total_loss": 0.6837295961158816} {"data_time": 0.011787703959271312, "eta_seconds": 210.54072584956884, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.1873739556323826, "fast_rcnn/fg_cls_accuracy": 0.7597163865546219, "iteration": 89819, "loss_box_reg": 0.2012602537870407, "loss_cls": 0.16006301064044237, "loss_mask": 0.2160995528101921, "loss_rpn_cls": 0.01806904442491941, "loss_rpn_loc": 0.06273697037249804, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9154104074681317, "mask_rcnn/false_negative": 0.08485091322576424, "mask_rcnn/false_positive": 0.10250576452895313, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.1608627210371196, "total_loss": 0.6349070649594069} {"data_time": 0.011487663956359029, "eta_seconds": 187.171122841537, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24084592145015105, "fast_rcnn/fg_cls_accuracy": 0.7411249020219624, "iteration": 89839, "loss_box_reg": 0.2018390018492937, "loss_cls": 0.14884127210825682, "loss_mask": 0.2141215931624174, "loss_rpn_cls": 0.02212322218110785, "loss_rpn_loc": 0.05610030982643366, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9012706801597088, "mask_rcnn/false_negative": 0.08916788031628012, "mask_rcnn/false_positive": 0.1095852693945335, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.1721358161885291, "total_loss": 0.6364764927420765} {"data_time": 0.011581222293898463, "eta_seconds": 163.77473248634487, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22157921810699588, "fast_rcnn/fg_cls_accuracy": 0.7514820213799805, "iteration": 89859, "loss_box_reg": 0.18681601202115417, "loss_cls": 0.14316890761256218, "loss_mask": 0.20699550956487656, "loss_rpn_cls": 0.017688010761048645, "loss_rpn_loc": 0.048666659044101834, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111520767861876, "mask_rcnn/false_negative": 0.07300905893962069, "mask_rcnn/false_positive": 0.10181137612860967, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.1454678545705974, "total_loss": 0.6133301844529342} {"data_time": 0.012675868347287178, "eta_seconds": 140.36118702962995, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.26564963132468855, "fast_rcnn/fg_cls_accuracy": 0.7299625070741369, "iteration": 89879, "loss_box_reg": 0.21226694155484438, "loss_cls": 0.1564884721301496, "loss_mask": 0.22437908872961998, "loss_rpn_cls": 0.01881707535358146, "loss_rpn_loc": 0.06214173464104533, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970423771717664, "mask_rcnn/false_negative": 0.09233435683007268, "mask_rcnn/false_positive": 0.11924667148267941, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.1786203912924975, "total_loss": 0.6914157985011116} {"data_time": 0.01261629187501967, "eta_seconds": 116.92529479041696, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.24417233763132762, "fast_rcnn/fg_cls_accuracy": 0.7477058636252973, "iteration": 89899, "loss_box_reg": 0.17971591651439667, "loss_cls": 0.14324651006609201, "loss_mask": 0.20696157589554787, "loss_rpn_cls": 0.014483964536339045, "loss_rpn_loc": 0.05282028601504862, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9029080302043684, "mask_rcnn/false_negative": 0.08591401229131279, "mask_rcnn/false_positive": 0.10464924944445855, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.1606542400550097, "total_loss": 0.5909444334101863} {"data_time": 0.012016108958050609, "eta_seconds": 93.54023583233356, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2618939598302965, "fast_rcnn/fg_cls_accuracy": 0.7280808080808081, "iteration": 89919, "loss_box_reg": 0.20380767714232206, "loss_cls": 0.15997500158846378, "loss_mask": 0.22855627164244652, "loss_rpn_cls": 0.018878010450862348, "loss_rpn_loc": 0.0695513878017664, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8952550518238791, "mask_rcnn/false_negative": 0.08896011578459134, "mask_rcnn/false_positive": 0.11502255608089378, "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": 1.1598214574623853, "total_loss": 0.6932728525134735} {"data_time": 0.012565931072458625, "eta_seconds": 70.17343427985907, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.25346624593612543, "fast_rcnn/fg_cls_accuracy": 0.7150549912306343, "iteration": 89939, "loss_box_reg": 0.20552906952798367, "loss_cls": 0.15224009472876787, "loss_mask": 0.21682650223374367, "loss_rpn_cls": 0.015602911415044218, "loss_rpn_loc": 0.05953473225235939, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9073659437072559, "mask_rcnn/false_negative": 0.07831046746187212, "mask_rcnn/false_positive": 0.09976454221026443, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.1771997935138643, "total_loss": 0.6435470598516986} {"data_time": 0.011648024199530482, "eta_seconds": 46.77430930547416, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2255493111657495, "fast_rcnn/fg_cls_accuracy": 0.7319860789248545, "iteration": 89959, "loss_box_reg": 0.23563471250236034, "loss_cls": 0.1728681642562151, "loss_mask": 0.23259994760155678, "loss_rpn_cls": 0.01893085631309077, "loss_rpn_loc": 0.07216201676055789, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005201546829346, "mask_rcnn/false_negative": 0.08652128022241767, "mask_rcnn/false_positive": 0.10791077811399102, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.167903341120109, "total_loss": 0.7398240193724632} {"data_time": 0.011637893505394459, "eta_seconds": 23.393286038190126, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.22392628048581942, "fast_rcnn/fg_cls_accuracy": 0.7640045136395559, "iteration": 89979, "loss_box_reg": 0.2199856247752905, "loss_cls": 0.15484061557799578, "loss_mask": 0.22664505243301392, "loss_rpn_cls": 0.02112004571245052, "loss_rpn_loc": 0.06298718182370067, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.902498430587412, "mask_rcnn/false_negative": 0.08569967223155722, "mask_rcnn/false_positive": 0.10033913086925499, "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": 1.178365112747997, "total_loss": 0.6834660720778629} {"bbox/AP": 44.1515340392996, "bbox/AP-airplane": 66.11359915977533, "bbox/AP-apple": 22.846183786803085, "bbox/AP-backpack": 17.691350536642485, "bbox/AP-banana": 27.725374438050366, "bbox/AP-baseball bat": 34.16929190998204, "bbox/AP-baseball glove": 41.63362866006645, "bbox/AP-bear": 77.77646723140967, "bbox/AP-bed": 46.28557815657356, "bbox/AP-bench": 26.192900305535773, "bbox/AP-bicycle": 33.680362921924036, "bbox/AP-bird": 39.34550667168591, "bbox/AP-boat": 28.32994994716588, "bbox/AP-book": 18.156846535718305, "bbox/AP-bottle": 40.981619079228764, "bbox/AP-bowl": 43.83573222775741, "bbox/AP-broccoli": 25.7188020627559, "bbox/AP-bus": 66.62426364510762, "bbox/AP-cake": 41.192848506163436, "bbox/AP-car": 45.84819415529466, "bbox/AP-carrot": 23.690980345895447, "bbox/AP-cat": 69.38918028463529, "bbox/AP-cell phone": 39.43917506429567, "bbox/AP-chair": 30.797115919950045, "bbox/AP-clock": 53.32259089900049, "bbox/AP-couch": 43.59770622775043, "bbox/AP-cow": 60.87145764952609, "bbox/AP-cup": 44.616995083160276, "bbox/AP-dining table": 28.406622182827274, "bbox/AP-dog": 67.26064775861155, "bbox/AP-donut": 51.10130672254564, "bbox/AP-elephant": 65.91160859939018, "bbox/AP-fire hydrant": 70.87925033767966, "bbox/AP-fork": 36.8050910742556, "bbox/AP-frisbee": 68.62178197511798, "bbox/AP-giraffe": 66.56548329051436, "bbox/AP-hair drier": 5.19363020045847, "bbox/AP-handbag": 16.89531497989794, "bbox/AP-horse": 59.52101423694622, "bbox/AP-hot dog": 36.68383892677326, "bbox/AP-keyboard": 51.119962337685486, "bbox/AP-kite": 46.20762455984932, "bbox/AP-knife": 22.33222456900322, "bbox/AP-laptop": 61.08196531310429, "bbox/AP-microwave": 54.73498174467534, "bbox/AP-motorcycle": 44.6462397060471, "bbox/AP-mouse": 64.26683460393829, "bbox/AP-orange": 34.6848182254054, "bbox/AP-oven": 37.08109875624416, "bbox/AP-parking meter": 50.55234212711286, "bbox/AP-person": 55.49913661302976, "bbox/AP-pizza": 54.025307937827925, "bbox/AP-potted plant": 30.838863844383468, "bbox/AP-refrigerator": 56.82784742195736, "bbox/AP-remote": 37.29945691247416, "bbox/AP-sandwich": 37.26731670773954, "bbox/AP-scissors": 30.379322303230598, "bbox/AP-sheep": 56.37014540122159, "bbox/AP-sink": 39.18101506357296, "bbox/AP-skateboard": 53.62036952221988, "bbox/AP-skis": 26.331559182444465, "bbox/AP-snowboard": 40.549974535411145, "bbox/AP-spoon": 17.745098433453123, "bbox/AP-sports ball": 51.35870142756599, "bbox/AP-stop sign": 68.97770933381052, "bbox/AP-suitcase": 42.16586103098286, "bbox/AP-surfboard": 41.93410809932019, "bbox/AP-teddy bear": 48.75565720237399, "bbox/AP-tennis racket": 49.99640435071907, "bbox/AP-tie": 35.48586477309477, "bbox/AP-toaster": 42.97946174028375, "bbox/AP-toilet": 60.85465806633032, "bbox/AP-toothbrush": 29.23737303295404, "bbox/AP-traffic light": 30.213786799392757, "bbox/AP-train": 64.57942430603337, "bbox/AP-truck": 37.42545057594488, "bbox/AP-tv": 57.81599312758876, "bbox/AP-umbrella": 40.53131785427194, "bbox/AP-vase": 40.288515404853094, "bbox/AP-wine glass": 37.327038565939866, "bbox/AP-zebra": 65.83259993360353, "bbox/AP50": 66.66267991185998, "bbox/AP75": 48.364679201432075, "bbox/APl": 56.72718701023448, "bbox/APm": 47.31640612059964, "bbox/APs": 28.395977270900918, "data_time": 0.01131938910111785, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.20591478222047851, "fast_rcnn/fg_cls_accuracy": 0.7489958495113134, "iteration": 89999, "loss_box_reg": 0.22585643269121647, "loss_cls": 0.16570116393268108, "loss_mask": 0.23232880793511868, "loss_rpn_cls": 0.028624991449760273, "loss_rpn_loc": 0.06562436278909445, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.915308816846345, "mask_rcnn/false_negative": 0.08354353865285444, "mask_rcnn/false_positive": 0.09324969794458562, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "segm/AP": 40.43736846735986, "segm/AP-airplane": 53.73577192076158, "segm/AP-apple": 23.24333423716413, "segm/AP-backpack": 17.964784980508313, "segm/AP-banana": 23.260604826332152, "segm/AP-baseball bat": 26.84675001915139, "segm/AP-baseball glove": 44.13835343890182, "segm/AP-bear": 77.17337662994956, "segm/AP-bed": 37.1887565675377, "segm/AP-bench": 20.184304870402205, "segm/AP-bicycle": 20.509373646188553, "segm/AP-bird": 33.63053742525685, "segm/AP-boat": 26.411314438961732, "segm/AP-book": 12.593448916000465, "segm/AP-bottle": 39.72738939836602, "segm/AP-bowl": 41.59753921380972, "segm/AP-broccoli": 24.106318259513635, "segm/AP-bus": 65.77148270583547, "segm/AP-cake": 42.663732679739255, "segm/AP-car": 43.06302281598485, "segm/AP-carrot": 20.81073293982241, "segm/AP-cat": 70.39051872950142, "segm/AP-cell phone": 37.57915632287306, "segm/AP-chair": 21.230599906943507, "segm/AP-clock": 54.058946890663485, "segm/AP-couch": 38.59191773163362, "segm/AP-cow": 53.81234102613585, "segm/AP-cup": 45.42669768312228, "segm/AP-dining table": 16.96925410099653, "segm/AP-dog": 63.531780192778896, "segm/AP-donut": 51.730289374786096, "segm/AP-elephant": 59.936443826527054, "segm/AP-fire hydrant": 67.43048829494406, "segm/AP-fork": 18.892727557663648, "segm/AP-frisbee": 66.30497250865209, "segm/AP-giraffe": 52.67998915502658, "segm/AP-hair drier": 1.9613389910419614, "segm/AP-handbag": 17.18065535944909, "segm/AP-horse": 42.958186550916885, "segm/AP-hot dog": 27.369969860418397, "segm/AP-keyboard": 51.12158178724583, "segm/AP-kite": 33.05787373134353, "segm/AP-knife": 14.905762487216293, "segm/AP-laptop": 61.82396507447928, "segm/AP-microwave": 56.51268444223404, "segm/AP-motorcycle": 35.152907572155485, "segm/AP-mouse": 64.65206062706118, "segm/AP-orange": 34.95753720356348, "segm/AP-oven": 34.73527109497746, "segm/AP-parking meter": 50.9664028905088, "segm/AP-person": 48.78251986313094, "segm/AP-pizza": 52.88168109101166, "segm/AP-potted plant": 26.85133787913323, "segm/AP-refrigerator": 58.37345817053085, "segm/AP-remote": 35.229765641334616, "segm/AP-sandwich": 39.96356888706119, "segm/AP-scissors": 26.49322672865121, "segm/AP-sheep": 50.19796565861914, "segm/AP-sink": 36.818616721740334, "segm/AP-skateboard": 33.923410516484076, "segm/AP-skis": 3.1943573562351943, "segm/AP-snowboard": 26.56036115024384, "segm/AP-spoon": 12.061445081529293, "segm/AP-sports ball": 51.55828807480866, "segm/AP-stop sign": 69.01643555376134, "segm/AP-suitcase": 44.135838921913006, "segm/AP-surfboard": 35.97418120441744, "segm/AP-teddy bear": 48.357333870408986, "segm/AP-tennis racket": 57.07521516110026, "segm/AP-tie": 32.6965480314913, "segm/AP-toaster": 49.11854342253836, "segm/AP-toilet": 59.7419337727792, "segm/AP-toothbrush": 22.616762989746885, "segm/AP-traffic light": 29.605661062061174, "segm/AP-train": 64.00132702563816, "segm/AP-truck": 37.89193136020563, "segm/AP-tv": 60.089754813299166, "segm/AP-umbrella": 48.68941253228799, "segm/AP-vase": 40.63232234790141, "segm/AP-wine glass": 33.309601656911255, "segm/AP-zebra": 58.60341993676488, "segm/AP50": 63.44699868300321, "segm/AP75": 43.40821855202706, "segm/APl": 57.343551481562514, "segm/APm": 43.06054717713217, "segm/APs": 21.89885456588727, "time": 1.1798690839204937, "total_loss": 0.7205017737578601} {"bbox/AP": 44.1515340392996, "bbox/AP-airplane": 66.11359915977533, "bbox/AP-apple": 22.846183786803085, "bbox/AP-backpack": 17.691350536642485, "bbox/AP-banana": 27.725374438050366, "bbox/AP-baseball bat": 34.16929190998204, "bbox/AP-baseball glove": 41.63362866006645, "bbox/AP-bear": 77.77646723140967, "bbox/AP-bed": 46.28557815657356, "bbox/AP-bench": 26.192900305535773, "bbox/AP-bicycle": 33.680362921924036, "bbox/AP-bird": 39.34550667168591, "bbox/AP-boat": 28.32994994716588, "bbox/AP-book": 18.156846535718305, "bbox/AP-bottle": 40.981619079228764, "bbox/AP-bowl": 43.83573222775741, "bbox/AP-broccoli": 25.7188020627559, "bbox/AP-bus": 66.62426364510762, "bbox/AP-cake": 41.192848506163436, "bbox/AP-car": 45.84819415529466, "bbox/AP-carrot": 23.690980345895447, "bbox/AP-cat": 69.38918028463529, "bbox/AP-cell phone": 39.43917506429567, "bbox/AP-chair": 30.797115919950045, "bbox/AP-clock": 53.32259089900049, "bbox/AP-couch": 43.59770622775043, "bbox/AP-cow": 60.87145764952609, "bbox/AP-cup": 44.616995083160276, "bbox/AP-dining table": 28.406622182827274, "bbox/AP-dog": 67.26064775861155, "bbox/AP-donut": 51.10130672254564, "bbox/AP-elephant": 65.91160859939018, "bbox/AP-fire hydrant": 70.87925033767966, "bbox/AP-fork": 36.8050910742556, "bbox/AP-frisbee": 68.62178197511798, "bbox/AP-giraffe": 66.56548329051436, "bbox/AP-hair drier": 5.19363020045847, "bbox/AP-handbag": 16.89531497989794, "bbox/AP-horse": 59.52101423694622, "bbox/AP-hot dog": 36.68383892677326, "bbox/AP-keyboard": 51.119962337685486, "bbox/AP-kite": 46.20762455984932, "bbox/AP-knife": 22.33222456900322, "bbox/AP-laptop": 61.08196531310429, "bbox/AP-microwave": 54.73498174467534, "bbox/AP-motorcycle": 44.6462397060471, "bbox/AP-mouse": 64.26683460393829, "bbox/AP-orange": 34.6848182254054, "bbox/AP-oven": 37.08109875624416, "bbox/AP-parking meter": 50.55234212711286, "bbox/AP-person": 55.49913661302976, "bbox/AP-pizza": 54.025307937827925, "bbox/AP-potted plant": 30.838863844383468, "bbox/AP-refrigerator": 56.82784742195736, "bbox/AP-remote": 37.29945691247416, "bbox/AP-sandwich": 37.26731670773954, "bbox/AP-scissors": 30.379322303230598, "bbox/AP-sheep": 56.37014540122159, "bbox/AP-sink": 39.18101506357296, "bbox/AP-skateboard": 53.62036952221988, "bbox/AP-skis": 26.331559182444465, "bbox/AP-snowboard": 40.549974535411145, "bbox/AP-spoon": 17.745098433453123, "bbox/AP-sports ball": 51.35870142756599, "bbox/AP-stop sign": 68.97770933381052, "bbox/AP-suitcase": 42.16586103098286, "bbox/AP-surfboard": 41.93410809932019, "bbox/AP-teddy bear": 48.75565720237399, "bbox/AP-tennis racket": 49.99640435071907, "bbox/AP-tie": 35.48586477309477, "bbox/AP-toaster": 42.97946174028375, "bbox/AP-toilet": 60.85465806633032, "bbox/AP-toothbrush": 29.23737303295404, "bbox/AP-traffic light": 30.213786799392757, "bbox/AP-train": 64.57942430603337, "bbox/AP-truck": 37.42545057594488, "bbox/AP-tv": 57.81599312758876, "bbox/AP-umbrella": 40.53131785427194, "bbox/AP-vase": 40.288515404853094, "bbox/AP-wine glass": 37.327038565939866, "bbox/AP-zebra": 65.83259993360353, "bbox/AP50": 66.66267991185998, "bbox/AP75": 48.364679201432075, "bbox/APl": 56.72718701023448, "bbox/APm": 47.31640612059964, "bbox/APs": 28.395977270900918, "iteration": 90000, "segm/AP": 40.43736846735986, "segm/AP-airplane": 53.73577192076158, "segm/AP-apple": 23.24333423716413, "segm/AP-backpack": 17.964784980508313, "segm/AP-banana": 23.260604826332152, "segm/AP-baseball bat": 26.84675001915139, "segm/AP-baseball glove": 44.13835343890182, "segm/AP-bear": 77.17337662994956, "segm/AP-bed": 37.1887565675377, "segm/AP-bench": 20.184304870402205, "segm/AP-bicycle": 20.509373646188553, "segm/AP-bird": 33.63053742525685, "segm/AP-boat": 26.411314438961732, "segm/AP-book": 12.593448916000465, "segm/AP-bottle": 39.72738939836602, "segm/AP-bowl": 41.59753921380972, "segm/AP-broccoli": 24.106318259513635, "segm/AP-bus": 65.77148270583547, "segm/AP-cake": 42.663732679739255, "segm/AP-car": 43.06302281598485, "segm/AP-carrot": 20.81073293982241, "segm/AP-cat": 70.39051872950142, "segm/AP-cell phone": 37.57915632287306, "segm/AP-chair": 21.230599906943507, "segm/AP-clock": 54.058946890663485, "segm/AP-couch": 38.59191773163362, "segm/AP-cow": 53.81234102613585, "segm/AP-cup": 45.42669768312228, "segm/AP-dining table": 16.96925410099653, "segm/AP-dog": 63.531780192778896, "segm/AP-donut": 51.730289374786096, "segm/AP-elephant": 59.936443826527054, "segm/AP-fire hydrant": 67.43048829494406, "segm/AP-fork": 18.892727557663648, "segm/AP-frisbee": 66.30497250865209, "segm/AP-giraffe": 52.67998915502658, "segm/AP-hair drier": 1.9613389910419614, "segm/AP-handbag": 17.18065535944909, "segm/AP-horse": 42.958186550916885, "segm/AP-hot dog": 27.369969860418397, "segm/AP-keyboard": 51.12158178724583, "segm/AP-kite": 33.05787373134353, "segm/AP-knife": 14.905762487216293, "segm/AP-laptop": 61.82396507447928, "segm/AP-microwave": 56.51268444223404, "segm/AP-motorcycle": 35.152907572155485, "segm/AP-mouse": 64.65206062706118, "segm/AP-orange": 34.95753720356348, "segm/AP-oven": 34.73527109497746, "segm/AP-parking meter": 50.9664028905088, "segm/AP-person": 48.78251986313094, "segm/AP-pizza": 52.88168109101166, "segm/AP-potted plant": 26.85133787913323, "segm/AP-refrigerator": 58.37345817053085, "segm/AP-remote": 35.229765641334616, "segm/AP-sandwich": 39.96356888706119, "segm/AP-scissors": 26.49322672865121, "segm/AP-sheep": 50.19796565861914, "segm/AP-sink": 36.818616721740334, "segm/AP-skateboard": 33.923410516484076, "segm/AP-skis": 3.1943573562351943, "segm/AP-snowboard": 26.56036115024384, "segm/AP-spoon": 12.061445081529293, "segm/AP-sports ball": 51.55828807480866, "segm/AP-stop sign": 69.01643555376134, "segm/AP-suitcase": 44.135838921913006, "segm/AP-surfboard": 35.97418120441744, "segm/AP-teddy bear": 48.357333870408986, "segm/AP-tennis racket": 57.07521516110026, "segm/AP-tie": 32.6965480314913, "segm/AP-toaster": 49.11854342253836, "segm/AP-toilet": 59.7419337727792, "segm/AP-toothbrush": 22.616762989746885, "segm/AP-traffic light": 29.605661062061174, "segm/AP-train": 64.00132702563816, "segm/AP-truck": 37.89193136020563, "segm/AP-tv": 60.089754813299166, "segm/AP-umbrella": 48.68941253228799, "segm/AP-vase": 40.63232234790141, "segm/AP-wine glass": 33.309601656911255, "segm/AP-zebra": 58.60341993676488, "segm/AP50": 63.44699868300321, "segm/AP75": 43.40821855202706, "segm/APl": 57.343551481562514, "segm/APm": 43.06054717713217, "segm/APs": 21.89885456588727}